diff --git a/.agents/skills/codex-auth-helper/examples/codex_chat_openai_graph.py b/.agents/skills/codex-auth-helper/examples/codex_chat_openai_graph.py
index 9e88804..b6a13ba 100644
--- a/.agents/skills/codex-auth-helper/examples/codex_chat_openai_graph.py
+++ b/.agents/skills/codex-auth-helper/examples/codex_chat_openai_graph.py
@@ -11,7 +11,6 @@
 
 def describe_codex_surface() -> str:
     """Describe the LangChain-facing Codex helper seam."""
-
     return (
         "This graph uses codex-auth-helper to build a LangChain ChatOpenAI model "
         "backed by the local Codex login."
diff --git a/.gitignore b/.gitignore
index 44fcca8..df690d0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -94,6 +94,8 @@ scripts/check_releases.py
 # Scripts
 connect*.py
 expose*.py
+probe*.py
+pydantic_test*.py
 CHANGELOG
 .acprouter-state
 .deepagents-graph
diff --git a/CHANGELOG.md b/CHANGELOG.md
index bfcb95b..3ed121f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,26 @@
 ACP Kit uses synchronized versions for `acpkit`, `pydantic-acp`, `langchain-acp`,
 `codex-auth-helper`, and `acpremote`.
 
+## [1.1.0] - 2026-07-07
+
+### Added
+
+- Pydantic AI v2 ACP client provider bridge (`AcpProvider`, `AcpModel`,
+  `AcpHostBridge`) in `pydantic-acp`, enabling ACP agents to be consumed as
+  Pydantic AI providers with model profiles, streaming, tool calls, approvals,
+  sessions, and projections.
+- Public export of the provider bridge surface from `pydantic_acp`.
+
+### Changed
+
+- `pydantic-acp` now requires Pydantic AI v2.
+- Dev dependency aligned with Pydantic AI v2.
+- Workspace packages synchronized to `1.1.0`.
+
+### Fixed
+
+- Type-safety and forward-reference handling in the ACP provider bridge.
+
 ## [1.0.0] - 2026-07-03
 
 This is the first stable release of the synchronized ACP Kit workspace.
@@ -46,4 +66,5 @@ This is the first stable release of the synchronized ACP Kit workspace.
   failure paths close every owned resource deterministically.
 - CLI target import failures retain actionable root-cause details.
 
+[1.1.0]: https://github.com/vcoderun/acpkit/releases/tag/v1.1.0
 [1.0.0]: https://github.com/vcoderun/acpkit/releases/tag/v1.0.0
diff --git a/COVERAGE b/COVERAGE
index 6e85e11..c47bc17 100644
--- a/COVERAGE
+++ b/COVERAGE
@@ -1,2 +1,2 @@
-Line coverage: 100.00% (9309 / 9309)
-Branch coverage: 100.00% (3078 / 3078)
+Line coverage: 100.00% (9712 / 9712)
+Branch coverage: 100.00% (3218 / 3218)
diff --git a/README.md b/README.md
index d4cadba..308b7eb 100644
--- a/README.md
+++ b/README.md
@@ -277,6 +277,32 @@ Host-facing utilities include:
 - `BlackBoxHarness` for ACP boundary integration tests
 - `CompatibilityManifest` for documenting the ACP surface an integration truly supports
 
+## ACP Client Provider Bridge
+
+`pydantic-acp` also includes the inverse bridge: an ACP agent can be consumed as a Pydantic AI v2 provider/model pair via `AcpProvider` and `AcpModel`.
+
+```python
+from pydantic_ai import Agent
+from pydantic_acp import AcpProvider
+
+# `remote_acp_agent` can be any object implementing the ACP Agent interface.
+provider = AcpProvider(agent=remote_acp_agent, cwd="/workspace")
+model = provider.model("zed-agent")
+agent = Agent(model)
+
+result = await agent.run("Summarize the current workspace state.")
+print(result.output)
+```
+
+This keeps ownership boundaries explicit:
+
+- Pydantic AI owns the outer agent run, output validation, and normal model/provider lifecycle.
+- ACP owns the delegated agent session, ACP-visible updates, and any editor or host capabilities requested by that agent.
+- `AcpHostBridge` records ACP `session_update` messages and can delegate filesystem, terminal, approval, and extension callbacks to a real ACP host client when one is supplied.
+- Pydantic AI function tools are intentionally not executed directly by `AcpModel`; register tools on the ACP agent or expose host capabilities through ACP.
+
+Use this bridge when the thing you have is already an ACP agent and you want it to participate in code that expects a Pydantic AI provider/model. It is not another ACP server adapter and it does not replace `create_acp_agent(...)`.
+
 ## What `langchain-acp` Supports
 
 `langchain-acp` keeps ACP Kit's adapter seams intact while staying graph-centric on the upstream side.
diff --git a/VERSION b/VERSION
index 3eefcb9..9084fa2 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-1.0.0
+1.1.0
diff --git a/examples/langchain/codex_graph.py b/examples/langchain/codex_graph.py
index a741f7b..f2b5581 100644
--- a/examples/langchain/codex_graph.py
+++ b/examples/langchain/codex_graph.py
@@ -22,9 +22,9 @@
     "MODEL_NAME",
     "acp_agent",
     "build_graph",
+    "codex_instructions",
     "config",
     "describe_codex_surface",
-    "codex_instructions",
     "graph",
     "graph_from_session",
     "main",
@@ -48,7 +48,6 @@
 
 def codex_instructions(*, mode_id: str) -> str:
     """Return the Codex Responses instructions used by this example graph."""
-
     base = (
         "You are a precise workspace assistant. "
         "Use the available tools when they help, keep answers concise, "
@@ -63,14 +62,13 @@ def codex_instructions(*, mode_id: str) -> str:
 
 def describe_codex_surface() -> str:
     """Summarize the Codex-backed LangChain example surface."""
-
     return "\n".join(
         (
             "Codex graph features:",
             "- LangChain ChatOpenAI wired through codex-auth-helper",
             "- OpenAI Responses API transport through local Codex auth state",
             "- ready for `langchain-acp` exposure through `run_acp(graph=...)`",
-        )
+        ),
     )
 
 
diff --git a/examples/langchain/deepagents_graph.py b/examples/langchain/deepagents_graph.py
index c643606..c47ac3e 100644
--- a/examples/langchain/deepagents_graph.py
+++ b/examples/langchain/deepagents_graph.py
@@ -32,8 +32,8 @@
     "MODEL_NAME",
     "WORKSPACE_ROOT",
     "acp_agent",
-    "config",
     "codex_instructions",
+    "config",
     "graph",
     "graph_from_session",
     "list_workspace_files",
@@ -74,7 +74,6 @@
 
 def codex_instructions(*, mode_id: str) -> str:
     """Return the Codex Responses instructions used by the DeepAgents example."""
-
     base = (
         "You are a workspace agent that can inspect and update files in the current demo workspace. "
         "Use tools for concrete file work, keep changes scoped, and summarize what changed."
@@ -126,7 +125,7 @@ def _resolve_workspace_path(path: str, *, root: Path | None = None) -> Path:
                         if relative_to_parent.parts
                         and relative_to_parent.parts[0] == workspace_root.name
                         else relative_to_parent.parts
-                    )
+                    ),
                 )
                 candidate = (workspace_root / relative_to_parent).resolve()
         else:
@@ -152,13 +151,11 @@ def _normalized_mock_path(path: str) -> str:
 
 def list_workspace_files() -> str:
     """List mocked workspace files exposed by the DeepAgents example."""
-
     return "\n".join(sorted(MOCK_WORKSPACE_FILES))
 
 
 def read_file(path: str) -> str:
     """Read a mocked file from the DeepAgents example workspace."""
-
     normalized = _normalized_mock_path(path)
     content = MOCK_WORKSPACE_FILES.get(normalized)
     if content is None:
@@ -168,7 +165,6 @@ def read_file(path: str) -> str:
 
 def write_file(path: str, content: str) -> str:
     """Pretend to write a file in the DeepAgents example workspace."""
-
     normalized = _normalized_mock_path(path)
     del content
     return f"Mock write accepted for {normalized}"
@@ -212,7 +208,7 @@ def _write_file(path: str, content: str) -> str:
 def graph_from_session(session: AcpSessionContext) -> CompiledAgentGraph:
     if not _deepagents_available():
         raise RuntimeError(
-            'Install the optional DeepAgents dependency first: uv add "langchain-acp[deepagents]"'
+            'Install the optional DeepAgents dependency first: uv add "langchain-acp[deepagents]"',
         )
     workspace_root = _ensure_workspace(_session_workspace_root(session)).resolve()
     model_name = session.session_model_id or DEFAULT_MODEL_ID or MODEL_NAME
@@ -221,7 +217,7 @@ def graph_from_session(session: AcpSessionContext) -> CompiledAgentGraph:
 
     tools: Sequence[DeepAgentTool] = [
         *_bind_workspace_tools(workspace_root),
-        *cast(Sequence[DeepAgentTool], native_plan_tools()),
+        *cast("Sequence[DeepAgentTool]", native_plan_tools()),
     ]
     return create_deep_agent(
         model=create_codex_chat_openai(
diff --git a/examples/langchain/workspace_graph.py b/examples/langchain/workspace_graph.py
index 87d15fb..8fb9a9b 100644
--- a/examples/langchain/workspace_graph.py
+++ b/examples/langchain/workspace_graph.py
@@ -23,8 +23,8 @@
     "MODEL_NAME",
     "WORKSPACE_ROOT",
     "acp_agent",
-    "config",
     "codex_instructions",
+    "config",
     "describe_workspace_surface",
     "graph",
     "graph_from_session",
@@ -56,7 +56,6 @@
 
 def codex_instructions(*, mode_id: str) -> str:
     """Return the Codex Responses instructions used by the workspace graph."""
-
     base = (
         "You are a careful workspace assistant operating inside a small demo workspace. "
         "Prefer reading files before changing them, keep edits focused, "
@@ -111,13 +110,12 @@ def _workspace_surface_summary() -> str:
             "- session-aware `graph_from_session(...)` for per-session graph construction",
             "- file read and write projection through `FileSystemProjectionMap`",
             "- a seeded workspace that keeps ACP rendering deterministic",
-        )
+        ),
     )
 
 
 def list_workspace_files() -> str:
     """List seeded workspace files that the demo graph can read."""
-
     root = _ensure_workspace()
     files = sorted(path.relative_to(root).as_posix() for path in root.rglob("*") if path.is_file())
     return "\n".join(files)
@@ -125,13 +123,11 @@ def list_workspace_files() -> str:
 
 def describe_workspace_surface() -> str:
     """Summarize the ACP-facing features exposed by the workspace graph example."""
-
     return _workspace_surface_summary()
 
 
 def read_workspace_note(path: str) -> str:
     """Read a workspace note and return its text content."""
-
     note_path = _resolve_workspace_path(path)
     if not note_path.exists():
         raise ValueError(f"File not found: {path}")
@@ -140,7 +136,6 @@ def read_workspace_note(path: str) -> str:
 
 def write_workspace_note(path: str, content: str) -> str:
     """Write a workspace note and return the saved relative path."""
-
     root = _ensure_workspace()
     return _write_workspace_note(root, path, content)
 
diff --git a/examples/pydantic/finance_agent.py b/examples/pydantic/finance_agent.py
index 0435a6c..442cea7 100644
--- a/examples/pydantic/finance_agent.py
+++ b/examples/pydantic/finance_agent.py
@@ -171,7 +171,6 @@ def persist_plan_state(
 @agent.tool_plain
 def describe_finance_surface() -> str:
     """Summarize the ACP-facing features available in this finance example."""
-
     return "\n".join(
         (
             "Finance example features:",
@@ -179,27 +178,25 @@ def describe_finance_surface() -> str:
             "- structured native plan generation in plan mode",
             "- approval-gated note writes with ACP file diffs",
             "- persisted plan snapshots under .acpkit/plans/",
-        )
+        ),
     )
 
 
 @agent.tool_plain(name=_WATCHLIST_TOOL)
 def list_watchlist() -> str:
     """List the seeded watchlist and workspace note files."""
-
     finance_root = _finance_root(Path.cwd())
     return "\n\n".join(
         (
             "Seeded symbols:\n" + "\n".join(f"- {symbol}" for symbol in sorted(_QUOTE_BOOK)),
             "Workspace files:\n" + _list_market_files(finance_root),
-        )
+        ),
     )
 
 
 @agent.tool_plain(name=_QUOTE_TOOL)
 def quote_symbol(symbol: str) -> str:
     """Return a deterministic demo quote for a watchlist symbol."""
-
     normalized_symbol = symbol.strip().upper()
     try:
         return _QUOTE_BOOK[normalized_symbol]
@@ -210,14 +207,12 @@ def quote_symbol(symbol: str) -> str:
 @agent.tool_plain(name=_READ_NOTE_TOOL)
 def read_market_note(path: str, max_chars: int = _READ_PREVIEW_CHARS) -> str:
     """Read a finance workspace note relative to the current working directory."""
-
     return _read_market_note(_finance_root(Path.cwd()), path, max_chars=max_chars)
 
 
 @agent.tool_plain(name=_WRITE_NOTE_TOOL, requires_approval=True)
 def save_market_note(path: str, content: str) -> str:
     """Write a finance note inside the local workspace."""
-
     return _save_market_note(_finance_root(Path.cwd()), path, content)
 
 
@@ -258,7 +253,7 @@ def save_market_note(path: str, content: str) -> str:
         FileSystemProjectionMap(
             default_read_tool=_READ_NOTE_TOOL,
             default_write_tool=_WRITE_NOTE_TOOL,
-        )
+        ),
     ],
 )
 acp_agent = create_acp_agent(agent=agent, config=config)
diff --git a/examples/pydantic/mock_harness_agent.py b/examples/pydantic/mock_harness_agent.py
index a167167..77f1e4b 100644
--- a/examples/pydantic/mock_harness_agent.py
+++ b/examples/pydantic/mock_harness_agent.py
@@ -108,7 +108,7 @@ def _harness_model(*, instructions: str = _INSTRUCTIONS) -> str | Model[Any]:
     except ModuleNotFoundError as exc:
         raise ModuleNotFoundError(
             "Install `codex-auth-helper`, unset `ACP_HARNESS_CODEX_MODEL`, or set "
-            "`ACP_HARNESS_MODEL` to a pydantic-ai model name before running the harness example."
+            "`ACP_HARNESS_MODEL` to a pydantic-ai model name before running the harness example.",
         ) from exc
     return create_codex_responses_model(
         configured_codex_model or _DEFAULT_CODEX_MODEL,
@@ -130,7 +130,6 @@ def _build_config(*, include_code_mode: bool) -> AdapterConfig:
 
 def _build_agent(session: AcpSessionContext, *, include_code_mode: bool) -> Agent[None, str]:
     """Build a real model-backed agent wired with pydantic-ai-harness capabilities."""
-
     _ensure_workspace()
     harness_bridges = _build_harness_bridges(
         _WORKSPACE_ROOT,
diff --git a/examples/pydantic/travel_agent.py b/examples/pydantic/travel_agent.py
index 4bd86ad..49fb5ef 100644
--- a/examples/pydantic/travel_agent.py
+++ b/examples/pydantic/travel_agent.py
@@ -104,7 +104,8 @@ def _prompt_has_binary_media(prompt: Sequence[AgentPromptBlock]) -> bool:
                 return True
             continue
         if isinstance(block, EmbeddedResourceContentBlock) and isinstance(
-            block.resource, BlobResourceContents
+            block.resource,
+            BlobResourceContents,
         ):
             return True
     return False
@@ -204,21 +205,19 @@ async def observe_write_result(
 @agent.tool_plain
 def describe_travel_surface() -> str:
     """Summarize the ACP-facing surfaces available in this travel example."""
-
     return "\n".join(
         (
             "Travel example features:",
             "- existing Hooks capability introspection rendered through HookProjectionMap",
             "- approval-gated file writes with ACP diffs",
             "- prompt-model override provider for image and audio prompts",
-        )
+        ),
     )
 
 
 @agent.tool_plain
 def list_trip_files() -> str:
     """List the demo travel files available in the local workspace."""
-
     _ensure_travel_workspace()
     return "\n".join(sorted(path.name for path in _TRAVEL_ROOT.iterdir() if path.is_file()))
 
@@ -226,7 +225,6 @@ def list_trip_files() -> str:
 @agent.tool_plain(name=_READ_TOOL)
 def read_trip_file(path: str, max_chars: int = 4000) -> str:
     """Read a travel file and return a bounded preview."""
-
     if max_chars <= 0:
         raise ValueError("max_chars must be positive.")
     _ensure_travel_workspace()
@@ -239,7 +237,6 @@ def read_trip_file(path: str, max_chars: int = 4000) -> str:
 @agent.tool_plain(name=_WRITE_TOOL, requires_approval=True)
 def write_trip_file(path: str, content: str) -> str:
     """Write a travel file inside the local demo workspace."""
-
     _ensure_travel_workspace()
     file_path = _resolve_trip_path(Path(path).name if Path(path).is_absolute() else path)
     file_path.write_text(content, encoding="utf-8")
@@ -261,7 +258,7 @@ def write_trip_file(path: str, content: str) -> str:
         FileSystemProjectionMap(
             default_read_tool=_READ_TOOL,
             default_write_tool=_WRITE_TOOL,
-        )
+        ),
     ],
 )
 acp_agent = create_acp_agent(agent=agent, config=config)
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/__init__.py b/packages/adapters/langchain-acp/src/langchain_acp/__init__.py
index bfd0639..12b406a 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/__init__.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/__init__.py
@@ -120,35 +120,35 @@
 )
 
 __all__ = (
-    "__version__",
+    "DEFAULT_AGENT_NAME",
+    "DEFAULT_AGENT_TITLE",
+    "DEFAULT_AGENT_VERSION",
     "AcpAgent",
     "AcpSessionContext",
     "AdapterConfig",
     "AdapterPromptCapabilities",
     "AgentPromptBlock",
     "ApprovalBridge",
+    "ApprovalDecision",
     "ApprovalPolicy",
     "ApprovalPolicyStore",
-    "CompositeEventProjectionMap",
-    "ApprovalDecision",
     "AudioContentBlock",
     "BlobResourceContents",
     "BrowserProjectionMap",
     "BufferedCapabilityBridge",
     "CapabilityBridge",
+    "CommandProjectionMap",
     "CommunityFileManagementProjectionMap",
     "CompiledAgentGraph",
+    "CompositeEventProjectionMap",
     "CompositeProjectionMap",
-    "CommandProjectionMap",
     "ConfigOption",
     "ConfigOptionsBridge",
     "ConfigOptionsProvider",
-    "DEFAULT_AGENT_NAME",
-    "DEFAULT_AGENT_TITLE",
-    "DEFAULT_AGENT_VERSION",
-    "DefaultToolClassifier",
-    "DeepAgentsProjectionMap",
     "DeepAgentsCompatibilityBridge",
+    "DeepAgentsProjectionMap",
+    "DefaultPermissionToolCallBuilder",
+    "DefaultToolClassifier",
     "EmbeddedResourceContentBlock",
     "EventEmissionMode",
     "EventProjectionMap",
@@ -157,14 +157,14 @@
     "FileSessionStore",
     "FileSystemProjectionMap",
     "FinanceProjectionMap",
-    "GraphFactory",
     "GraphBridgeBuilder",
     "GraphBuildContributions",
+    "GraphFactory",
     "GraphSource",
     "HookEvent",
     "HookProjectionMap",
-    "HttpRequestProjectionMap",
     "HttpMcpServer",
+    "HttpRequestProjectionMap",
     "ImageContentBlock",
     "JsonValue",
     "LangChainAcpAgent",
@@ -172,35 +172,34 @@
     "MemorySessionStore",
     "ModeSelectionBridge",
     "ModeState",
-    "ModelSelectionState",
     "ModelSelectionBridge",
-    "NativePlanGeneration",
+    "ModelSelectionState",
     "NativeApprovalBridge",
+    "NativePlanGeneration",
     "NativePlanPersistenceProvider",
+    "PermissionOptionSet",
+    "PermissionRequestContext",
+    "PermissionToolCallBuilder",
     "PlanEntry",
     "PlanGenerationType",
     "PlanProvider",
     "ProjectionAwareApprovalBridge",
     "ProjectionAwareToolClassifier",
     "ProjectionMap",
-    "PermissionOptionSet",
-    "PermissionRequestContext",
-    "PermissionToolCallBuilder",
-    "DefaultPermissionToolCallBuilder",
     "ResourceContentBlock",
     "SessionMetadataApprovalPolicyStore",
     "SessionModelsProvider",
     "SessionModesProvider",
     "SessionStore",
-    "StaticGraphSource",
-    "StructuredEventProjectionMap",
-    "SseMcpServer",
     "SlashCommandHandler",
     "SlashCommandProvider",
     "SlashCommandRequest",
     "SlashCommandResult",
+    "SseMcpServer",
+    "StaticGraphSource",
     "StaticSlashCommand",
     "StaticSlashCommandProvider",
+    "StructuredEventProjectionMap",
     "TaskPlan",
     "TextContentBlock",
     "TextResourceContents",
@@ -208,14 +207,15 @@
     "ToolSurfaceBridge",
     "WebFetchProjectionMap",
     "WebSearchProjectionMap",
+    "__version__",
     "acp_get_plan",
     "acp_mark_plan_done",
     "acp_set_plan",
     "acp_update_plan_entry",
     "build_tool_progress_update",
     "build_tool_start_update",
-    "compose_projection_maps",
     "compose_event_projection_maps",
+    "compose_projection_maps",
     "create_acp_agent",
     "extract_tool_call_locations",
     "native_plan_tools",
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/_slash_commands.py b/packages/adapters/langchain-acp/src/langchain_acp/_slash_commands.py
index 4e45eaa..3ba8dc2 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/_slash_commands.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/_slash_commands.py
@@ -18,7 +18,7 @@
         MODEL_COMMAND_NAME,
         TOOLS_COMMAND_NAME,
         MCP_SERVERS_COMMAND_NAME,
-    }
+    },
 )
 
 
@@ -30,7 +30,7 @@ def validate_mode_command_ids(mode_ids: Iterable[str]) -> None:
             raise ValueError("Mode slash command ids must be non-empty after normalization.")
         if any(character.isspace() for character in normalized_id):
             raise ValueError(
-                f"Mode slash command id {mode_id!r} cannot contain whitespace after normalization."
+                f"Mode slash command id {mode_id!r} cannot contain whitespace after normalization.",
             )
         normalized_ids.append(normalized_id)
     duplicate_ids = sorted(
@@ -42,5 +42,5 @@ def validate_mode_command_ids(mode_ids: Iterable[str]) -> None:
     if reserved_ids:
         raise ValueError(
             "Mode slash command ids cannot reuse reserved slash command names "
-            f"({', '.join(reserved_ids)})."
+            f"({', '.join(reserved_ids)}).",
         )
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/_version.py b/packages/adapters/langchain-acp/src/langchain_acp/_version.py
index 47a3698..19692fb 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/_version.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/_version.py
@@ -2,4 +2,4 @@
 
 __all__ = ("__version__",)
 
-__version__ = "1.0.0"
+__version__ = "1.1.0"
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/approvals.py b/packages/adapters/langchain-acp/src/langchain_acp/approvals.py
index 77be282..49d3133 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/approvals.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/approvals.py
@@ -76,7 +76,7 @@ class NativeApprovalBridge:
     option_set: PermissionOptionSet = field(default_factory=PermissionOptionSet)
     policy_store: ApprovalPolicyStore = field(default_factory=SessionMetadataApprovalPolicyStore)
     tool_call_builder: PermissionToolCallBuilder = field(
-        default_factory=DefaultPermissionToolCallBuilder
+        default_factory=DefaultPermissionToolCallBuilder,
     )
     _supports_projection_aware_approval_bridge: bool = field(
         default=True,
@@ -123,7 +123,7 @@ async def resolve_action_requests(
             allowed_decisions = review_config.get("allowed_decisions", ["approve", "reject"])
             if "edit" in allowed_decisions and set(allowed_decisions) == {"edit"}:
                 raise RequestError.invalid_request(
-                    {"reason": "ACP permission prompts cannot collect edited tool arguments."}
+                    {"reason": "ACP permission prompts cannot collect edited tool arguments."},
                 )
             permission = await client.request_permission(
                 session_id=session.session_id,
@@ -137,7 +137,7 @@ async def resolve_action_requests(
                         cwd=session.cwd,
                         classifier=classifier,
                         projection_map=projection_map,
-                    )
+                    ),
                 ),
             )
             outcome = permission.outcome
@@ -187,7 +187,7 @@ def _build_permission_options(self) -> list[PermissionOption]:
                         name=self.option_set.reject_always_name,
                         kind="reject_always",
                     ),
-                ]
+                ],
             )
         return options
 
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/bridge_manager.py b/packages/adapters/langchain-acp/src/langchain_acp/bridge_manager.py
index 292a570..9b6f27b 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/bridge_manager.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/bridge_manager.py
@@ -19,7 +19,7 @@
 
 async def _resolve_bridge_value(value: _T | Awaitable[_T]) -> _T:
     if isawaitable(value):
-        return await cast(Awaitable[_T], value)
+        return await cast("Awaitable[_T]", value)
     return value
 
 
@@ -109,7 +109,7 @@ async def set_config_option(
     ) -> list[ConfigOption] | None:
         for bridge in self.bridges:
             options = await _resolve_bridge_value(
-                bridge.set_config_option(session, config_id, value)
+                bridge.set_config_option(session, config_id, value),
             )
             if options is not None:
                 return options
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/bridges/base.py b/packages/adapters/langchain-acp/src/langchain_acp/bridges/base.py
index fc54f01..169b635 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/bridges/base.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/bridges/base.py
@@ -48,7 +48,8 @@ def get_session_metadata(self, session: AcpSessionContext) -> dict[str, JsonValu
         return None
 
     def get_interrupt_configuration(
-        self, session: AcpSessionContext
+        self,
+        session: AcpSessionContext,
     ) -> dict[str, JsonValue] | None:
         del session
         return None
@@ -189,6 +190,6 @@ def _record_progress_event(
                     kind=kind,
                     status=status,
                     raw_output=raw_output,
-                )
+                ),
             ],
         )
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/bridges/builtin.py b/packages/adapters/langchain-acp/src/langchain_acp/bridges/builtin.py
index 8f06b38..2faaea0 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/bridges/builtin.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/bridges/builtin.py
@@ -187,8 +187,8 @@ def extract_plan_entries(self, payload: JsonValue) -> list[PlanEntry] | None:
             entries.append(
                 PlanEntry(
                     content=content,
-                    status=cast(PlanEntryStatus, status),
-                    priority=cast(PlanEntryPriority, priority),
-                )
+                    status=cast("PlanEntryStatus", status),
+                    priority=cast("PlanEntryPriority", priority),
+                ),
             )
         return entries
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/config.py b/packages/adapters/langchain-acp/src/langchain_acp/config.py
index d5b6c3f..e532851 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/config.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/config.py
@@ -59,7 +59,7 @@ class AdapterConfig:
     plan_provider: PlanProvider | None = None
     projection_maps: Sequence[ProjectionMap] = field(default_factory=tuple)
     prompt_capabilities: AdapterPromptCapabilities = field(
-        default_factory=AdapterPromptCapabilities
+        default_factory=AdapterPromptCapabilities,
     )
     replay_history_on_load: bool = True
     slash_command_provider: SlashCommandProvider | None = None
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/event_projection.py b/packages/adapters/langchain-acp/src/langchain_acp/event_projection.py
index ecb9683..ea92df9 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/event_projection.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/event_projection.py
@@ -90,18 +90,18 @@ def _extract_event_payloads(
         projected_payloads: list[dict[str, JsonValue]] = []
         for item in payload:
             if _is_string_keyed_json_object(item):
-                projected_payloads.append(cast(dict[str, JsonValue], item))
+                projected_payloads.append(cast("dict[str, JsonValue]", item))
         return tuple(projected_payloads) or None
     if not _is_string_keyed_json_object(payload):
         return None
-    payload_object = cast(dict[str, JsonValue], payload)
+    payload_object = cast("dict[str, JsonValue]", payload)
     for key in event_keys:
         candidate = payload_object.get(key)
         if isinstance(candidate, list):
             nested_payloads: list[dict[str, JsonValue]] = []
             for item in candidate:
                 if _is_string_keyed_json_object(item):
-                    nested_payloads.append(cast(dict[str, JsonValue], item))
+                    nested_payloads.append(cast("dict[str, JsonValue]", item))
             return tuple(nested_payloads) or None
     if _resolve_session_update_kind(payload_object) is not None:
         return (payload_object,)
@@ -144,8 +144,8 @@ def _event_payload_to_update(
             normalized["content"] = [
                 ContentToolCallContent(
                     type="content",
-                    content=TextContentBlock(type="text", text=cast(str, normalized["content"])),
-                ).model_dump(mode="json", by_alias=True)
+                    content=TextContentBlock(type="text", text=cast("str", normalized["content"])),
+                ).model_dump(mode="json", by_alias=True),
             ]
         try:
             return ToolCallProgress.model_validate(normalized)
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/graph_source.py b/packages/adapters/langchain-acp/src/langchain_acp/graph_source.py
index 8f739ca..956ccf3 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/graph_source.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/graph_source.py
@@ -22,7 +22,8 @@
 
 class GraphFactory(Protocol):
     def __call__(
-        self, session: AcpSessionContext
+        self,
+        session: AcpSessionContext,
     ) -> CompiledAgentGraph | Awaitable[CompiledAgentGraph]: ...
 
 
@@ -46,5 +47,5 @@ class FactoryGraphSource:
     async def get_graph(self, session: AcpSessionContext) -> CompiledAgentGraph:
         candidate = self.factory(session)
         if isawaitable(candidate):
-            return cast(CompiledAgentGraph, await candidate)
-        return cast(CompiledAgentGraph, candidate)
+            return cast("CompiledAgentGraph", await candidate)
+        return cast("CompiledAgentGraph", candidate)
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/hook_projection.py b/packages/adapters/langchain-acp/src/langchain_acp/hook_projection.py
index eeafb35..dad1249 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/hook_projection.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/hook_projection.py
@@ -48,7 +48,7 @@ def build_start_update(
                 ContentToolCallContent(
                     type="content",
                     content=TextContentBlock(type="text", text=event.summary),
-                )
+                ),
             ],
         )
 
@@ -73,6 +73,6 @@ def build_progress_update(
                 ContentToolCallContent(
                     type="content",
                     content=TextContentBlock(type="text", text=detail),
-                )
+                ),
             ],
         )
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/plan.py b/packages/adapters/langchain-acp/src/langchain_acp/plan.py
index f4a2371..735b798 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/plan.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/plan.py
@@ -74,7 +74,7 @@ def _bind_native_plan_context(
     session: AcpSessionContext,
 ) -> Iterator[None]:
     token: Token[_BoundPlanContext | None] = _ACTIVE_PLAN_CONTEXT.set(
-        _BoundPlanContext(runtime=runtime, session=session)
+        _BoundPlanContext(runtime=runtime, session=session),
     )
     try:
         yield
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/projection.py b/packages/adapters/langchain-acp/src/langchain_acp/projection.py
index 4a1b39c..aed360b 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/projection.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/projection.py
@@ -21,16 +21,16 @@
 
 __all__ = (
     "BrowserProjectionMap",
+    "CommandProjectionMap",
     "CommunityFileManagementProjectionMap",
     "CompositeProjectionMap",
-    "CommandProjectionMap",
     "DeepAgentsProjectionMap",
     "DefaultToolClassifier",
     "FileSystemProjectionMap",
     "FinanceProjectionMap",
     "HttpRequestProjectionMap",
-    "ProjectionMap",
     "ProjectionAwareToolClassifier",
+    "ProjectionMap",
     "ToolClassifier",
     "WebFetchProjectionMap",
     "WebSearchProjectionMap",
@@ -80,7 +80,7 @@
         "searx_search_results",
         "tavily_answer",
         "tavily_search_results_json",
-    }
+    },
 )
 _DEFAULT_WEB_FETCH_TOOL_NAMES = frozenset(
     {
@@ -89,11 +89,11 @@
         "requests_patch",
         "requests_post",
         "requests_put",
-    }
+    },
 )
 _DEFAULT_BROWSER_NAVIGATE_TOOL_NAMES = frozenset({"navigate_browser"})
 _DEFAULT_BROWSER_READ_TOOL_NAMES = frozenset(
-    {"current_webpage", "extract_hyperlinks", "extract_text", "get_elements"}
+    {"current_webpage", "extract_hyperlinks", "extract_text", "get_elements"},
 )
 _DEFAULT_BROWSER_ACTION_TOOL_NAMES = frozenset({"click_element", "previous_webpage"})
 _DEFAULT_COMMAND_TOOL_NAMES = frozenset({"terminal"})
@@ -103,7 +103,7 @@
 _DEFAULT_FILE_MANAGEMENT_MUTATION_TOOL_NAMES = frozenset({"copy_file", "file_delete", "move_file"})
 _DEFAULT_FINANCE_SEARCH_TOOL_NAMES = frozenset({"google_finance", "yahoo_finance_news"})
 _DEFAULT_FINANCE_DATASET_TOOL_NAMES = frozenset(
-    {"balance_sheets", "cash_flow_statements", "income_statements"}
+    {"balance_sheets", "cash_flow_statements", "income_statements"},
 )
 _WEB_SEARCH_QUERY_KEYS = ("query", "q", "search_term", "search_query")
 _WEB_FETCH_URL_KEYS = ("url", "href", "link", "uri")
@@ -298,7 +298,7 @@ def project_start(
             risk_note = _command_risk_note(command)
             if risk_note is not None:
                 content.append(
-                    ContentToolCallContent(type="content", content=_text_block(risk_note))
+                    ContentToolCallContent(type="content", content=_text_block(risk_note)),
                 )
             return ToolProjection(
                 content=content,
@@ -317,7 +317,7 @@ def project_start(
                         path=path,
                         old_text=old_text,
                         new_text=new_text,
-                    )
+                    ),
                 ],
                 locations=[ToolCallLocation(path=path)],
                 title=_tool_title(tool_name, path=path),
@@ -364,7 +364,7 @@ def project_progress(
                         path=path,
                         old_text="",
                         new_text=serialized_output,
-                    )
+                    ),
                 ],
                 locations=[ToolCallLocation(path=path)],
                 title=_tool_title(tool_name, path=path),
@@ -379,7 +379,7 @@ def project_progress(
             output_text = _output_text(raw_output, serialized_output)
             if output_text:
                 content.append(
-                    ContentToolCallContent(type="content", content=_text_block(output_text))
+                    ContentToolCallContent(type="content", content=_text_block(output_text)),
                 )
             return ToolProjection(
                 content=content or None,
@@ -478,7 +478,7 @@ def project_start(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_web_search_start(raw_input)),
-                )
+                ),
             ],
             title=f"Search web for {_single_line_preview(query, limit=_MAX_COMMAND_TITLE_CHARS)}",
         )
@@ -502,7 +502,7 @@ def project_progress(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_web_search_progress(raw_output, serialized_output)),
-                )
+                ),
             ],
             title=(
                 f"Search web for {_single_line_preview(query, limit=_MAX_COMMAND_TITLE_CHARS)}"
@@ -535,7 +535,7 @@ def project_start(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_web_fetch_start(raw_input)),
-                )
+                ),
             ],
             title=f"{method} {_single_line_preview(url, limit=_MAX_COMMAND_TITLE_CHARS)}",
         )
@@ -560,7 +560,7 @@ def project_progress(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_web_fetch_progress(raw_output, serialized_output)),
-                )
+                ),
             ],
             title=(
                 f"{method} {_single_line_preview(url, limit=_MAX_COMMAND_TITLE_CHARS)}"
@@ -598,7 +598,7 @@ def project_start(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(f"URL: {url}"),
-                    )
+                    ),
                 ],
                 title=f"Navigate {_single_line_preview(url, limit=_MAX_COMMAND_TITLE_CHARS)}",
             )
@@ -611,7 +611,7 @@ def project_start(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(f"Selector: {selector}"),
-                    )
+                    ),
                 ],
                 title=f"Click {_single_line_preview(selector, limit=_MAX_COMMAND_TITLE_CHARS)}",
             )
@@ -624,9 +624,9 @@ def project_start(
                         content=_text_block(
                             f"Selector: {selector}"
                             if selector is not None
-                            else "Inspect page elements."
+                            else "Inspect page elements.",
                         ),
-                    )
+                    ),
                 ],
                 title=(
                     f"Inspect {_single_line_preview(selector, limit=_MAX_COMMAND_TITLE_CHARS)}"
@@ -659,7 +659,7 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(_browser_text_preview(raw_output, serialized_output)),
-                    )
+                    ),
                 ],
                 title=(
                     f"Navigate {_single_line_preview(url, limit=_MAX_COMMAND_TITLE_CHARS)}"
@@ -673,9 +673,9 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            _format_browser_link_results(raw_output, serialized_output)
+                            _format_browser_link_results(raw_output, serialized_output),
                         ),
-                    )
+                    ),
                 ],
                 title="Extract hyperlinks",
             )
@@ -685,9 +685,9 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            _format_browser_element_results(raw_output, serialized_output)
+                            _format_browser_element_results(raw_output, serialized_output),
                         ),
-                    )
+                    ),
                 ],
                 title="Inspect page elements",
             )
@@ -697,7 +697,7 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(_browser_text_preview(raw_output, serialized_output)),
-                    )
+                    ),
                 ],
                 title=_browser_progress_title(tool_name),
             )
@@ -716,7 +716,7 @@ def project_start(
         raw_input: Any = None,
     ) -> ToolProjection | None:
         projection = FileSystemProjectionMap(
-            execute_tool_names=self.execute_tool_names
+            execute_tool_names=self.execute_tool_names,
         ).project_start(
             tool_name,
             cwd=cwd,
@@ -739,7 +739,7 @@ def project_progress(
         status: ToolCallStatus,
     ) -> ToolProjection | None:
         projection = FileSystemProjectionMap(
-            execute_tool_names=self.execute_tool_names
+            execute_tool_names=self.execute_tool_names,
         ).project_progress(
             tool_name,
             cwd=cwd,
@@ -792,7 +792,7 @@ def project_start(
                 lines.append(f"Pattern: {pattern}")
             return ToolProjection(
                 content=[
-                    ContentToolCallContent(type="content", content=_text_block("\n".join(lines)))
+                    ContentToolCallContent(type="content", content=_text_block("\n".join(lines))),
                 ],
                 locations=[ToolCallLocation(path=directory)],
                 title=(
@@ -818,7 +818,7 @@ def project_start(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(f"From: {source_path}\nTo: {destination_path}"),
-                    )
+                    ),
                 ],
                 locations=[
                     ToolCallLocation(path=source_path),
@@ -869,9 +869,9 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            _truncate_text(serialized_output, limit=_MAX_CONTENT_PREVIEW_CHARS)
+                            _truncate_text(serialized_output, limit=_MAX_CONTENT_PREVIEW_CHARS),
                         ),
-                    )
+                    ),
                 ],
                 locations=[ToolCallLocation(path=directory)],
                 title=(
@@ -887,9 +887,9 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            _truncate_text(serialized_output, limit=_MAX_CONTENT_PREVIEW_CHARS)
+                            _truncate_text(serialized_output, limit=_MAX_CONTENT_PREVIEW_CHARS),
                         ),
-                    )
+                    ),
                 ],
                 locations=[ToolCallLocation(path=directory)],
                 title=f"List `{directory}`",
@@ -901,9 +901,9 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            _truncate_text(serialized_output, limit=_MAX_CONTENT_PREVIEW_CHARS)
+                            _truncate_text(serialized_output, limit=_MAX_CONTENT_PREVIEW_CHARS),
                         ),
-                    )
+                    ),
                 ],
                 locations=_file_management_locations(raw_input),
             )
@@ -930,9 +930,9 @@ def project_start(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            f"Query: {query}" if query is not None else "Lookup financial data."
+                            f"Query: {query}" if query is not None else "Lookup financial data.",
                         ),
-                    )
+                    ),
                 ],
                 title=(f"Search finance for {query}" if query is not None else "Search finance"),
             )
@@ -965,9 +965,9 @@ def project_progress(
                             _truncate_text(
                                 _output_text(raw_output, serialized_output),
                                 limit=_MAX_CONTENT_PREVIEW_CHARS,
-                            )
+                            ),
                         ),
-                    )
+                    ),
                 ],
             )
         if tool_name in self.dataset_tool_names:
@@ -980,9 +980,9 @@ def project_progress(
                             _truncate_text(
                                 _output_text(raw_output, serialized_output),
                                 limit=_MAX_CONTENT_PREVIEW_CHARS,
-                            )
+                            ),
                         ),
-                    )
+                    ),
                 ],
             )
         return None
@@ -996,7 +996,7 @@ class DeepAgentsProjectionMap:
             write_tool_names=frozenset({"edit_file", "write_file"}),
             search_tool_names=frozenset({"glob", "grep", "ls"}),
             execute_tool_names=frozenset({"execute"}),
-        )
+        ),
     )
 
     def project_start(
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/runtime/_native_plan_runtime.py b/packages/adapters/langchain-acp/src/langchain_acp/runtime/_native_plan_runtime.py
index f914dc8..4eced98 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/runtime/_native_plan_runtime.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/runtime/_native_plan_runtime.py
@@ -44,7 +44,7 @@ def supports_native_plan_writes(self, session: AcpSessionContext) -> bool:
 
     def requires_structured_plan_output(self, session: AcpSessionContext) -> bool:
         return self.supports_native_plan_state(session) and self.uses_structured_plan_generation(
-            session
+            session,
         )
 
     def supports_plan_generation_selection(self) -> bool:
@@ -56,7 +56,7 @@ def current_plan_generation_type(self, session: AcpSessionContext) -> PlanGenera
             isinstance(configured_value, str)
             and configured_value in _PLAN_GENERATION_CONFIG_OPTIONS
         ):
-            return cast(PlanGenerationType, configured_value)
+            return cast("PlanGenerationType", configured_value)
         return self._owner._config.default_plan_generation_type
 
     def uses_tool_plan_generation(self, session: AcpSessionContext) -> bool:
@@ -87,7 +87,7 @@ async def config_options(self, session: AcpSessionContext) -> list[ConfigOption]
                     )
                     for value in _PLAN_GENERATION_CONFIG_OPTIONS
                 ],
-            )
+            ),
         ]
 
     def get_native_plan_entries(self, session: AcpSessionContext) -> list[PlanEntry] | None:
@@ -134,7 +134,7 @@ async def persist_native_plan_state(
                     session=session,
                     entries=entries,
                     plan_markdown=plan_markdown,
-                )
+                ),
             )
         session.updated_at = utc_now()
         self._owner._store.save(session)
@@ -167,7 +167,7 @@ async def update_native_plan_entry(
                 {
                     "index": index,
                     "plan": f"Plan entry index must be between 1 and {len(entries)}.",
-                }
+                },
             )
         existing_entry = entries[index - 1]
         updated_payload = existing_entry.model_dump(mode="python")
@@ -198,7 +198,7 @@ def format_native_plan(self, session: AcpSessionContext) -> str:
                         session.plan_markdown.rstrip(),
                         "Additional plan instructions:",
                         additional_instructions,
-                    )
+                    ),
                 )
             return "No plan has been recorded yet."
         numbered_entries = "\n".join(
@@ -220,7 +220,7 @@ def format_native_plan(self, session: AcpSessionContext) -> str:
                 "Current plan entries:",
                 numbered_entries,
                 *sections,
-            )
+            ),
         )
 
     def _native_plan_additional_instructions(self) -> str | None:
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/runtime/_prompt_conversion.py b/packages/adapters/langchain-acp/src/langchain_acp/runtime/_prompt_conversion.py
index f0ef95b..98e1f5f 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/runtime/_prompt_conversion.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/runtime/_prompt_conversion.py
@@ -28,7 +28,7 @@ def prompt_to_langchain_content(prompt: list[AgentPromptBlock]) -> list[dict[str
                 {
                     "type": "image_url",
                     "image_url": {"url": f"data:{block.mime_type};base64,{block.data}"},
-                }
+                },
             )
             continue
         if isinstance(block, AudioContentBlock):
@@ -37,7 +37,7 @@ def prompt_to_langchain_content(prompt: list[AgentPromptBlock]) -> list[dict[str
                     "type": "audio",
                     "base64": block.data,
                     "mime_type": block.mime_type,
-                }
+                },
             )
             continue
         if isinstance(block, ResourceContentBlock):
@@ -80,7 +80,7 @@ def _embedded_resource_content(
                 {
                     "type": "image_url",
                     "image_url": {"url": f"data:{mime_type};base64,{resource.blob}"},
-                }
+                },
             ]
         if mime_type.startswith("audio/"):
             return [
@@ -88,7 +88,7 @@ def _embedded_resource_content(
                     "type": "audio",
                     "base64": resource.blob,
                     "mime_type": mime_type,
-                }
+                },
             ]
         return [{"type": "text", "text": _format_blob_resource(resource)}]
     return [{"type": "text", "text": f"Embedded resource: {resource.uri}"}]
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/runtime/adapter.py b/packages/adapters/langchain-acp/src/langchain_acp/runtime/adapter.py
index a0e715c..aacd530 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/runtime/adapter.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/runtime/adapter.py
@@ -104,7 +104,7 @@ def __init__(self, graph_source: GraphSource, *, config: AdapterConfig) -> None:
         self._native_plan_runtime = _NativePlanRuntime(self)
         self._projection_map: ProjectionMap | None = compose_projection_maps(config.projection_maps)
         self._event_projection_map: EventProjectionMap | None = compose_event_projection_maps(
-            config.event_projection_maps
+            config.event_projection_maps,
         )
         self._graph_bridge_builder = GraphBridgeBuilder.from_config(config)
         self._bridge_manager: BridgeManager = self._graph_bridge_builder.build_manager()
@@ -220,7 +220,7 @@ async def list_sessions(
                     updated_at=session.updated_at.isoformat(),
                 )
                 for session in sessions
-            ]
+            ],
         )
 
     async def set_session_mode(
@@ -283,7 +283,7 @@ async def set_config_option(
         else:
             session.config_values[config_id] = value
             provider_options = await self._await_maybe(
-                self._bridge_manager.set_config_option(session, config_id, value)
+                self._bridge_manager.set_config_option(session, config_id, value),
             )
             if provider_options is not None:
                 self._sync_bridge_metadata(session)
@@ -291,7 +291,7 @@ async def set_config_option(
                 session.updated_at = utc_now()
                 self._store.save(session)
                 return SetSessionConfigOptionResponse(
-                    config_options=await self._config_options(session)
+                    config_options=await self._config_options(session),
                 )
         self._sync_bridge_metadata(session)
         await self._drain_bridge_updates(client=self._client, session=session)
@@ -307,7 +307,7 @@ async def prompt(
         **kwargs: Any,
     ) -> PromptResponse:
         del kwargs
-        current_task = cast(asyncio.Task[Any], asyncio.current_task())
+        current_task = cast("asyncio.Task[Any]", asyncio.current_task())
         self._active_prompt_tasks[session_id] = current_task
         try:
             return await self._execute_prompt(
@@ -348,7 +348,10 @@ async def _execute_prompt(
             return slash_response
         await self._drain_bridge_updates(client=client, session=session)
         await self._emit_user_prompt(
-            client=client, session=session, prompt=prompt, message_id=message_id
+            client=client,
+            session=session,
+            prompt=prompt,
+            message_id=message_id,
         )
         active_tool_calls: dict[str, dict[str, Any]] = {}
         tool_call_accumulator: dict[int, dict[str, str | int | None]] = {}
@@ -370,8 +373,8 @@ async def _execute_prompt(
                             {
                                 "role": "user",
                                 "content": prompt_to_langchain_content(prompt),
-                            }
-                        ]
+                            },
+                        ],
                     }
 
                 should_resume = False
@@ -478,7 +481,6 @@ async def cancel(self, session_id: str, **kwargs: Any) -> None:
 
     async def authenticate(self, method_id: str, **kwargs: Any) -> None:
         del method_id, kwargs
-        return None
 
     async def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any]:
         del params
@@ -534,8 +536,8 @@ async def _maybe_handle_slash_prompt(
                     raw_prompt=prompt_text,
                     session=session,
                     graph=graph,
-                )
-            )
+                ),
+            ),
         )
         if result is None or not result.handled:
             return None
@@ -669,7 +671,7 @@ async def _available_commands(
         custom_commands = None
         if self._config.slash_command_provider is not None:
             custom_commands = await self._await_maybe(
-                self._config.slash_command_provider.available_commands(session, graph)
+                self._config.slash_command_provider.available_commands(session, graph),
             )
         return build_available_commands(
             mode_state=mode_state,
@@ -772,12 +774,12 @@ async def _process_tool_call_chunks(
             if isinstance(tool_name, str):
                 state["name"] = tool_name
             if isinstance(args_fragment, str):
-                state["args"] = f"{cast(str, state['args'])}{args_fragment}"
-            resolved_id = cast(str | None, state["id"])
-            resolved_name = cast(str | None, state["name"])
+                state["args"] = f"{cast('str', state['args'])}{args_fragment}"
+            resolved_id = cast("str | None", state["id"])
+            resolved_name = cast("str | None", state["name"])
             if resolved_id is None or resolved_name is None or resolved_id in active_tool_calls:
                 continue
-            raw_input = self._try_parse_json_object(cast(str, state["args"]))
+            raw_input = self._try_parse_json_object(cast("str", state["args"]))
             if raw_input is None:
                 continue
             update = build_tool_start_update(
@@ -901,7 +903,7 @@ async def _handle_update_payload(
             )
         await self._emit_projected_events(client=client, session=session, payload=payload)
         for update in payload.values():
-            plan_entries = self._bridge_manager.extract_plan_entries(cast(JsonValue, update))
+            plan_entries = self._bridge_manager.extract_plan_entries(cast("JsonValue", update))
             if plan_entries is not None:
                 await self._emit_plan_update(client=client, session=session, entries=plan_entries)
         return None
@@ -915,11 +917,11 @@ async def _emit_projected_events(
     ) -> None:
         if self._event_projection_map is None:
             return
-        candidates: list[JsonValue] = [cast(JsonValue, payload)]
+        candidates: list[JsonValue] = [cast("JsonValue", payload)]
         seen_ids: set[int] = {id(payload)}
         for value in payload.values():
             if isinstance(value, dict) and id(value) not in seen_ids:
-                candidates.append(cast(JsonValue, value))
+                candidates.append(cast("JsonValue", value))
                 seen_ids.add(id(value))
         for candidate in candidates:
             projected_updates = self._event_projection_map.project_event_payload(candidate)
@@ -950,8 +952,8 @@ async def _resolve_interrupts(
                 resolution = await self._approval_bridge.resolve_action_requests(
                     client=client,
                     session=session,
-                    action_requests=cast(list[dict[str, Any]], action_requests),
-                    review_configs=cast(list[dict[str, Any]], review_configs),
+                    action_requests=cast("list[dict[str, Any]]", action_requests),
+                    review_configs=cast("list[dict[str, Any]]", review_configs),
                     classifier=self._tool_classifier,
                     projection_map=self._projection_map,
                 )
@@ -959,8 +961,8 @@ async def _resolve_interrupts(
                 resolution = await self._approval_bridge.resolve_action_requests(
                     client=client,
                     session=session,
-                    action_requests=cast(list[dict[str, Any]], action_requests),
-                    review_configs=cast(list[dict[str, Any]], review_configs),
+                    action_requests=cast("list[dict[str, Any]]", action_requests),
+                    review_configs=cast("list[dict[str, Any]]", review_configs),
                     classifier=self._tool_classifier,
                 )
             if resolution.cancelled:
@@ -1075,7 +1077,7 @@ async def _config_options(self, session: AcpSessionContext) -> list[ConfigOption
                             SessionConfigSelectOption(name=mode.name, value=mode.id)
                             for mode in mode_state.modes
                         ],
-                    )
+                    ),
                 )
         model_state = await self._resolved_model_selection_state(session)
         if model_state is not None and model_state.enable_config_option:
@@ -1091,7 +1093,7 @@ async def _config_options(self, session: AcpSessionContext) -> list[ConfigOption
                             SessionConfigSelectOption(name=model.name, value=model.model_id)
                             for model in model_state.available_models
                         ],
-                    )
+                    ),
                 )
         bridge_options = await self._await_maybe(self._bridge_manager.get_config_options(session))
         if bridge_options is not None:
@@ -1158,7 +1160,7 @@ def _serialize_mcp_servers(
             return []
         return [
             cast(
-                dict[str, JsonValue],
+                "dict[str, JsonValue]",
                 server.model_dump(mode="json", by_alias=True, exclude_none=True),
             )
             for server in mcp_servers
@@ -1191,7 +1193,8 @@ def _ensure_checkpointer(self, graph: Any) -> Any:
         return builder.compile(checkpointer=MemorySaver(), name=getattr(graph, "name", None))
 
     async def _resolved_model_selection_state(
-        self, session: AcpSessionContext
+        self,
+        session: AcpSessionContext,
     ) -> ModelSelectionState | None:
         return await self._await_maybe(self._bridge_manager.get_model_state(session))
 
@@ -1211,7 +1214,9 @@ async def _initial_mode_id(self, session: AcpSessionContext) -> str | None:
         return mode_state.current_mode_id
 
     async def _set_model(
-        self, session: AcpSessionContext, model_id: str
+        self,
+        session: AcpSessionContext,
+        model_id: str,
     ) -> ModelSelectionState | None:
         return await self._await_maybe(self._bridge_manager.set_model(session, model_id))
 
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/runtime/server.py b/packages/adapters/langchain-acp/src/langchain_acp/runtime/server.py
index 962252a..3524715 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/runtime/server.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/runtime/server.py
@@ -68,7 +68,7 @@ def _resolve_graph_source(
     provided_count = sum(provided is not None for provided in (graph, graph_factory, graph_source))
     if provided_count != 1:
         raise ValueError(
-            "Exactly one of `graph`, `graph_factory`, or `graph_source` must be provided."
+            "Exactly one of `graph`, `graph_factory`, or `graph_source` must be provided.",
         )
     if graph is not None:
         return StaticGraphSource(graph)
@@ -92,10 +92,10 @@ def _resolve_config(
             event_projection_maps=tuple(
                 event_projection_maps
                 if event_projection_maps is not None
-                else resolved_config.event_projection_maps
+                else resolved_config.event_projection_maps,
             ),
             projection_maps=tuple(
-                projection_maps if projection_maps is not None else resolved_config.projection_maps
+                projection_maps if projection_maps is not None else resolved_config.projection_maps,
             ),
         )
     if graph_name is None or resolved_config.agent_name != DEFAULT_AGENT_NAME:
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/runtime/slash_commands.py b/packages/adapters/langchain-acp/src/langchain_acp/runtime/slash_commands.py
index fc929d9..2bc81cd 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/runtime/slash_commands.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/runtime/slash_commands.py
@@ -77,7 +77,7 @@ def build_available_commands(
                 name=MODEL_COMMAND_NAME,
                 description="Show the current session model, or set it with a provider:model value.",
                 input=AvailableCommandInput(root=UnstructuredCommandInput(hint="provider:model")),
-            )
+            ),
         )
     commands.extend(
         [
@@ -89,7 +89,7 @@ def build_available_commands(
                 name=MCP_SERVERS_COMMAND_NAME,
                 description="List MCP servers attached to the current session.",
             ),
-        ]
+        ],
     )
     if custom_commands:
         validate_custom_commands(custom_commands, mode_state=mode_state)
@@ -108,7 +108,7 @@ def validate_custom_commands(
         if command.name != normalized_name:
             raise ValueError(
                 f"Slash command name {command.name!r} must already be normalized as "
-                "a lowercase slash command id."
+                "a lowercase slash command id.",
             )
         if not _COMMAND_NAME_PATTERN.fullmatch(normalized_name):
             raise ValueError(f"Slash command name {command.name!r} must match ^[a-z][a-z0-9-]*$.")
@@ -119,13 +119,13 @@ def validate_custom_commands(
     if duplicate_names:
         raise ValueError(
             "Custom slash command names must be unique after normalization. "
-            f"Duplicate ids: {', '.join(duplicate_names)}."
+            f"Duplicate ids: {', '.join(duplicate_names)}.",
         )
     reserved_names = sorted(set(normalized_names) & RESERVED_SLASH_COMMAND_NAMES)
     if reserved_names:
         raise ValueError(
             "Custom slash command names cannot reuse reserved slash command names "
-            f"({', '.join(reserved_names)})."
+            f"({', '.join(reserved_names)}).",
         )
     if mode_state is None:
         return
@@ -134,7 +134,7 @@ def validate_custom_commands(
     if conflicting_mode_ids:
         raise ValueError(
             "Custom slash command names cannot reuse active mode ids "
-            f"({', '.join(conflicting_mode_ids)})."
+            f"({', '.join(conflicting_mode_ids)}).",
         )
 
 
@@ -184,7 +184,7 @@ def render_mcp_server_listing(server_infos: list[McpServerInfo]) -> str:
     for server_info in server_infos:
         lines.append(
             f"- {server_info.name} ({server_info.transport}, {server_info.source}): "
-            f"{server_info.target}"
+            f"{server_info.target}",
         )
     return "\n".join(lines)
 
@@ -212,7 +212,7 @@ def list_graph_tools(graph: Any) -> list[ToolInfo]:
                 ToolInfo(
                     name=name,
                     description=description if isinstance(description, str) else None,
-                )
+                ),
             )
     return tool_infos
 
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/session/state.py b/packages/adapters/langchain-acp/src/langchain_acp/session/state.py
index 377db72..c597aaf 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/session/state.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/session/state.py
@@ -66,7 +66,7 @@ class StoredSessionUpdate:
     @classmethod
     def from_update(cls, update: SessionTranscriptUpdate) -> StoredSessionUpdate:
         payload = _coerce_json_object(
-            update.model_dump(mode="json", by_alias=True, exclude_none=True)
+            update.model_dump(mode="json", by_alias=True, exclude_none=True),
         )
         session_update = payload.get("sessionUpdate")
         if not _is_transcript_kind(session_update):
diff --git a/packages/adapters/langchain-acp/src/langchain_acp/session/store.py b/packages/adapters/langchain-acp/src/langchain_acp/session/store.py
index f88db97..5575bba 100644
--- a/packages/adapters/langchain-acp/src/langchain_acp/session/store.py
+++ b/packages/adapters/langchain-acp/src/langchain_acp/session/store.py
@@ -24,7 +24,7 @@
 
 _MAX_SESSION_ID_LENGTH = 128
 _SESSION_ID_SAFE_CHARS = frozenset(
-    "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789_-"
+    "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789_-",
 )
 _STORE_LOCKS: dict[str, threading.RLock] = {}
 _STORE_LOCKS_GUARD = threading.Lock()
@@ -34,7 +34,11 @@ class SessionStore(Protocol):
     def delete(self, session_id: str) -> None: ...
 
     def fork(
-        self, session_id: str, *, new_session_id: str, cwd: Path
+        self,
+        session_id: str,
+        *,
+        new_session_id: str,
+        cwd: Path,
     ) -> AcpSessionContext | None: ...
 
     def get(self, session_id: str) -> AcpSessionContext | None: ...
diff --git a/packages/adapters/pydantic-acp/README.md b/packages/adapters/pydantic-acp/README.md
index 575742a..a19e9ed 100644
--- a/packages/adapters/pydantic-acp/README.md
+++ b/packages/adapters/pydantic-acp/README.md
@@ -18,6 +18,7 @@ The core contract is simple:
 2. expose it through ACP
 3. only publish ACP-visible state the runtime can actually honor
 
+The package also includes the inverse bridge: an ACP agent can be consumed as a Pydantic AI v2 provider/model pair via `AcpProvider` and `AcpModel`.
 The final v1 stability boundary is defined by the
 [ACP Kit versioning policy](https://vcoderun.github.io/acpkit/versioning/).
 
@@ -29,8 +30,9 @@ The final v1 stability boundary is defined by the
 - `AcpSessionContext`
 - `StaticAgentSource`
 - `FactoryAgentSource`
-- `MemorySessionStore`
-- `FileSessionStore`
+- `AcpProvider`
+- `AcpModel`
+- `AcpHostBridge`
 
 ## What It Covers
 
@@ -45,9 +47,12 @@ The final v1 stability boundary is defined by the
 - projection maps for filesystem, hooks, web tools, and builtin tool families
 - capability bridges for upstream Pydantic AI capabilities
 - client-backed filesystem and terminal helpers
+- ACP client/provider bridging for consuming ACP agents from the Pydantic AI ecosystem
 
 ## Quick Start
 
+Expose a Pydantic AI agent through ACP:
+
 ```python
 from pydantic_ai import Agent
 from pydantic_acp import run_acp
@@ -73,6 +78,31 @@ acp_agent = create_acp_agent(
 run_agent(acp_agent)
 ```
 
+## ACP Client Provider Bridge
+
+`AcpProvider` is the client-side mirror of the ACP server adapter. It wraps an ACP agent as a Pydantic AI v2 `Provider`; `AcpModel` is the model object Pydantic AI agents run against.
+
+```python
+from pydantic_ai import Agent
+from pydantic_acp import AcpProvider
+
+# `remote_acp_agent` can be any object implementing the ACP Agent interface.
+provider = AcpProvider(agent=remote_acp_agent, cwd="/workspace")
+model = provider.model("zed-agent")
+agent = Agent(model)
+
+result = await agent.run("Summarize the current workspace state.")
+print(result.output)
+```
+
+This keeps ownership boundaries explicit:
+
+- Pydantic AI owns the outer agent run, output validation, and normal model/provider lifecycle.
+- ACP owns the delegated agent session, ACP-visible updates, and any editor or host capabilities requested by that agent.
+- `AcpHostBridge` records ACP `session_update` messages and can delegate filesystem, terminal, approval, and extension callbacks to a real ACP host client when one is supplied.
+- Pydantic AI function tools are intentionally not executed directly by `AcpModel`; register tools on the ACP agent or expose host capabilities through ACP.
+
+Use this bridge when the thing you have is already an ACP agent and you want it to participate in code that expects a Pydantic AI provider/model. It is not another ACP server adapter and it does not replace `create_acp_agent(...)`.
 If you are using Codex-backed Pydantic models through `codex-auth-helper`, pass explicit
 instructions when building the model. That is the preferred seam for Codex-specific system behavior:
 
@@ -357,6 +387,8 @@ Focused docs recipes:
 `pydantic-acp` supports `pydantic-ai-slim>=2.0.0,<=2.4.0`. Pydantic AI V1 is
 no longer supported.
 
+The ACP client provider bridge depends on the Pydantic AI v2 `Provider` and `Model` contracts. Upgrades across major Pydantic AI versions should be deliberate because the adapter exposes both server-side ACP translation and client-side ACP provider integration.
+
 Every supported minor is exercised by the repository's runtime and type-check
 compatibility matrix. The adapter keeps upstream compatibility behind ACP Kit's
 bridge and runtime seams instead of scattering version checks through callers.
diff --git a/packages/adapters/pydantic-acp/pyproject.toml b/packages/adapters/pydantic-acp/pyproject.toml
index a3dcbe4..7387ab6 100644
--- a/packages/adapters/pydantic-acp/pyproject.toml
+++ b/packages/adapters/pydantic-acp/pyproject.toml
@@ -15,7 +15,7 @@ classifiers = [
     "Programming Language :: Python :: 3.13",
 ]
 dependencies = [
-    # fixed for compliance with current API
+    # fixed for compliance with current ACP API
     "agent-client-protocol==0.9.0",
     "anyio>=4.0.0",
     "pydantic-ai-slim>=2.0.0,<=2.4.0",
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/__init__.py b/packages/adapters/pydantic-acp/src/pydantic_acp/__init__.py
index 0193573..d04180b 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/__init__.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/__init__.py
@@ -52,6 +52,14 @@
     WebSearchBridge,
 )
 from .builders import AgentBridgeBuilder, AgentBridgeContributions
+from .client import (
+    ACP_MODEL_PROFILE,
+    AcpHostBridge,
+    AcpModel,
+    AcpPromptRenderer,
+    AcpProvider,
+    AcpUpdateRecord,
+)
 from .config import AdapterConfig
 from .hook_projection import HookEvent, HookProjectionMap
 from .host import (
@@ -138,48 +146,48 @@
 )
 
 __all__ = (
-    "AcpSessionContext",
+    "ACP_MODEL_PROFILE",
+    "DEFAULT_TEXT_TRUNCATION_MARKER",
     "AcpAgent",
-    "AgentFactory",
-    "AgentPromptBlock",
-    "AgentSource",
-    "ApprovalBridge",
-    "ApprovalStateProvider",
+    "AcpHostBridge",
+    "AcpModel",
+    "AcpPromptRenderer",
+    "AcpProvider",
+    "AcpSessionContext",
+    "AcpUpdateRecord",
     "AdapterConfig",
     "AdapterModel",
+    "AdapterPromptCapabilities",
     "AgentBridgeBuilder",
     "AgentBridgeContributions",
+    "AgentFactory",
+    "AgentPromptBlock",
+    "AgentSource",
     "AnthropicCompactionBridge",
+    "ApprovalBridge",
+    "ApprovalPolicy",
+    "ApprovalPolicyStore",
+    "ApprovalStateProvider",
     "AudioContentBlock",
-    "BufferedCapabilityBridge",
     "BlackBoxHarness",
     "BlobResourceContents",
+    "BufferedCapabilityBridge",
     "BuiltinToolProjectionMap",
     "CapabilityBridge",
     "ClientFilesystemBackend",
     "ClientHostContext",
     "ClientTerminalBackend",
+    "CompositeProjectionMap",
     "ConfigOption",
     "ConfigOptionsProvider",
-    "CompositeProjectionMap",
-    "compose_projection_maps",
-    "caution_for_command",
-    "caution_for_path",
-    "DEFAULT_TEXT_TRUNCATION_MARKER",
     "DefaultPermissionToolCallBuilder",
     "EmbeddedResourceContentBlock",
     "EventEmissionMode",
     "ExternalHookEventBridge",
+    "FactoryAgentSource",
     "FileSessionStore",
     "FileSystemProjectionMap",
-    "FactoryAgentSource",
     "FilesystemBackend",
-    "HostAccessDisposition",
-    "HostAccessPolicy",
-    "HostCommandEvaluation",
-    "HostPathEvaluation",
-    "HostRisk",
-    "HistoryProcessorCallable",
     "HarnessCodeModeBridge",
     "HarnessCodeModeProjectionMap",
     "HarnessFileSystemBridge",
@@ -187,84 +195,90 @@
     "HarnessShellBridge",
     "HarnessShellProjectionMap",
     "HistoryProcessorBridge",
+    "HistoryProcessorCallable",
     "HistoryProcessorContextual",
     "HistoryProcessorPlain",
     "HistoryProcessorWithContextAsync",
     "HistoryProcessorWithContextSync",
+    "HookBridge",
     "HookEvent",
     "HookProjectionMap",
-    "HookBridge",
+    "HostAccessDisposition",
+    "HostAccessPolicy",
+    "HostCommandEvaluation",
+    "HostPathEvaluation",
+    "HostRisk",
     "HttpMcpServer",
-    "ImageGenerationBridge",
     "ImageContentBlock",
+    "ImageGenerationBridge",
     "IncludeToolReturnSchemasBridge",
     "JsonValue",
-    "list_agent_hooks",
-    "MemorySessionStore",
-    "McpCapabilityBridge",
     "McpBridge",
+    "McpCapabilityBridge",
     "McpServerDefinition",
     "McpServerStdio",
     "McpToolDefinition",
+    "MemorySessionStore",
     "ModeState",
     "ModelSelectionState",
     "NativeApprovalBridge",
     "NativePlanPersistenceProvider",
     "OpenAICompactionBridge",
-    "AdapterPromptCapabilities",
+    "PermissionOptionSet",
+    "PermissionRequestContext",
+    "PermissionToolCallBuilder",
     "PlanEntry",
     "PlanGenerationType",
     "PlanProvider",
     "PrefixToolsBridge",
-    "ApprovalPolicy",
-    "ApprovalPolicyStore",
-    "ProjectionMap",
-    "ProjectionAwareApprovalBridge",
-    "ProjectionAwareToolClassifier",
-    "PromptModelOverrideProvider",
-    "PermissionOptionSet",
-    "PermissionRequestContext",
-    "PermissionToolCallBuilder",
-    "ResourceContentBlock",
-    "format_code_block",
-    "format_diff_preview",
-    "format_terminal_status",
     "PrepareOutputToolsBridge",
     "PrepareOutputToolsMode",
     "PrepareToolsBridge",
     "PrepareToolsMode",
-    "RegisteredHookInfo",
+    "ProjectionAwareApprovalBridge",
+    "ProjectionAwareToolClassifier",
+    "ProjectionMap",
+    "PromptModelOverrideProvider",
     "RecordingACPClient",
+    "RegisteredHookInfo",
+    "ResourceContentBlock",
     "RuntimeAgent",
-    "SetToolMetadataBridge",
-    "ThinkingBridge",
-    "ThreadExecutorBridge",
-    "ToolsetBridge",
-    "WebFetchBridge",
-    "WebSearchBridge",
-    "WebToolProjectionMap",
-    "SessionStore",
     "SessionMetadataApprovalPolicyStore",
     "SessionModelsProvider",
     "SessionModesProvider",
+    "SessionStore",
+    "SetToolMetadataBridge",
     "SlashCommandHandler",
     "SlashCommandProvider",
     "SlashCommandRequest",
     "SlashCommandResult",
+    "SseMcpServer",
     "StaticAgentSource",
     "StaticSlashCommand",
     "StaticSlashCommandProvider",
-    "SseMcpServer",
-    "single_line_summary",
     "TerminalBackend",
     "TextContentBlock",
     "TextResourceContents",
-    "truncate_lines",
-    "truncate_text",
+    "ThinkingBridge",
+    "ThreadExecutorBridge",
+    "ToolsetBridge",
     "UpdateRecord",
+    "WebFetchBridge",
+    "WebSearchBridge",
+    "WebToolProjectionMap",
     "__version__",
     "agent_message_texts",
+    "caution_for_command",
+    "caution_for_path",
+    "compose_projection_maps",
     "create_acp_agent",
+    "format_code_block",
+    "format_diff_preview",
+    "format_terminal_status",
+    "list_agent_hooks",
     "run_acp",
+    "single_line_summary",
     "supports_projection_aware_approval_bridge",
+    "truncate_lines",
+    "truncate_text",
 )
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/_projection_text.py b/packages/adapters/pydantic-acp/src/pydantic_acp/_projection_text.py
index 979d3ca..d1c86ee 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/_projection_text.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/_projection_text.py
@@ -87,7 +87,7 @@ def format_diff_preview(
             new_text.strip().splitlines(),
             lineterm="",
             n=context_lines,
-        )
+        ),
     )
     if not include_diff_headers:
         diff_lines = [
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/_slash_commands.py b/packages/adapters/pydantic-acp/src/pydantic_acp/_slash_commands.py
index 9be9657..06cbc57 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/_slash_commands.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/_slash_commands.py
@@ -3,8 +3,8 @@
 from collections.abc import Iterable
 
 __all__ = (
-    "MCP_SERVERS_COMMAND_NAME",
     "HOOKS_COMMAND_NAME",
+    "MCP_SERVERS_COMMAND_NAME",
     "MODEL_COMMAND_NAME",
     "RESERVED_SLASH_COMMAND_NAMES",
     "THINKING_COMMAND_NAME",
@@ -24,7 +24,7 @@
         TOOLS_COMMAND_NAME,
         HOOKS_COMMAND_NAME,
         MCP_SERVERS_COMMAND_NAME,
-    }
+    },
 )
 
 
@@ -43,12 +43,12 @@ def validate_mode_command_ids(mode_ids: Iterable[str]) -> None:
     if duplicate_ids:
         duplicate_text = ", ".join(duplicate_ids)
         raise ValueError(
-            f"Mode ids must be unique after normalization. Duplicate ids: {duplicate_text}."
+            f"Mode ids must be unique after normalization. Duplicate ids: {duplicate_text}.",
         )
     conflicting_ids = sorted(set(normalized_ids) & RESERVED_SLASH_COMMAND_NAMES)
     if conflicting_ids:
         conflict_text = ", ".join(conflicting_ids)
         raise ValueError(
             "Mode ids cannot reuse reserved slash command names "
-            f"({conflict_text}). Choose a more specific id outside the reserved keywords."
+            f"({conflict_text}). Choose a more specific id outside the reserved keywords.",
         )
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/_version.py b/packages/adapters/pydantic-acp/src/pydantic_acp/_version.py
index 47a3698..19692fb 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/_version.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/_version.py
@@ -2,4 +2,4 @@
 
 __all__ = ("__version__",)
 
-__version__ = "1.0.0"
+__version__ = "1.1.0"
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/agent_source.py b/packages/adapters/pydantic-acp/src/pydantic_acp/agent_source.py
index 283aaa7..d30727e 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/agent_source.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/agent_source.py
@@ -19,7 +19,8 @@
 
 class AgentFactory(Protocol[AgentFactoryDepsT, AgentFactoryOutputDataT]):
     def __call__(
-        self, session: AcpSessionContext
+        self,
+        session: AcpSessionContext,
     ) -> (
         PydanticAgent[AgentFactoryDepsT, AgentFactoryOutputDataT]
         | Awaitable[PydanticAgent[AgentFactoryDepsT, AgentFactoryOutputDataT]]
@@ -28,7 +29,8 @@ def __call__(
 
 class AgentSource(Protocol[AgentDepsT, OutputDataT]):
     async def get_agent(
-        self, session: AcpSessionContext
+        self,
+        session: AcpSessionContext,
     ) -> PydanticAgent[AgentDepsT, OutputDataT]: ...
 
     async def get_deps(
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/approvals.py b/packages/adapters/pydantic-acp/src/pydantic_acp/approvals.py
index eb3a1d3..7b28e75 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/approvals.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/approvals.py
@@ -88,7 +88,7 @@ def supports_projection_aware_approval_bridge(
 class NativeApprovalBridge:
     enable_persistent_choices: bool = False
     tool_call_builder: PermissionToolCallBuilder = field(
-        default_factory=DefaultPermissionToolCallBuilder
+        default_factory=DefaultPermissionToolCallBuilder,
     )
     policy_store: ApprovalPolicyStore = field(default_factory=SessionMetadataApprovalPolicyStore)
     option_set: PermissionOptionSet = field(default_factory=PermissionOptionSet)
@@ -109,7 +109,7 @@ async def resolve_deferred_approvals(
             remembered_policy = self._get_remembered_policy(session, approval_policy_key)
             if remembered_policy is not None:
                 deferred_results.approvals[tool_call.tool_call_id] = self._policy_to_result(
-                    remembered_policy
+                    remembered_policy,
                 )
                 continue
 
@@ -124,7 +124,7 @@ async def resolve_deferred_approvals(
                         cwd=session.cwd,
                         classifier=classifier,
                         projection_map=projection_map,
-                    )
+                    ),
                 ),
             )
             outcome = permission_response.outcome
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/awaitables.py b/packages/adapters/pydantic-acp/src/pydantic_acp/awaitables.py
index e05c8b7..d523ea9 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/awaitables.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/awaitables.py
@@ -21,6 +21,6 @@ def is_resolved(value: ValueT | Awaitable[ValueT]) -> TypeIs[ValueT]:
 
 async def resolve_value(value: ValueT | Awaitable[ValueT]) -> ValueT:
     if is_awaitable(value):
-        return await cast(Awaitable[ValueT], value)
+        return await cast("Awaitable[ValueT]", value)
     assert is_resolved(value)
     return value
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/__init__.py b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/__init__.py
index fdb495d..22f7c5d 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/__init__.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/__init__.py
@@ -38,16 +38,16 @@
 from .thinking import ThinkingBridge
 
 __all__ = (
+    "AnthropicCompactionBridge",
     "BufferedCapabilityBridge",
     "CapabilityBridge",
-    "AnthropicCompactionBridge",
     "EventEmissionMode",
     "ExternalHookEventBridge",
     "HarnessCodeModeBridge",
     "HarnessFileSystemBridge",
     "HarnessShellBridge",
-    "HistoryProcessorCallable",
     "HistoryProcessorBridge",
+    "HistoryProcessorCallable",
     "HistoryProcessorContextual",
     "HistoryProcessorPlain",
     "HistoryProcessorWithContextAsync",
@@ -55,8 +55,8 @@
     "HookBridge",
     "ImageGenerationBridge",
     "IncludeToolReturnSchemasBridge",
-    "McpCapabilityBridge",
     "McpBridge",
+    "McpCapabilityBridge",
     "McpServerDefinition",
     "McpToolDefinition",
     "OpenAICompactionBridge",
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/_hook_capability.py b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/_hook_capability.py
index aa1e202..47741c0 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/_hook_capability.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/_hook_capability.py
@@ -64,7 +64,7 @@ def enabled_hook_events(bridge: HookBridge) -> list[str]:
                 "wrap_tool_execute",
                 "after_tool_execute",
                 "on_tool_execute_error",
-            ]
+            ],
         )
     if bridge._output_validation_enabled:
         enabled.extend(
@@ -73,7 +73,7 @@ def enabled_hook_events(bridge: HookBridge) -> list[str]:
                 "wrap_output_validate",
                 "after_output_validate",
                 "on_output_validate_error",
-            ]
+            ],
         )
     if bridge._output_processing_enabled:
         enabled.extend(
@@ -82,7 +82,7 @@ def enabled_hook_events(bridge: HookBridge) -> list[str]:
                 "wrap_output_process",
                 "after_output_process",
                 "on_output_process_error",
-            ]
+            ],
         )
     if bridge._deferred_tool_calls_enabled:
         enabled.append("handle_deferred_tool_calls")
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/base.py b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/base.py
index 8e6732b..105bb38 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/base.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/base.py
@@ -195,7 +195,7 @@ def _record_started_event(
                     kind=kind,
                     status="in_progress",
                     raw_input=raw_input,
-                )
+                ),
             ],
         )
         return event_id
@@ -220,7 +220,7 @@ def _record_progress_event(
                     kind=kind,
                     status=status,
                     raw_output=raw_output,
-                )
+                ),
             ],
         )
 
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/capability_support.py b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/capability_support.py
index 091e273..71e8856 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/capability_support.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/capability_support.py
@@ -65,18 +65,18 @@
         "exa_search",
         "tavily_search",
         "web_search",
-    }
+    },
 )
 _DEFAULT_WEB_FETCH_TOOL_NAMES: Final[frozenset[str]] = frozenset({"web_fetch"})
 _DEFAULT_IMAGE_GENERATION_TOOL_NAMES: Final[frozenset[str]] = frozenset(
-    {"generate_image", "image_generation"}
+    {"generate_image", "image_generation"},
 )
 _DEFAULT_MCP_TOOL_NAME_PREFIXES: Final[frozenset[str]] = frozenset({"mcp_server:"})
 _DEFAULT_HARNESS_FILESYSTEM_TOOL_NAMES: Final[frozenset[str]] = frozenset(
-    {"create_directory", "edit_file", "list_directory", "read_file", "search_files", "write_file"}
+    {"create_directory", "edit_file", "list_directory", "read_file", "search_files", "write_file"},
 )
 _DEFAULT_HARNESS_SHELL_TOOL_NAMES: Final[frozenset[str]] = frozenset(
-    {"check_command", "run_command", "start_command", "stop_command"}
+    {"check_command", "run_command", "start_command", "stop_command"},
 )
 _DEFAULT_HARNESS_CODE_MODE_TOOL_NAMES: Final[frozenset[str]] = frozenset({"run_code"})
 
@@ -85,7 +85,7 @@ def _missing_harness_dependency(extra: str | None = None) -> ImportError:
     suffix = f"[{extra}]" if extra else ""
     return ImportError(
         "pydantic-ai-harness is required for this bridge. "
-        f"Install `pydantic-ai-harness{suffix}` alongside `pydantic-acp`."
+        f"Install `pydantic-ai-harness{suffix}` alongside `pydantic-acp`.",
     )
 
 
@@ -241,7 +241,7 @@ def build_capability(self, session: AcpSessionContext) -> AbstractCapability[Age
         }
         if self.protected_patterns is not None:
             kwargs["protected_patterns"] = list(self.protected_patterns)
-        return cast(AbstractCapability[AgentDepsT], FileSystem(**kwargs))
+        return cast("AbstractCapability[AgentDepsT]", FileSystem(**kwargs))
 
     def build_agent_capabilities(
         self,
@@ -320,7 +320,7 @@ def build_capability(self, session: AcpSessionContext) -> AbstractCapability[Age
         }
         if self.denied_commands is not None:
             kwargs["denied_commands"] = list(self.denied_commands)
-        return cast(AbstractCapability[AgentDepsT], Shell(**kwargs))
+        return cast("AbstractCapability[AgentDepsT]", Shell(**kwargs))
 
     def build_agent_capabilities(
         self,
@@ -377,9 +377,9 @@ def build_capability(self, session: AcpSessionContext) -> AbstractCapability[Age
         except ImportError as exc:
             raise _missing_harness_dependency("code-mode") from exc
         return cast(
-            AbstractCapability[AgentDepsT],
+            "AbstractCapability[AgentDepsT]",
             CodeMode(
-                tools=cast(Any, self.tools),
+                tools=cast("Any", self.tools),
                 max_retries=self.max_retries,
                 os_access=self.os_access,
                 mount=self.mount,
@@ -468,7 +468,7 @@ def get_session_metadata(
             "aspect_ratio": _json_string(self.aspect_ratio),
             "background": _json_string(self.background),
             "fallback_model": _json_string(
-                self.fallback_model if isinstance(self.fallback_model, str) else None
+                self.fallback_model if isinstance(self.fallback_model, str) else None,
             ),
             "input_fidelity": _json_string(self.input_fidelity),
             "moderation": _json_string(self.moderation),
@@ -480,7 +480,9 @@ def get_session_metadata(
         }
 
     def get_tool_kind(
-        self, tool_name: str, raw_input: JsonValue | None = None
+        self,
+        tool_name: str,
+        raw_input: JsonValue | None = None,
     ) -> Literal["execute"] | None:
         del raw_input
         return "execute" if tool_name in self.tool_names else None
@@ -538,7 +540,9 @@ def get_session_metadata(
         }
 
     def get_tool_kind(
-        self, tool_name: str, raw_input: JsonValue | None = None
+        self,
+        tool_name: str,
+        raw_input: JsonValue | None = None,
     ) -> Literal["execute"] | None:
         del raw_input
         return (
@@ -610,7 +614,9 @@ def get_session_metadata(
         }
 
     def get_tool_kind(
-        self, tool_name: str, raw_input: JsonValue | None = None
+        self,
+        tool_name: str,
+        raw_input: JsonValue | None = None,
     ) -> Literal["execute"] | None:
         del raw_input
         return "execute" if tool_name.startswith(f"{self.prefix}_") else None
@@ -833,7 +839,9 @@ def get_session_metadata(
         }
 
     def get_tool_kind(
-        self, tool_name: str, raw_input: JsonValue | None = None
+        self,
+        tool_name: str,
+        raw_input: JsonValue | None = None,
     ) -> Literal["search"] | None:
         del raw_input
         return "search" if tool_name in self.tool_names else None
@@ -888,7 +896,9 @@ def get_session_metadata(
         }
 
     def get_tool_kind(
-        self, tool_name: str, raw_input: JsonValue | None = None
+        self,
+        tool_name: str,
+        raw_input: JsonValue | None = None,
     ) -> Literal["fetch"] | None:
         del raw_input
         return "fetch" if tool_name in self.tool_names else None
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/history_processor.py b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/history_processor.py
index 92f3b84..ad59b92 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/history_processor.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/history_processor.py
@@ -17,10 +17,12 @@
 HistoryProcessorNoContextSync: TypeAlias = Callable[[ModelMessages], ModelMessages]
 HistoryProcessorNoContextAsync: TypeAlias = Callable[[ModelMessages], Awaitable[ModelMessages]]
 HistoryProcessorWithContextSync: TypeAlias = Callable[
-    [RunContext[AgentDepsT], ModelMessages], ModelMessages
+    [RunContext[AgentDepsT], ModelMessages],
+    ModelMessages,
 ]
 HistoryProcessorWithContextAsync: TypeAlias = Callable[
-    [RunContext[AgentDepsT], ModelMessages], Awaitable[ModelMessages]
+    [RunContext[AgentDepsT], ModelMessages],
+    Awaitable[ModelMessages],
 ]
 HistoryProcessorPlain: TypeAlias = HistoryProcessorNoContextSync | HistoryProcessorNoContextAsync
 HistoryProcessorContextual: TypeAlias = (
@@ -29,8 +31,8 @@
 HistoryProcessorCallable: TypeAlias = HistoryProcessorPlain | HistoryProcessorContextual[AgentDepsT]
 
 __all__ = (
-    "HistoryProcessorCallable",
     "HistoryProcessorBridge",
+    "HistoryProcessorCallable",
     "HistoryProcessorContextual",
     "HistoryProcessorPlain",
     "HistoryProcessorWithContextAsync",
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/prepare_tools.py b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/prepare_tools.py
index ff43584..819401d 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/prepare_tools.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/prepare_tools.py
@@ -174,7 +174,7 @@ def get_config_options(
                     )
                     for value in _PLAN_GENERATION_CONFIG_OPTIONS
                 ],
-            )
+            ),
         ]
 
     def set_mode(
@@ -249,7 +249,7 @@ def current_plan_generation_type(self, session: AcpSessionContext) -> PlanGenera
             isinstance(configured_value, str)
             and configured_value in _PLAN_GENERATION_CONFIG_OPTIONS
         ):
-            return cast(PlanGenerationType, configured_value)
+            return cast("PlanGenerationType", configured_value)
         return self.default_plan_generation_type
 
     def uses_tool_plan_generation(self, session: AcpSessionContext) -> bool:
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/thinking.py b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/thinking.py
index aff0f49..29e2bc2 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/thinking.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/bridges/thinking.py
@@ -65,7 +65,7 @@ def get_config_options(
                     )
                     for value in _THINKING_OPTIONS
                 ],
-            )
+            ),
         ]
 
     def get_model_settings(
@@ -79,7 +79,7 @@ def get_model_settings(
             return None
         if current_value == _DISABLED_THINKING_VALUE:
             return Thinking(False).get_model_settings()
-        effort = cast(ThinkingEffort, current_value)
+        effort = cast("ThinkingEffort", current_value)
         return Thinking(effort=effort).get_model_settings()
 
     def get_session_metadata(
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/client.py b/packages/adapters/pydantic-acp/src/pydantic_acp/client.py
new file mode 100644
index 0000000..e7accc1
--- /dev/null
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/client.py
@@ -0,0 +1,973 @@
+from __future__ import annotations as _annotations
+
+import asyncio
+import inspect
+from collections.abc import AsyncGenerator, Awaitable, Callable, Sequence
+from contextlib import asynccontextmanager
+from datetime import datetime
+from pathlib import Path
+from typing import Any, Literal, TypeAlias, cast, overload
+from uuid import uuid4
+
+from acp import PROTOCOL_VERSION
+from acp.exceptions import RequestError
+from acp.helpers import text_block
+from acp.interfaces import Agent as AcpAgent
+from acp.interfaces import Client as AcpClient
+from acp.schema import (
+    AgentMessageChunk,
+    ClientCapabilities,
+    CreateTerminalResponse,
+    EnvVariable,
+    Implementation,
+    KillTerminalResponse,
+    PermissionOption,
+    ReadTextFileResponse,
+    ReleaseTerminalResponse,
+    RequestPermissionResponse,
+    TerminalOutputResponse,
+    ToolCallUpdate,
+    UsageUpdate,
+    WaitForTerminalExitResponse,
+    WriteTextFileResponse,
+)
+from pydantic_ai.exceptions import UserError
+from pydantic_ai.messages import (
+    AudioUrl,
+    BinaryContent,
+    DocumentUrl,
+    FinishReason,
+    ImageUrl,
+    ModelMessage,
+    ModelRequest,
+    ModelResponse,
+    ModelResponseStreamEvent,
+    RetryPromptPart,
+    SystemPromptPart,
+    TextContent,
+    TextPart,
+    ToolReturnPart,
+    UploadedFile,
+    UserContent,
+    UserPromptPart,
+    VideoUrl,
+)
+from pydantic_ai.models import Model, ModelRequestParameters, StreamedResponse
+from pydantic_ai.native_tools import AbstractNativeTool
+from pydantic_ai.profiles import ModelProfile, ModelProfileSpec
+from pydantic_ai.providers import Provider
+from pydantic_ai.settings import ModelSettings
+from pydantic_ai.usage import RequestUsage
+
+from ._version import __version__
+from .types import AgentPromptBlock
+
+HistoryMode: TypeAlias = Literal["latest_user", "full"]
+
+AcpPromptRenderer: TypeAlias = Callable[
+    [Sequence[ModelMessage], ModelRequestParameters],
+    Sequence[AgentPromptBlock] | Awaitable[Sequence[AgentPromptBlock]],
+]
+
+ACP_MODEL_PROFILE: ModelProfile = ModelProfile(
+    supports_tools=False,
+    supports_json_schema_output=False,
+    supports_json_object_output=False,
+    supports_image_output=False,
+    supported_native_tools=frozenset[type[AbstractNativeTool]](),
+)
+
+__all__ = (
+    "ACP_MODEL_PROFILE",
+    "AcpHostBridge",
+    "AcpModel",
+    "AcpPromptRenderer",
+    "AcpProvider",
+    "AcpUpdateRecord",
+)
+
+
+# ---------------------------------------------------------------------------
+# AcpUpdateRecord
+# ---------------------------------------------------------------------------
+
+
+class AcpUpdateRecord:
+    """A host-side ACP update observed while an ACP-backed model request runs."""
+
+    __slots__ = ("session_id", "source", "update")
+
+    def __init__(self, *, session_id: str, update: Any, source: str | None = None) -> None:
+        self.session_id = session_id
+        self.update = update
+        self.source = source
+
+
+# ---------------------------------------------------------------------------
+# AcpHostBridge
+# ---------------------------------------------------------------------------
+
+
+class AcpHostBridge:
+    """Minimal ACP host/client implementation used by :class:`AcpProvider`.
+
+    ACP agents send their visible output to a connected ACP client via
+    ``session_update``. Pydantic AI models, however, return a ``ModelResponse``.
+    This bridge is the seam between the two contracts: it records ACP updates so
+    ``AcpModel`` can fold agent message chunks back into Pydantic AI response
+    parts, while optionally delegating real host operations to an upstream ACP
+    client supplied by the caller.
+
+    The bridge intentionally does not emulate a filesystem, terminal, approval
+    UI, or extension namespace. When an ACP agent asks for such host operations
+    and no delegate was supplied, the request fails explicitly instead of
+    inventing host behavior that is not present.
+    """
+
+    def __init__(self, *, delegate: AcpClient | None = None) -> None:
+        self.delegate = delegate
+        self.updates: list[AcpUpdateRecord] = []
+
+    def snapshot_index(self) -> int:
+        """Return an index that can later be used to read only new updates."""
+        return len(self.updates)
+
+    def records_since(
+        self,
+        index: int,
+        *,
+        session_id: str | None = None,
+    ) -> list[AcpUpdateRecord]:
+        """Return recorded updates after ``index``, optionally scoped to a session."""
+        records = self.updates[index:]
+        if session_id is None:
+            return list(records)
+        return [record for record in records if record.session_id == session_id]
+
+    def agent_message_text_since(self, index: int, *, session_id: str) -> str:
+        """Concatenate ACP agent message chunks recorded after ``index``."""
+        text_parts: list[str] = []
+        for record in self.records_since(index, session_id=session_id):
+            update = record.update
+            if not _is_agent_message_chunk(update):
+                continue
+            content = getattr(update, "content", None)
+            text = getattr(content, "text", None)
+            if isinstance(text, str):
+                text_parts.append(text)
+        return "".join(text_parts)
+
+    def usage_update_since(self, index: int, *, session_id: str) -> RequestUsage:
+        """Collect the latest ACP usage update observed after ``index``."""
+        usage = RequestUsage()
+        for record in self.records_since(index, session_id=session_id):
+            update = record.update
+            if not isinstance(update, UsageUpdate):
+                continue
+            usage = _usage_from_acp(getattr(update, "usage", None))
+        return usage
+
+    async def session_update(
+        self,
+        session_id: str,
+        update: Any,
+        **kwargs: Any,
+    ) -> None:
+        """Record an ACP update and optionally forward it to a real host client."""
+        self.updates.append(
+            AcpUpdateRecord(
+                session_id=session_id,
+                update=update,
+                source=kwargs.get("source"),
+            ),
+        )
+        if self.delegate is not None and hasattr(self.delegate, "session_update"):
+            await self._call_delegate(
+                "session_update",
+                session_id=session_id,
+                update=update,
+                **kwargs,
+            )
+
+    async def request_permission(
+        self,
+        options: list[PermissionOption],
+        session_id: str,
+        tool_call: ToolCallUpdate,
+        **kwargs: Any,
+    ) -> RequestPermissionResponse:
+        return await self._call_delegate(
+            "request_permission",
+            options=options,
+            session_id=session_id,
+            tool_call=tool_call,
+            **kwargs,
+        )
+
+    async def write_text_file(
+        self,
+        content: str,
+        path: str,
+        session_id: str,
+        **kwargs: Any,
+    ) -> WriteTextFileResponse | None:
+        return await self._call_delegate(
+            "write_text_file",
+            content=content,
+            path=path,
+            session_id=session_id,
+            **kwargs,
+        )
+
+    async def read_text_file(
+        self,
+        path: str,
+        session_id: str,
+        limit: int | None = None,
+        line: int | None = None,
+        **kwargs: Any,
+    ) -> ReadTextFileResponse:
+        return await self._call_delegate(
+            "read_text_file",
+            path=path,
+            session_id=session_id,
+            limit=limit,
+            line=line,
+            **kwargs,
+        )
+
+    async def create_terminal(
+        self,
+        command: str,
+        session_id: str,
+        args: list[str] | None = None,
+        cwd: str | None = None,
+        env: list[EnvVariable] | None = None,
+        output_byte_limit: int | None = None,
+        **kwargs: Any,
+    ) -> CreateTerminalResponse:
+        return await self._call_delegate(
+            "create_terminal",
+            command=command,
+            session_id=session_id,
+            args=args,
+            cwd=cwd,
+            env=env,
+            output_byte_limit=output_byte_limit,
+            **kwargs,
+        )
+
+    async def terminal_output(
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
+    ) -> TerminalOutputResponse:
+        return await self._call_delegate(
+            "terminal_output",
+            session_id=session_id,
+            terminal_id=terminal_id,
+            **kwargs,
+        )
+
+    async def release_terminal(
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
+    ) -> ReleaseTerminalResponse | None:
+        return await self._call_delegate(
+            "release_terminal",
+            session_id=session_id,
+            terminal_id=terminal_id,
+            **kwargs,
+        )
+
+    async def wait_for_terminal_exit(
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
+    ) -> WaitForTerminalExitResponse:
+        return await self._call_delegate(
+            "wait_for_terminal_exit",
+            session_id=session_id,
+            terminal_id=terminal_id,
+            **kwargs,
+        )
+
+    async def kill_terminal(
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
+    ) -> KillTerminalResponse | None:
+        return await self._call_delegate(
+            "kill_terminal",
+            session_id=session_id,
+            terminal_id=terminal_id,
+            **kwargs,
+        )
+
+    async def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any]:
+        return await self._call_delegate("ext_method", method=method, params=params)
+
+    async def ext_notification(self, method: str, params: dict[str, Any]) -> None:
+        if self.delegate is None or not hasattr(self.delegate, "ext_notification"):
+            return
+        await self._call_delegate("ext_notification", method=method, params=params)
+
+    def on_connect(self, conn: AcpAgent) -> None:
+        """Forward reverse connections to a delegate host client when it supports them."""
+        if self.delegate is not None and hasattr(self.delegate, "on_connect"):
+            self.delegate.on_connect(conn)
+
+    async def _call_delegate(self, method_name: str, **kwargs: Any) -> Any:
+        delegate = self.delegate
+        method = getattr(delegate, method_name, None) if delegate is not None else None
+        if method is None:
+            raise RuntimeError(
+                f"ACP agent requested host method {method_name!r}, but no host client delegate "
+                "was supplied to AcpProvider.",
+            )
+        result = method(**kwargs)
+        if inspect.isawaitable(result):
+            return await result
+        return result
+
+
+# ---------------------------------------------------------------------------
+# Internal result type
+# ---------------------------------------------------------------------------
+
+
+class _AcpPromptResult:
+    __slots__ = ("session_id", "stop_reason", "text", "usage")
+
+    def __init__(
+        self,
+        *,
+        text: str,
+        usage: RequestUsage,
+        stop_reason: str | None,
+        session_id: str,
+    ) -> None:
+        self.text = text
+        self.usage = usage
+        self.stop_reason = stop_reason
+        self.session_id = session_id
+
+
+# ---------------------------------------------------------------------------
+# AcpProvider
+# ---------------------------------------------------------------------------
+
+
+class AcpProvider(Provider[AcpAgent]):
+    """Pydantic AI provider that treats an ACP agent as the model backend.
+
+    This is the inverse of the normal ``pydantic-acp`` server adapter. The
+    server adapter exposes a ``pydantic_ai.Agent`` through ACP. ``AcpProvider``
+    consumes an existing ACP agent and makes it available to Pydantic AI as a
+    provider/model pair, so application code can write ordinary Pydantic AI
+    agents while delegating the underlying model turn to ACP.
+
+    The provider owns ACP protocol/session setup, model selection handoff via
+    ``set_session_model`` when the remote agent supports it, host/client update
+    capture, and prompt rendering. It deliberately remains a provider rather
+    than an alternate agent framework: Pydantic AI still owns the outer agent
+    run, result validation, usage accumulation, and history shape.
+    """
+
+    _history_mode: HistoryMode
+
+    # -- overloads matching the OpenAIProvider pattern ----------------------
+
+    @overload
+    def __init__(self, *, acp_client: AcpAgent) -> None: ...
+
+    @overload
+    def __init__(
+        self,
+        acp_client: None = None,
+        *,
+        agent: AcpAgent,
+        host_client: AcpClient | None = None,
+        cwd: str | Path = ".",
+        name: str = "acp",
+        base_url: str = "acp://local",
+        protocol_version: int = PROTOCOL_VERSION,
+        client_capabilities: ClientCapabilities | None = None,
+        client_info: Implementation | None = None,
+        mcp_servers: Sequence[Any] | None = None,
+        prompt_renderer: AcpPromptRenderer | None = None,
+        history_mode: HistoryMode = "latest_user",
+    ) -> None: ...
+
+    def __init__(
+        self,
+        acp_client: AcpAgent | None = None,
+        *,
+        agent: AcpAgent | None = None,
+        host_client: AcpClient | None = None,
+        cwd: str | Path = ".",
+        name: str = "acp",
+        base_url: str = "acp://local",
+        protocol_version: int = PROTOCOL_VERSION,
+        client_capabilities: ClientCapabilities | None = None,
+        client_info: Implementation | None = None,
+        mcp_servers: Sequence[Any] | None = None,
+        prompt_renderer: AcpPromptRenderer | None = None,
+        history_mode: HistoryMode = "latest_user",
+    ) -> None:
+        """Create a new ACP provider.
+
+        Args:
+            acp_client: An existing :class:`AcpAgent` client to use directly.
+                If provided, all other arguments must be ``None`` / defaults.
+            agent: The in-process ACP agent to wrap. Required when
+                ``acp_client`` is ``None``.
+            host_client: Optional upstream :class:`AcpClient` to delegate real
+                host operations to (file I/O, terminals, permissions, etc.).
+            cwd: Working directory passed to the ACP session on creation.
+            name: Provider name reported via :attr:`name`. Defaults to
+                ``"acp"``.
+            base_url: Base URL reported via :attr:`base_url`. Defaults to
+                ``"acp://local"``.
+            protocol_version: ACP protocol version used during
+                ``initialize``. Defaults to :data:`acp.PROTOCOL_VERSION`.
+            client_capabilities: ACP client capabilities sent during
+                ``initialize``. Defaults to an empty
+                :class:`~acp.schema.ClientCapabilities`.
+            client_info: ACP implementation info sent during ``initialize``.
+                Defaults to a ``pydantic-acp-client`` stub.
+            mcp_servers: Optional list of MCP servers forwarded to
+                ``new_session``.
+            prompt_renderer: Custom callable that converts Pydantic AI
+                messages into ACP prompt blocks. When ``None`` the built-in
+                renderer is used.
+            history_mode: Controls how previous messages are rendered into
+                the ACP prompt. ``"latest_user"`` (default) sends only the
+                latest user turn; ``"full"`` sends the entire conversation.
+
+        """
+        if acp_client is not None:
+            assert agent is None, "Cannot provide both `acp_client` and `agent`"
+            assert host_client is None, "Cannot provide both `acp_client` and `host_client`"
+            self._client = acp_client
+        else:
+            assert agent is not None, "Must provide either `acp_client` or `agent`"
+            self._client = agent
+
+        self._host = AcpHostBridge(delegate=host_client)
+        self._name = name
+        self._base_url = base_url
+        self._cwd = str(cwd)
+        self._protocol_version = protocol_version
+        self._client_capabilities = client_capabilities
+        self._client_info = client_info or Implementation(
+            name="pydantic-acp-client",
+            version=__version__,
+        )
+        self._mcp_servers = list(mcp_servers or [])
+        self._prompt_renderer = prompt_renderer
+        self._history_mode = history_mode
+        self._initialized = False
+        self._session_id: str | None = None
+        self._current_model_name: str | None = None
+        self._session_lock: asyncio.Lock | None = None
+        self._session_lock_loop: asyncio.AbstractEventLoop | None = None
+
+        if hasattr(self._client, "on_connect"):
+            self._client.on_connect(self._host)
+
+    # -- Provider abstract interface ----------------------------------------
+
+    @property
+    def name(self) -> str:
+        return self._name
+
+    @property
+    def base_url(self) -> str:
+        return self._base_url
+
+    @property
+    def client(self) -> AcpAgent:
+        return self._client
+
+    @staticmethod
+    def model_profile(model_name: str) -> ModelProfile | None:
+        del model_name
+        return ACP_MODEL_PROFILE
+
+    # -- Additional public API ----------------------------------------------
+
+    @property
+    def session_id(self) -> str | None:
+        return self._session_id
+
+    @property
+    def host(self) -> AcpHostBridge:
+        """The ACP host bridge connected to the wrapped ACP agent."""
+        return self._host
+
+    @property
+    def updates(self) -> list[AcpUpdateRecord]:
+        """All ACP updates recorded by the host bridge so far."""
+        return list(self._host.updates)
+
+    def model(
+        self,
+        model_name: str = "agent",
+        *,
+        settings: ModelSettings | None = None,
+        profile: ModelProfileSpec | None = None,
+        history_mode: HistoryMode | None = None,
+    ) -> AcpModel:
+        """Build an :class:`AcpModel` bound to this provider."""
+        if history_mode is not None:
+            self._history_mode = history_mode
+        return AcpModel(
+            model_name=model_name,
+            provider=self,
+            settings=settings,
+            profile=profile,
+        )
+
+    async def render_prompt_blocks(
+        self,
+        messages: Sequence[ModelMessage],
+        model_request_parameters: ModelRequestParameters,
+    ) -> list[AgentPromptBlock]:
+        """Render Pydantic AI model messages into ACP prompt blocks."""
+        if self._prompt_renderer is None:
+            return _default_render_prompt_blocks(
+                messages,
+                model_request_parameters,
+                history_mode=self._history_mode,
+            )
+        rendered = self._prompt_renderer(messages, model_request_parameters)
+        if inspect.isawaitable(rendered):
+            rendered = await rendered
+        return list(cast(Sequence[AgentPromptBlock], rendered))
+
+    async def request_prompt(
+        self,
+        *,
+        model_name: str,
+        prompt: Sequence[AgentPromptBlock],
+    ) -> _AcpPromptResult:
+        """Send one prompt turn to the ACP agent and collect its visible text."""
+        session_id = await self._ensure_session(model_name=model_name)
+        start_index = self._host.snapshot_index()
+        prompt_response = await self._client.prompt(
+            prompt=list(prompt),
+            session_id=session_id,
+            message_id=uuid4().hex,
+        )
+        text = self._host.agent_message_text_since(start_index, session_id=session_id)
+        if not text:
+            text = _extract_text(prompt_response)
+
+        usage = _usage_from_acp(getattr(prompt_response, "usage", None))
+        if not usage.has_values():
+            usage = self._host.usage_update_since(start_index, session_id=session_id)
+        stop_reason = getattr(prompt_response, "stop_reason", None) or getattr(
+            prompt_response,
+            "stopReason",
+            None,
+        )
+        return _AcpPromptResult(
+            text=text,
+            usage=usage,
+            stop_reason=stop_reason,
+            session_id=session_id,
+        )
+
+    async def _ensure_session(self, *, model_name: str) -> str:
+        async with self._get_session_lock():
+            if not self._initialized:
+                await self._client.initialize(
+                    protocol_version=self._protocol_version,
+                    client_capabilities=self._client_capabilities or ClientCapabilities(),
+                    client_info=self._client_info,
+                )
+                self._initialized = True
+
+            if self._session_id is None:
+                session = await self._client.new_session(
+                    cwd=self._cwd,
+                    mcp_servers=list(self._mcp_servers),
+                )
+                self._session_id = session.session_id
+
+            if self._current_model_name == model_name:
+                return self._session_id
+
+            set_session_model = getattr(self._client, "set_session_model", None)
+            if set_session_model is not None:
+                try:
+                    result = set_session_model(
+                        model_id=model_name,
+                        session_id=self._session_id,
+                    )
+                    if inspect.isawaitable(result):
+                        await result
+                    self._current_model_name = model_name
+                except RequestError as exc:
+                    if exc.code != -32601:
+                        raise
+                    if not (
+                        (exc.data or {}).get("method") == "session/set_model"
+                        or "session/set_model" in str(exc)
+                    ):
+                        raise
+                    # Method not found - assume model was set during session creation
+                    self._current_model_name = model_name
+            else:
+                # Method doesn't exist - assume model was set during session creation
+                self._current_model_name = model_name
+
+        return self._session_id
+
+    def _get_session_lock(self) -> asyncio.Lock:
+        loop = asyncio.get_running_loop()
+        if self._session_lock is None or self._session_lock_loop is not loop:
+            self._session_lock = asyncio.Lock()
+            self._session_lock_loop = loop
+        return self._session_lock
+
+
+# ---------------------------------------------------------------------------
+# AcpModel
+# ---------------------------------------------------------------------------
+
+
+class AcpModel(Model[AcpAgent]):
+    """Pydantic AI ``Model`` backed by an ACP agent provider."""
+
+    _provider: Provider[AcpAgent]
+
+    def __init__(
+        self,
+        model_name: str,
+        *,
+        provider: AcpProvider,
+        settings: ModelSettings | None = None,
+        profile: ModelProfileSpec | None = None,
+    ) -> None:
+        self._model_name = model_name
+        self._provider = provider
+        super().__init__(settings=settings, profile=profile or ACP_MODEL_PROFILE)
+
+    @property
+    def model_name(self) -> str:
+        return self._model_name
+
+    @property
+    def system(self) -> str:
+        return self._provider.name
+
+    @property
+    def base_url(self) -> str:
+        return self._provider.base_url
+
+    @classmethod
+    def supported_native_tools(cls) -> frozenset[type[AbstractNativeTool]]:
+        return frozenset()
+
+    async def request(
+        self,
+        messages: list[ModelMessage],
+        model_settings: ModelSettings | None,
+        model_request_parameters: ModelRequestParameters,
+    ) -> ModelResponse:
+        model_settings, model_request_parameters = self.prepare_request(
+            model_settings,
+            model_request_parameters,
+        )
+        del model_settings
+        self._ensure_supported_request(model_request_parameters)
+        provider = cast(AcpProvider, self._provider)
+        prompt = await provider.render_prompt_blocks(messages, model_request_parameters)
+        acp_result = await provider.request_prompt(
+            model_name=self.model_name,
+            prompt=prompt,
+        )
+        parts = [TextPart(acp_result.text, provider_name=self.system)] if acp_result.text else []
+        return ModelResponse(
+            parts=parts,
+            model_name=self.model_name,
+            provider_name=self.system,
+            provider_url=self.base_url,
+            usage=acp_result.usage,
+            finish_reason=_finish_reason_from_acp(acp_result.stop_reason),
+            provider_details={"acp_session_id": acp_result.session_id},
+        )
+
+    @asynccontextmanager
+    async def request_stream(
+        self,
+        messages: list[ModelMessage],
+        model_settings: ModelSettings | None,
+        model_request_parameters: ModelRequestParameters,
+        run_context: Any | None = None,
+    ) -> AsyncGenerator[StreamedResponse, None]:
+        response = await self.request(messages, model_settings, model_request_parameters)
+        yield _AcpBufferedStreamedResponse(
+            model_request_parameters=model_request_parameters,
+            response=response,
+        )
+
+    def _ensure_supported_request(self, params: ModelRequestParameters) -> None:
+        if params.function_tools:
+            tool_names = ", ".join(tool.name for tool in params.function_tools)
+            raise UserError(
+                "AcpModel delegates a model turn to an ACP agent and cannot execute "
+                f"Pydantic AI function tools directly: {tool_names}. Register tools on "
+                "the ACP agent or provide them through an ACP host bridge instead.",
+            )
+        if params.native_tools:
+            raise UserError(
+                "AcpModel does not expose Pydantic AI native tools directly; use the "
+                "ACP agent/provider side for native capabilities.",
+            )
+        if params.output_tools or not params.allow_text_output:
+            raise UserError(
+                "AcpModel is a text-response provider bridge. Structured/tool-only "
+                "output must be implemented by the ACP agent or validated after the run.",
+            )
+
+
+# ---------------------------------------------------------------------------
+# _AcpBufferedStreamedResponse
+# ---------------------------------------------------------------------------
+
+
+class _AcpBufferedStreamedResponse(StreamedResponse):
+    __slots__ = ("_response", "_usage", "finish_reason", "provider_details", "provider_response_id")
+
+    def __init__(
+        self,
+        *,
+        model_request_parameters: ModelRequestParameters,
+        response: ModelResponse,
+    ) -> None:
+        super().__init__(model_request_parameters=model_request_parameters)
+        self._response = response
+        self._usage = response.usage
+        self.provider_response_id = response.provider_response_id
+        self.provider_details = response.provider_details
+        self.finish_reason = response.finish_reason
+
+    async def _get_event_iterator(self) -> AsyncGenerator[ModelResponseStreamEvent, None]:
+        for part in self._response.parts:
+            if not isinstance(part, TextPart):
+                continue
+            for event in self._parts_manager.handle_text_delta(
+                vendor_part_id=part.id or "content",
+                content=part.content,
+            ):
+                yield event
+
+    async def close_stream(self) -> None:
+        return None
+
+    @property
+    def model_name(self) -> str:
+        return self._response.model_name or "acp"
+
+    @property
+    def provider_name(self) -> str | None:
+        return self._response.provider_name
+
+    @property
+    def provider_url(self) -> str | None:
+        return self._response.provider_url
+
+    @property
+    def timestamp(self) -> datetime:
+        return self._response.timestamp
+
+
+# ---------------------------------------------------------------------------
+# Helpers
+# ---------------------------------------------------------------------------
+
+
+def _default_render_prompt_blocks(
+    messages: Sequence[ModelMessage],
+    model_request_parameters: ModelRequestParameters,
+    *,
+    history_mode: HistoryMode = "latest_user",
+) -> list[AgentPromptBlock]:
+    del model_request_parameters
+    if history_mode == "latest_user":
+        latest = _latest_model_request(messages)
+        if latest is not None:
+            text = _render_message(latest, include_role=False)
+            if text.strip():
+                return [text_block(text)]
+    if not messages:
+        return []
+    full_text = "\n\n".join(
+        _render_message(message, include_role=True) for message in messages
+    ).strip()
+    return [text_block(full_text)] if full_text else []
+
+
+def _latest_model_request(messages: Sequence[ModelMessage]) -> ModelMessage | None:
+    for message in reversed(messages):
+        if isinstance(message, ModelRequest):
+            return message
+    return messages[-1] if messages else None
+
+
+def _render_message(message: ModelMessage, *, include_role: bool) -> str:
+    if isinstance(message, ModelRequest):
+        text = _render_request_as_text(message)
+    else:
+        text = message.text or ""
+    if not include_role or not text:
+        return text
+    role = "user" if isinstance(message, ModelRequest) else "assistant"
+    return f"<{role}>\n{text}\n{role}>"
+
+
+def _render_request_as_text(request: ModelRequest) -> str:
+    rendered: list[str] = []
+    if request.instructions:
+        rendered.append(_section("Instructions", request.instructions))
+    for part in request.parts:
+        if isinstance(part, UserPromptPart):
+            rendered.append(_render_user_prompt(part))
+        elif isinstance(part, SystemPromptPart):
+            rendered.append(_section("System", part.content))
+        elif isinstance(part, ToolReturnPart):
+            rendered.append(_render_tool_return(part))
+        elif isinstance(part, RetryPromptPart):
+            rendered.append(part.model_response())
+    return "\n\n".join(item for item in rendered if item).strip()
+
+
+def _render_user_prompt(part: UserPromptPart) -> str:
+    return _render_user_content(part.content)
+
+
+def _render_user_content(content: str | Sequence[UserContent]) -> str:
+    if isinstance(content, str):
+        return content
+    rendered: list[str] = []
+    for item in content:
+        rendered.append(_render_user_content_item(item))
+    return "\n\n".join(item for item in rendered if item)
+
+
+def _render_user_content_item(item: UserContent) -> str:
+    if isinstance(item, str):
+        return item
+    if isinstance(item, TextContent):
+        return item.content
+    if isinstance(item, BinaryContent):
+        return f"[binary:{item.media_type}:{len(item.data)} bytes]"
+    if isinstance(item, ImageUrl | AudioUrl | DocumentUrl | VideoUrl):
+        return f"[{item.kind}:{item.url}]"
+    if isinstance(item, UploadedFile):
+        return f"[uploaded-file:{item.provider_name}:{item.file_id}]"
+    kind = getattr(item, "kind", type(item).__name__)
+    return f"[{kind}]"
+
+
+def _render_tool_return(part: ToolReturnPart) -> str:
+    label = part.tool_name or part.tool_call_id
+    content = part.model_response_str()
+    return _section(f"Tool result: {label}", content)
+
+
+def _section(title: str, content: str) -> str:
+    content = content.strip()
+    if not content:
+        return ""
+    return f"{title}:\n{content}"
+
+
+def _is_agent_message_chunk(update: Any) -> bool:
+    return (
+        isinstance(update, AgentMessageChunk)
+        or getattr(update, "session_update", None) == "agent_message_chunk"
+    )
+
+
+def _usage_from_acp(value: Any) -> RequestUsage:
+    if value is None:
+        return RequestUsage()
+    details: dict[str, int] = {}
+    thought_tokens = _int_attr(value, "thought_tokens")
+    if thought_tokens:
+        details["reasoning_tokens"] = thought_tokens
+    return RequestUsage(
+        input_tokens=_int_attr(value, "input_tokens"),
+        cache_write_tokens=_int_attr(value, "cached_write_tokens"),
+        cache_read_tokens=_int_attr(value, "cached_read_tokens"),
+        output_tokens=_int_attr(value, "output_tokens"),
+        details=details,
+    )
+
+
+def _int_attr(value: Any, name: str) -> int:
+    raw_value = getattr(value, name, 0) or 0
+    return int(raw_value)
+
+
+def _finish_reason_from_acp(stop_reason: str | None) -> FinishReason:
+    if stop_reason in (None, "end_turn", "stop"):
+        return "stop"
+    if stop_reason in ("max_tokens", "length"):
+        return "length"
+    if stop_reason == "cancelled":
+        return "error"
+    return "stop"
+
+
+_TEXT_FIELD_NAMES = ("text", "delta", "message", "output_text", "content", "response", "data")
+
+
+def _extract_text(value: Any) -> str:
+    """Recursively collect text from an ACP response or session-update payload."""
+    return "".join(
+        candidate for candidate in _walk_text_candidates(value) if isinstance(candidate, str)
+    )
+
+
+def _walk_text_candidates(value: Any) -> list[Any]:
+    if value is None:
+        return []
+    if isinstance(value, str):
+        return [value]
+    if isinstance(value, AgentMessageChunk):
+        content = getattr(value, "content", None)
+        text = getattr(content, "text", None)
+        return [text] if isinstance(text, str) else []
+    if isinstance(value, Sequence) and not isinstance(value, (bytes, bytearray)):
+        items: list[Any] = []
+        for item in value:
+            items.extend(_walk_text_candidates(item))
+        return items
+    candidates: list[Any] = []
+    content = _response_field(value, "content")
+    if content is not None and content is not value:
+        candidates.extend(_walk_text_candidates(content))
+    for name in _TEXT_FIELD_NAMES:
+        attr = _response_field(value, name)
+        if isinstance(attr, str):
+            candidates.append(attr)
+    return candidates
+
+
+def _response_field(response: Any, *names: str) -> Any:
+    for name in names:
+        if isinstance(response, dict) and name in response:
+            return response[name]
+        if hasattr(response, name):
+            return getattr(response, name)
+    return None
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/config.py b/packages/adapters/pydantic-acp/src/pydantic_acp/config.py
index 4008b26..f65209e 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/config.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/config.py
@@ -56,7 +56,7 @@ class AdapterConfig:
     native_plan_persistence_provider: NativePlanPersistenceProvider | None = None
     plan_provider: PlanProvider | None = None
     prompt_capabilities: AdapterPromptCapabilities = field(
-        default_factory=AdapterPromptCapabilities
+        default_factory=AdapterPromptCapabilities,
     )
     prompt_model_override_provider: PromptModelOverrideProvider | None = None
     replay_history_on_load: bool = True
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/host/__init__.py b/packages/adapters/pydantic-acp/src/pydantic_acp/host/__init__.py
index d51bdad..60c54e3 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/host/__init__.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/host/__init__.py
@@ -12,14 +12,14 @@
 from .terminal import ClientTerminalBackend, TerminalBackend
 
 __all__ = (
+    "ClientFilesystemBackend",
+    "ClientHostContext",
+    "ClientTerminalBackend",
+    "FilesystemBackend",
     "HostAccessDisposition",
     "HostAccessPolicy",
     "HostCommandEvaluation",
     "HostPathEvaluation",
     "HostRisk",
-    "ClientFilesystemBackend",
-    "ClientHostContext",
-    "ClientTerminalBackend",
-    "FilesystemBackend",
     "TerminalBackend",
 )
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/host/policy.py b/packages/adapters/pydantic-acp/src/pydantic_acp/host/policy.py
index 22e1eb7..ea63447 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/host/policy.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/host/policy.py
@@ -198,7 +198,8 @@ def evaluate_path(
         disposition: HostAccessDisposition = "allow"
         outside_cwd = not path_is_within_root(resolved_path, normalized_session_cwd)
         outside_workspace = normalized_workspace_root is not None and not path_is_within_root(
-            resolved_path, normalized_workspace_root
+            resolved_path,
+            normalized_workspace_root,
         )
 
         if is_absolute_input:
@@ -208,7 +209,7 @@ def evaluate_path(
                     code="absolute_path",
                     message=f"Path is absolute: {resolved_path}",
                     path=resolved_path,
-                )
+                ),
             )
         if outside_cwd:
             disposition = _stronger_disposition(disposition, self.path_outside_cwd)
@@ -217,7 +218,7 @@ def evaluate_path(
                     code="outside_cwd",
                     message=f"Path is outside the active session cwd: {resolved_path}",
                     path=resolved_path,
-                )
+                ),
             )
         if outside_workspace:
             disposition = _stronger_disposition(disposition, self.path_outside_workspace)
@@ -226,7 +227,7 @@ def evaluate_path(
                     code="outside_workspace",
                     message=f"Path escapes the workspace root: {resolved_path}",
                     path=resolved_path,
-                )
+                ),
             )
 
         return HostPathEvaluation(
@@ -279,7 +280,8 @@ def evaluate_command(
         disposition: HostAccessDisposition = "allow"
         outside_cwd = not path_is_within_root(resolved_cwd, normalized_session_cwd)
         outside_workspace = normalized_workspace_root is not None and not path_is_within_root(
-            resolved_cwd, normalized_workspace_root
+            resolved_cwd,
+            normalized_workspace_root,
         )
         referenced_external_paths = tuple(
             path
@@ -300,7 +302,7 @@ def evaluate_command(
                     code="command_cwd_outside_cwd",
                     message=f"Command cwd is outside the active session cwd: {resolved_cwd}",
                     path=resolved_cwd,
-                )
+                ),
             )
         if outside_workspace:
             disposition = _stronger_disposition(disposition, self.command_cwd_outside_workspace)
@@ -309,7 +311,7 @@ def evaluate_command(
                     code="command_cwd_outside_workspace",
                     message=f"Command cwd escapes the workspace root: {resolved_cwd}",
                     path=resolved_cwd,
-                )
+                ),
             )
         if referenced_external_paths:
             disposition = _stronger_disposition(disposition, self.command_external_paths)
@@ -320,7 +322,7 @@ def evaluate_command(
                         "Command references paths outside the active session cwd: "
                         f"{_join_paths(referenced_external_paths)}"
                     ),
-                )
+                ),
             )
         if referenced_outside_workspace:
             disposition = _stronger_disposition(disposition, self.command_paths_outside_workspace)
@@ -331,7 +333,7 @@ def evaluate_command(
                         "Command references paths outside the workspace root: "
                         f"{_join_paths(referenced_outside_workspace)}"
                     ),
-                )
+                ),
             )
 
         return HostCommandEvaluation(
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/projection.py b/packages/adapters/pydantic-acp/src/pydantic_acp/projection.py
index 2e65009..82456f0 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/projection.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/projection.py
@@ -39,13 +39,13 @@
     "HarnessCodeModeProjectionMap",
     "HarnessFileSystemProjectionMap",
     "HarnessShellProjectionMap",
-    "ProjectionMap",
     "ProjectionAwareToolClassifier",
+    "ProjectionMap",
     "ToolClassifier",
     "WebToolProjectionMap",
+    "build_compaction_updates",
     "build_tool_progress_update",
     "build_tool_start_update",
-    "build_compaction_updates",
     "build_tool_updates",
     "compose_projection_maps",
     "extract_tool_call_locations",
@@ -69,7 +69,7 @@
 _MAX_FILE_READ_PREVIEW_CHARS = 12000
 _MAX_WEB_PREVIEW_CHARS = 2000
 _DEFAULT_SEARCH_TOOL_NAMES = frozenset(
-    {"duckduckgo_search", "exa_search", "tavily_search", "web_search"}
+    {"duckduckgo_search", "exa_search", "tavily_search", "web_search"},
 )
 _DEFAULT_FETCH_TOOL_NAMES = frozenset({"web_fetch"})
 _DEFAULT_IMAGE_GENERATION_TOOL_NAMES = frozenset({"generate_image", "image_generation"})
@@ -79,7 +79,7 @@
 _HARNESS_EDIT_TOOL_NAMES = frozenset({"edit_file"})
 _HARNESS_SEARCH_TOOL_NAMES = frozenset({"list_directory", "search_files"})
 _HARNESS_SHELL_TOOL_NAMES = frozenset(
-    {"run_command", "start_command", "check_command", "stop_command"}
+    {"run_command", "start_command", "check_command", "stop_command"},
 )
 _HARNESS_CODE_MODE_TOOL_NAMES = frozenset({"run_code"})
 
@@ -224,7 +224,7 @@ def project_start(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(_format_command_preview(command)),
-                    )
+                    ),
                 ],
                 title=_format_command_title(command),
             )
@@ -243,7 +243,7 @@ def project_start(
                     path=path,
                     old_text=self._old_text_from_input(raw_input, path=path, cwd=cwd),
                     new_text=new_text,
-                )
+                ),
             ],
             locations=[ToolCallLocation(path=path)],
         )
@@ -295,7 +295,7 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(rendered_output),
-                    )
+                    ),
                 ],
                 locations=self._search_locations_from_input(raw_input),
                 status=status,
@@ -323,7 +323,7 @@ def project_progress(
                     path=path,
                     old_text="",
                     new_text=new_text,
-                )
+                ),
             ],
             locations=[ToolCallLocation(path=path)],
         )
@@ -388,7 +388,8 @@ def _search_pattern_from_input(self, raw_input: dict[str, Any]) -> str | None:
         return None
 
     def _search_locations_from_input(
-        self, raw_input: dict[str, Any]
+        self,
+        raw_input: dict[str, Any],
     ) -> list[ToolCallLocation] | None:
         path = self._search_path_from_input(raw_input)
         return [ToolCallLocation(path=path)] if path is not None else None
@@ -483,7 +484,7 @@ def project_start(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(_format_web_search_start(raw_input)),
-                    )
+                    ),
                 ],
                 title=f"Search web for {_single_line_preview(query, limit=_MAX_COMMAND_TITLE_CHARS)}",
             )
@@ -497,7 +498,7 @@ def project_start(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_web_fetch_start(raw_input)),
-                )
+                ),
             ],
             title=f"Fetch {_single_line_preview(url, limit=_MAX_COMMAND_TITLE_CHARS)}",
         )
@@ -521,10 +522,10 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            _format_web_search_progress(raw_output, serialized_output)
+                            _format_web_search_progress(raw_output, serialized_output),
                         ),
-                    )
-                ]
+                    ),
+                ],
             )
         if tool_name not in self.fetch_tool_names:
             return None
@@ -533,8 +534,8 @@ def project_progress(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_web_fetch_progress(raw_output, serialized_output)),
-                )
-            ]
+                ),
+            ],
         )
 
 
@@ -567,7 +568,7 @@ def project_start(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(_format_image_generation_start(raw_input)),
-                    )
+                    ),
                 ],
                 title=(
                     f"Generate image for {_single_line_preview(prompt, limit=_MAX_COMMAND_TITLE_CHARS)}"
@@ -582,7 +583,7 @@ def project_start(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_mcp_start(tool_name, raw_input)),
-                )
+                ),
             ],
             title=_format_mcp_title(tool_name, raw_input),
         )
@@ -615,10 +616,10 @@ def project_progress(
                     ContentToolCallContent(
                         type="content",
                         content=_text_block(
-                            _format_image_generation_progress(raw_output, serialized_output)
+                            _format_image_generation_progress(raw_output, serialized_output),
                         ),
-                    )
-                ]
+                    ),
+                ],
             )
         if not any(tool_name.startswith(prefix) for prefix in self.mcp_tool_name_prefixes):
             return None
@@ -627,8 +628,8 @@ def project_progress(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_mcp_progress(raw_output, serialized_output)),
-                )
-            ]
+                ),
+            ],
         )
 
 
@@ -701,7 +702,7 @@ def _project_read_start(self, raw_input: Any) -> ToolProjection | None:
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(f"Read file: `{path}`"),
-                )
+                ),
             ],
             locations=[ToolCallLocation(path=path)],
             title=f"Read {_single_line_preview(path, limit=_MAX_COMMAND_TITLE_CHARS)}",
@@ -726,7 +727,7 @@ def _project_read_progress(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_format_harness_read_progress(path, output_text)),
-                )
+                ),
             ],
             locations=[ToolCallLocation(path=path)],
             status=status,
@@ -772,7 +773,7 @@ def project_start(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(f"Command ID: {command_id}"),
-                )
+                ),
             ],
             title=f"{action} command {command_id}",
         )
@@ -819,7 +820,7 @@ def project_start(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(format_code_block(code, language="python")),
-                )
+                ),
             ],
             title=f"Run code: {_single_line_preview(code, limit=_MAX_COMMAND_TITLE_CHARS)}",
         )
@@ -842,8 +843,8 @@ def project_progress(
                 ContentToolCallContent(
                     type="content",
                     content=_text_block(_stringify_value(raw_output, serialized_output)),
-                )
-            ]
+                ),
+            ],
         )
 
 
@@ -1012,7 +1013,7 @@ def _render_tree_node(node: _PathTreeNode, *, prefix: str) -> list[str]:
                 _render_tree_node(
                     node.directories[name],
                     prefix=f"{prefix}{child_prefix}",
-                )
+                ),
             )
         else:
             rendered.append(f"{prefix}{connector}{name}")
@@ -1175,7 +1176,7 @@ def _bash_progress_content(
                 "",
                 "Stdout:",
                 format_code_block(stdout, language="text", limit=_MAX_COMMAND_PREVIEW_CHARS),
-            )
+            ),
         )
     stderr = raw_output.get("stderr")
     if isinstance(stderr, str) and stderr:
@@ -1184,7 +1185,7 @@ def _bash_progress_content(
                 "",
                 "Stderr:",
                 format_code_block(stderr, language="text", limit=_MAX_COMMAND_PREVIEW_CHARS),
-            )
+            ),
         )
     return [ContentToolCallContent(type="content", content=_text_block("\n".join(sections)))]
 
@@ -1310,7 +1311,7 @@ def _format_web_fetch_progress(raw_output: Any, serialized_output: str) -> str:
                 "",
                 "Preview:",
                 format_code_block(content, language="text", limit=_MAX_WEB_PREVIEW_CHARS),
-            )
+            ),
         )
     if not lines:
         return truncate_text(serialized_output, limit=_MAX_WEB_PREVIEW_CHARS)
@@ -1387,7 +1388,7 @@ def _format_mcp_start(tool_name: str, raw_input: dict[str, Any]) -> str:
                     language="json",
                     limit=_MAX_WEB_PREVIEW_CHARS,
                 ),
-            )
+            ),
         )
     return "\n".join(lines)
 
@@ -1422,7 +1423,7 @@ def _format_mcp_progress(raw_output: Any, serialized_output: str) -> str:
                     language="json",
                     limit=_MAX_WEB_PREVIEW_CHARS,
                 ),
-            )
+            ),
         )
     if not lines:
         return truncate_text(serialized_output, limit=_MAX_WEB_PREVIEW_CHARS)
@@ -1658,7 +1659,7 @@ def _build_progress_updates_for_message(
                         known_start=known_call_starts.get(part.tool_call_id),
                         projection_map=projection_map,
                         serializer=serializer,
-                    )
+                    ),
                 )
         return updates
 
@@ -1674,7 +1675,7 @@ def _build_progress_updates_for_message(
                     known_start=known_call_starts.get(part.tool_call_id),
                     projection_map=projection_map,
                     serializer=serializer,
-                )
+                ),
             )
         elif (
             isinstance(part, RetryPromptPart)
@@ -1689,7 +1690,7 @@ def _build_progress_updates_for_message(
                     known_start=known_call_starts.get(part.tool_call_id),
                     projection_map=projection_map,
                     serializer=serializer,
-                )
+                ),
             )
     return updates
 
@@ -1714,7 +1715,7 @@ def build_tool_updates(
                 known_call_starts=known_call_starts,
                 projection_map=projection_map,
                 serializer=serializer,
-            )
+            ),
         )
     return updates
 
@@ -1764,7 +1765,7 @@ def build_compaction_updates(
                     kind=known_start.kind,
                     status="completed",
                     raw_output=_format_compaction_progress(part, provider_name=provider_name),
-                )
+                ),
             )
     return updates
 
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_mixins.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_mixins.py
index f7839d1..921b70a 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_mixins.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_mixins.py
@@ -235,7 +235,7 @@ async def _resolve_prompt_model_override(
                 agent,
                 prompt,
                 model_override,
-            )
+            ),
         )
         if override is None:
             return model_override
@@ -481,14 +481,20 @@ async def resume_session(
         return await self._session_runtime.resume_session(cwd, session_id, mcp_servers)
 
     async def set_session_mode(
-        self, mode_id: str, session_id: str, **kwargs: Any
+        self,
+        mode_id: str,
+        session_id: str,
+        **kwargs: Any,
     ) -> SetSessionModeResponse | None:
         """Set the current ACP session mode through the active mode provider."""
         del kwargs
         return await self._session_runtime.set_session_mode(mode_id, session_id)
 
     async def set_session_model(
-        self, model_id: str, session_id: str, **kwargs: Any
+        self,
+        model_id: str,
+        session_id: str,
+        **kwargs: Any,
     ) -> SetSessionModelResponse | None:
         """Set the current ACP session model selection."""
         del kwargs
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_prompt.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_prompt.py
index a6715b0..974fa23 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_prompt.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_adapter_prompt.py
@@ -174,8 +174,8 @@ async def _handle_custom_slash_command(
                     raw_prompt=raw_prompt,
                     session=session,
                     agent=agent,
-                )
-            )
+                ),
+            ),
         )
         if result is None or not result.handled:
             return None
@@ -254,7 +254,7 @@ async def _handle_cancelled_prompt(
                 "",
                 "Run details:",
                 cancellation_details,
-            )
+            ),
         )
         await self._owner._record_update(
             session,
@@ -288,7 +288,7 @@ def _handle_prompt_error(
             session.message_history_json,
             prompt_text=prompt_text,
             traceback_text="".join(
-                traceback.format_exception(type(error), error, error.__traceback__)
+                traceback.format_exception(type(error), error, error.__traceback__),
             ),
         )
         session.updated_at = utc_now()
@@ -337,7 +337,7 @@ async def _finalize_prompt_outcome(
                     if prompt_outcome.stop_reason == "cancelled"
                     else None
                 ),
-            )
+            ),
         )
         session.updated_at = utc_now()
         self._owner._config.session_store.save(session)
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_agent_state.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_agent_state.py
index 7eb4b44..268df75 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_agent_state.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_agent_state.py
@@ -155,5 +155,5 @@ def assign_model(
     agent: Any,
     model: ModelOverride,
 ) -> None:
-    mutable_agent = cast(_AgentRuntimeCarrier, agent)
+    mutable_agent = cast("_AgentRuntimeCarrier", agent)
     mutable_agent.model = model
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_compat.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_compat.py
index 4df6c1d..5b6d23a 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_compat.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_compat.py
@@ -87,7 +87,7 @@ def replace_hook_entry(
 ) -> object | None:
     if is_dataclass(entry):
         try:
-            return replace(cast(Any, entry), func=func, timeout=timeout)
+            return replace(cast("Any", entry), func=func, timeout=timeout)
         except TypeError:
             return None
     try:
@@ -95,7 +95,7 @@ def replace_hook_entry(
     except Exception:
         return None
     try:
-        wrapped_entry_any = cast(Any, wrapped_entry)
+        wrapped_entry_any = cast("Any", wrapped_entry)
         wrapped_entry_any.func = func
         wrapped_entry_any.timeout = timeout
     except Exception:
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_native_plan_runtime.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_native_plan_runtime.py
index 1bad9c8..eba13a2 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_native_plan_runtime.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_native_plan_runtime.py
@@ -99,7 +99,7 @@ async def persist_external_plan_state(
                 agent,
                 entries,
                 plan_markdown,
-            )
+            ),
         )
 
     async def emit_native_plan_update(self, session: AcpSessionContext) -> None:
@@ -177,7 +177,7 @@ def replace_native_plan_entry(
                 {
                     "index": index,
                     "plan": f"Plan entry index must be between 1 and {len(entries)}.",
-                }
+                },
             )
         existing_entry = entries[index - 1]
         updated_payload = existing_entry.model_dump(mode="python")
@@ -208,7 +208,7 @@ def format_native_plan(self, session: AcpSessionContext) -> str:
                         session.plan_markdown.rstrip(),
                         "Additional plan instructions:",
                         additional_instructions,
-                    )
+                    ),
                 )
             return "No plan has been recorded yet."
         numbered_entries = "\n".join(
@@ -231,7 +231,7 @@ def format_native_plan(self, session: AcpSessionContext) -> str:
                 "Current plan entries:",
                 numbered_entries,
                 *sections,
-            )
+            ),
         )
 
     def _native_plan_additional_instructions(self) -> str | None:
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_prompt_runtime.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_prompt_runtime.py
index b5968e9..035a266 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_prompt_runtime.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_prompt_runtime.py
@@ -30,7 +30,7 @@
 OutputDataT = TypeVar("OutputDataT", covariant=True)
 RunOutputType: TypeAlias = OutputSpec[Any]
 
-__all__ = ("TaskPlan", "NativePlanGeneration", "_PromptRuntime")
+__all__ = ("NativePlanGeneration", "TaskPlan", "_PromptRuntime")
 
 
 class TaskPlan(BaseModel):
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_lifecycle.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_lifecycle.py
index 4c32f85..2ba1d86 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_lifecycle.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_lifecycle.py
@@ -39,7 +39,7 @@ async def new_session(
                 cwd=self._runtime._normalize_cwd(cwd),
                 created_at=utc_now(),
                 updated_at=utc_now(),
-            )
+            ),
         )
         self._runtime._update_session_mcp_servers(session, mcp_servers)
         owner._config.session_store.save(session)
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_model_runtime.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_model_runtime.py
index 65a60e9..1776e7a 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_model_runtime.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_model_runtime.py
@@ -70,12 +70,14 @@ async def handle_slash_command(
         if command_name == "thinking":
             if argument is None:
                 return render_thinking_message(
-                    self._runtime._current_thinking_value(session, agent)
+                    self._runtime._current_thinking_value(session, agent),
                 )
             normalized_argument = argument.strip().lower()
             if (
                 await self._runtime.set_config_option(
-                    "thinking", session.session_id, normalized_argument
+                    "thinking",
+                    session.session_id,
+                    normalized_argument,
                 )
                 is None
             ):
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_runtime.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_runtime.py
index 7937f31..86ad113 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_runtime.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_runtime.py
@@ -82,7 +82,7 @@ async def list_sessions(
                     updated_at=session.updated_at.isoformat(),
                 )
                 for session in sessions
-            ]
+            ],
         )
 
     async def fork_session(
@@ -591,7 +591,7 @@ def add_model(model_id: str, *, override: ModelOverride | None = None) -> None:
                 model_id=normalized_model_id,
                 name=normalized_model_id,
                 override=normalized_model_id if override is None else override,
-            )
+            ),
         )
 
     add_model(current_model_id, override=current_model_value)
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_surface_runtime.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_surface_runtime.py
index 7089a07..56d460f 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_surface_runtime.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/_session_surface_runtime.py
@@ -340,7 +340,8 @@ async def synchronize_session_metadata(
         agent: PydanticAgent[AgentDepsT, OutputDataT],
     ) -> None:
         metadata_sections = self._runtime._owner._bridge_manager.get_metadata_sections(
-            session, agent
+            session,
+            agent,
         )
         approval_state = await self.get_approval_state(session, agent)
         if approval_state is not None:
@@ -409,7 +410,7 @@ def resolve_model_id_from_value(self, model_value: ModelOverride | None) -> str
             if model_option.override is model_value:
                 return model_option.model_id
             if model_identity is not None and model_identity == self._runtime._model_identity(
-                model_option.override
+                model_option.override,
             ):
                 return model_option.model_id
         if model_identity is not None:
@@ -475,7 +476,7 @@ def add_model(model_id: str, *, override: ModelOverride | None = None) -> None:
                 model_id=normalized_model_id,
                 name=normalized_model_id,
                 override=normalized_model_id if override is None else override,
-            )
+            ),
         )
 
     add_model(current_model_id, override=current_model_value)
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/adapter.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/adapter.py
index cc0832f..98482d5 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/adapter.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/adapter.py
@@ -44,7 +44,7 @@
 AgentDepsT = TypeVar("AgentDepsT", contravariant=True)
 OutputDataT = TypeVar("OutputDataT", covariant=True)
 
-__all__ = ("TaskPlan", "NativePlanGeneration", "PydanticAcpAgent")
+__all__ = ("NativePlanGeneration", "PydanticAcpAgent", "TaskPlan")
 
 
 class PydanticAcpAgent(
@@ -131,7 +131,6 @@ async def initialize(
     async def authenticate(self, method_id: str, **kwargs: Any) -> None:
         """Accept ACP auth handshakes when the host does not require extra auth."""
         del method_id, kwargs
-        return None
 
     async def fork_session(
         self,
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/hook_introspection.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/hook_introspection.py
index f2f2af6..b644a9d 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/hook_introspection.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/hook_introspection.py
@@ -167,7 +167,7 @@ def list_agent_hooks(agent: PydanticAgent[Any, Any]) -> list[RegisteredHookInfo]
                         event_id=event_id,
                         hook_name=getattr(func, "__name__", "") or event_id,
                         tool_filters=_tool_filters(entry),
-                    )
+                    ),
                 )
     return sorted(
         hook_infos,
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/prompts.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/prompts.py
index 07fd6dd..93583b0 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/prompts.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/prompts.py
@@ -52,11 +52,11 @@
     "PromptBlock",
     "PromptInput",
     "PromptRunOutcome",
-    "build_user_updates",
     "build_cancelled_history",
+    "build_user_updates",
     "contains_deferred_tool_requests",
-    "dump_message_history",
     "derive_title",
+    "dump_message_history",
     "load_message_history",
     "prompt_to_input",
     "prompt_to_text",
@@ -143,10 +143,10 @@ def sanitize_message_history(
                     _render_unprocessed_tool_call_text(
                         unresolved_tool_calls,
                         error_text=error_text,
-                    )
-                )
-            ]
-        )
+                    ),
+                ),
+            ],
+        ),
     )
     return sanitized_messages
 
@@ -208,11 +208,11 @@ def build_error_history(
                                 "",
                                 "Traceback:",
                                 traceback_text.rstrip(),
-                            )
-                        )
-                    )
-                ]
-            )
+                            ),
+                        ),
+                    ),
+                ],
+            ),
         )
     return dump_message_history(messages)
 
@@ -308,12 +308,12 @@ def _embedded_resource_to_user_content(
     resource = block.resource
     if isinstance(resource, TextResourceContents):
         return _format_text_resource_context(resource.uri, resource.text)
-    blob_resource = cast(BlobResourceContents, resource)
+    blob_resource = cast("BlobResourceContents", resource)
     return BinaryContent.narrow_type(
         BinaryContent(
             data=base64.b64decode(blob_resource.blob),
             media_type=blob_resource.mime_type or "application/octet-stream",
-        )
+        ),
     )
 
 
@@ -333,7 +333,7 @@ def _format_text_resource_context(uri: str, text: str) -> str:
             f'<context ref="{uri}">',
             text,
             "</context>",
-        )
+        ),
     )
 
 
@@ -343,7 +343,7 @@ def _resource_name_from_uri(uri: str) -> str | None:
         name = path.split("/")[-1]
         return name or path
     if uri.startswith("zed://"):
-        name = uri.split("/")[-1]
+        name = uri.rsplit("/", maxsplit=1)[-1]
         return name or uri
     return None
 
@@ -372,7 +372,7 @@ def _render_cancelled_run_text(details_text: str) -> str:
             "",
             "Run details:",
             details_text.rstrip(),
-        )
+        ),
     )
 
 
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/server.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/server.py
index 23a575e..217c5bd 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/server.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/server.py
@@ -70,7 +70,7 @@ def _resolve_agent_source(
     provided_count = sum(provided is not None for provided in (agent, agent_factory, agent_source))
     if provided_count != 1:
         raise ValueError(
-            "Exactly one of `agent`, `agent_factory`, or `agent_source` must be provided."
+            "Exactly one of `agent`, `agent_factory`, or `agent_source` must be provided.",
         )
     if agent is not None:
         return StaticAgentSource(agent)
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/slash_commands.py b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/slash_commands.py
index d786f64..2b203e7 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/slash_commands.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/runtime/slash_commands.py
@@ -96,9 +96,9 @@ def build_available_commands(
                 name=MODEL_COMMAND_NAME,
                 description="Show the current session model, or set it with a provider:model value.",
                 input=AvailableCommandInput(
-                    root=UnstructuredCommandInput(hint="provider:model or codex:model")
+                    root=UnstructuredCommandInput(hint="provider:model or codex:model"),
                 ),
-            )
+            ),
         )
     if _has_config_option(config_options, THINKING_COMMAND_NAME):
         commands.append(
@@ -106,9 +106,9 @@ def build_available_commands(
                 name=THINKING_COMMAND_NAME,
                 description="Show or set the current thinking effort.",
                 input=AvailableCommandInput(
-                    root=UnstructuredCommandInput(hint="default|off|minimal|low|medium|high|xhigh")
+                    root=UnstructuredCommandInput(hint="default|off|minimal|low|medium|high|xhigh"),
                 ),
-            )
+            ),
         )
     commands.extend(
         [
@@ -124,7 +124,7 @@ def build_available_commands(
                 name=MCP_SERVERS_COMMAND_NAME,
                 description="List MCP servers extracted from the active agent and session metadata.",
             ),
-        ]
+        ],
     )
     if custom_commands:
         validate_custom_commands(custom_commands, mode_state=mode_state)
@@ -143,7 +143,7 @@ def validate_custom_commands(
         if command.name != normalized_name:
             raise ValueError(
                 f"Slash command name {command.name!r} must already be normalized as "
-                "a lowercase slash command id."
+                "a lowercase slash command id.",
             )
         if not _COMMAND_NAME_PATTERN.fullmatch(normalized_name):
             raise ValueError(f"Slash command name {command.name!r} must match ^[a-z][a-z0-9-]*$.")
@@ -154,13 +154,13 @@ def validate_custom_commands(
     if duplicate_names:
         raise ValueError(
             "Custom slash command names must be unique after normalization. "
-            f"Duplicate ids: {', '.join(duplicate_names)}."
+            f"Duplicate ids: {', '.join(duplicate_names)}.",
         )
     reserved_names = sorted(set(normalized_names) & RESERVED_SLASH_COMMAND_NAMES)
     if reserved_names:
         raise ValueError(
             "Custom slash command names cannot reuse reserved slash command names "
-            f"({', '.join(reserved_names)})."
+            f"({', '.join(reserved_names)}).",
         )
     if mode_state is None:
         return
@@ -169,7 +169,7 @@ def validate_custom_commands(
     if conflicting_mode_ids:
         raise ValueError(
             "Custom slash command names cannot reuse active mode ids "
-            f"({', '.join(conflicting_mode_ids)})."
+            f"({', '.join(conflicting_mode_ids)}).",
         )
 
 
@@ -243,7 +243,7 @@ def list_agent_tools(agent: PydanticAgent[Any, Any]) -> list[ToolInfo]:
                 name=name,
                 description=description,
                 requires_approval=tool.requires_approval,
-            )
+            ),
         )
     return tool_infos
 
@@ -359,7 +359,7 @@ def render_mcp_server_listing(server_infos: list[McpServerInfo]) -> str:
     for server_info in server_infos:
         lines.append(
             f"- {server_info.name} ({server_info.transport}, {server_info.source}): "
-            f"{server_info.target}"
+            f"{server_info.target}",
         )
     return "\n".join(lines)
 
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/session/state.py b/packages/adapters/pydantic-acp/src/pydantic_acp/session/state.py
index 9536e1d..1505c2a 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/session/state.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/session/state.py
@@ -58,7 +58,7 @@ class StoredSessionUpdate:
     @classmethod
     def from_update(cls, update: SessionTranscriptUpdate) -> StoredSessionUpdate:
         payload = _coerce_json_object(
-            update.model_dump(mode="json", by_alias=True, exclude_none=True)
+            update.model_dump(mode="json", by_alias=True, exclude_none=True),
         )
         session_update = payload.get("sessionUpdate")
         if not _is_transcript_kind(session_update):
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/session/store.py b/packages/adapters/pydantic-acp/src/pydantic_acp/session/store.py
index d760369..c0ea677 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/session/store.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/session/store.py
@@ -24,7 +24,7 @@
 
 _MAX_SESSION_ID_LENGTH = 128
 _SESSION_ID_SAFE_CHARS = frozenset(
-    "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789_-"
+    "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789_-",
 )
 _STORE_LOCKS: dict[str, threading.RLock] = {}
 _STORE_LOCKS_GUARD = threading.Lock()
@@ -34,7 +34,11 @@ class SessionStore(Protocol):
     def delete(self, session_id: str) -> None: ...
 
     def fork(
-        self, session_id: str, *, new_session_id: str, cwd: Path
+        self,
+        session_id: str,
+        *,
+        new_session_id: str,
+        cwd: Path,
     ) -> AcpSessionContext | None: ...
 
     def get(self, session_id: str) -> AcpSessionContext | None: ...
diff --git a/packages/adapters/pydantic-acp/src/pydantic_acp/testing/fakes.py b/packages/adapters/pydantic-acp/src/pydantic_acp/testing/fakes.py
index 4a868d9..1127e69 100644
--- a/packages/adapters/pydantic-acp/src/pydantic_acp/testing/fakes.py
+++ b/packages/adapters/pydantic-acp/src/pydantic_acp/testing/fakes.py
@@ -57,7 +57,7 @@ class RecordingACPClient:
     updates: list[UpdateRecord] = field(default_factory=list)
     permission_option_ids: list[tuple[str, list[str], ToolCallUpdate]] = field(default_factory=list)
     permission_option_names: list[tuple[str, list[str], ToolCallUpdate]] = field(
-        default_factory=list
+        default_factory=list,
     )
     permission_responses: list[RequestPermissionResponse] = field(default_factory=list)
     read_calls: list[tuple[str, str, int | None, int | None]] = field(default_factory=list)
@@ -78,26 +78,26 @@ class RecordingACPClient:
     kill_calls: list[tuple[str, str]] = field(default_factory=list)
     write_response: WriteTextFileResponse | None = field(default_factory=WriteTextFileResponse)
     release_response: ReleaseTerminalResponse | None = field(
-        default_factory=ReleaseTerminalResponse
+        default_factory=ReleaseTerminalResponse,
     )
     kill_response: KillTerminalResponse | None = field(default_factory=KillTerminalResponse)
     wait_response: WaitForTerminalExitResponse = field(
-        default_factory=lambda: WaitForTerminalExitResponse(exit_code=0)
+        default_factory=lambda: WaitForTerminalExitResponse(exit_code=0),
     )
     terminal_output_response: TerminalOutputResponse = field(
-        default_factory=lambda: TerminalOutputResponse(output="terminal-output", truncated=False)
+        default_factory=lambda: TerminalOutputResponse(output="terminal-output", truncated=False),
     )
 
     def queue_permission_selected(self, option_id: str) -> None:
         self.permission_responses.append(
             RequestPermissionResponse(
                 outcome=AllowedOutcome(outcome="selected", option_id=option_id),
-            )
+            ),
         )
 
     def queue_permission_cancelled(self) -> None:
         self.permission_responses.append(
-            RequestPermissionResponse(outcome=DeniedOutcome(outcome="cancelled"))
+            RequestPermissionResponse(outcome=DeniedOutcome(outcome="cancelled")),
         )
 
     async def request_permission(
@@ -109,10 +109,10 @@ async def request_permission(
     ) -> RequestPermissionResponse:
         del kwargs
         self.permission_option_ids.append(
-            (session_id, [option.option_id for option in options], tool_call)
+            (session_id, [option.option_id for option in options], tool_call),
         )
         self.permission_option_names.append(
-            (session_id, [option.name for option in options], tool_call)
+            (session_id, [option.name for option in options], tool_call),
         )
         if not self.permission_responses:
             raise AssertionError("unexpected permission request")
diff --git a/packages/helpers/codex-auth-helper/src/codex_auth_helper/__init__.py b/packages/helpers/codex-auth-helper/src/codex_auth_helper/__init__.py
index e6292c1..0ad31b8 100644
--- a/packages/helpers/codex-auth-helper/src/codex_auth_helper/__init__.py
+++ b/packages/helpers/codex-auth-helper/src/codex_auth_helper/__init__.py
@@ -10,9 +10,9 @@
     "CodexAsyncOpenAI",
     "CodexAuthConfig",
     "CodexAuthState",
-    "CodexResponsesModel",
-    "CodexOpenAI",
     "CodexAuthStore",
+    "CodexOpenAI",
+    "CodexResponsesModel",
     "CodexTokenManager",
     "__version__",
     "create_codex_async_openai",
diff --git a/packages/helpers/codex-auth-helper/src/codex_auth_helper/_version.py b/packages/helpers/codex-auth-helper/src/codex_auth_helper/_version.py
index 47a3698..19692fb 100644
--- a/packages/helpers/codex-auth-helper/src/codex_auth_helper/_version.py
+++ b/packages/helpers/codex-auth-helper/src/codex_auth_helper/_version.py
@@ -2,4 +2,4 @@
 
 __all__ = ("__version__",)
 
-__version__ = "1.0.0"
+__version__ = "1.1.0"
diff --git a/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/manager.py b/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/manager.py
index 1974103..dc31630 100644
--- a/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/manager.py
+++ b/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/manager.py
@@ -100,8 +100,8 @@ async def _refresh_locked(self) -> CodexAuthState:
                         "client_id": self.config.client_id,
                         "grant_type": "refresh_token",
                         "refresh_token": self._state.refresh_token,
-                    }
-                )
+                    },
+                ),
             ),
             headers={"Content-Type": "application/x-www-form-urlencoded"},
         )
@@ -120,7 +120,7 @@ async def _refresh_locked(self) -> CodexAuthState:
                     "refresh_token": _string_value(payload, "refresh_token")
                     or self._state.refresh_token,
                 },
-            }
+            },
         )
         self.store.write_state(refreshed_state)
         return refreshed_state
@@ -140,8 +140,8 @@ def _refresh_locked_sync(self) -> CodexAuthState:
                             "client_id": self.config.client_id,
                             "grant_type": "refresh_token",
                             "refresh_token": self._state.refresh_token,
-                        }
-                    )
+                        },
+                    ),
                 ),
                 headers={"Content-Type": "application/x-www-form-urlencoded"},
             )
@@ -160,7 +160,7 @@ def _refresh_locked_sync(self) -> CodexAuthState:
                     "refresh_token": _string_value(payload, "refresh_token")
                     or self._state.refresh_token,
                 },
-            }
+            },
         )
         self.store.write_state(refreshed_state)
         return refreshed_state
diff --git a/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/state.py b/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/state.py
index 905eef7..d2273b7 100644
--- a/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/state.py
+++ b/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/state.py
@@ -87,7 +87,10 @@ def _extract_account_id_from_claims(claims: Mapping[str, JsonValue]) -> str | No
 
 
 def _extract_account_id(
-    *, access_token: str, account_id: str | None, id_token: str | None
+    *,
+    access_token: str,
+    account_id: str | None,
+    id_token: str | None,
 ) -> str | None:
     if account_id is not None:
         return account_id
diff --git a/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/store.py b/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/store.py
index 37c5fa6..f6838ba 100644
--- a/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/store.py
+++ b/packages/helpers/codex-auth-helper/src/codex_auth_helper/auth/store.py
@@ -27,7 +27,7 @@ def read_state(self) -> CodexAuthState:
             raw = json.loads(text)
         except JSONDecodeError as exc:
             raise ValueError(
-                f"Codex auth file at `{self.path}` does not contain valid JSON."
+                f"Codex auth file at `{self.path}` does not contain valid JSON.",
             ) from exc
 
         if not isinstance(raw, dict):
diff --git a/packages/helpers/codex-auth-helper/src/codex_auth_helper/client.py b/packages/helpers/codex-auth-helper/src/codex_auth_helper/client.py
index f303ba3..69a1ae3 100644
--- a/packages/helpers/codex-auth-helper/src/codex_auth_helper/client.py
+++ b/packages/helpers/codex-auth-helper/src/codex_auth_helper/client.py
@@ -17,7 +17,8 @@
 
 
 def _resolve_default_headers(
-    token_manager: CodexTokenManager, headers: dict[str, str | Omit]
+    token_manager: CodexTokenManager,
+    headers: dict[str, str | Omit],
 ) -> None:
     account_id = token_manager.current_account_id
     if account_id is not None:
diff --git a/packages/helpers/codex-auth-helper/src/codex_auth_helper/factory.py b/packages/helpers/codex-auth-helper/src/codex_auth_helper/factory.py
index 60e596a..3592679 100644
--- a/packages/helpers/codex-auth-helper/src/codex_auth_helper/factory.py
+++ b/packages/helpers/codex-auth-helper/src/codex_auth_helper/factory.py
@@ -27,7 +27,7 @@ def create_codex_responses_model(
     if instructions is None:
         raise ValueError(
             "`instructions` is required for Codex-backed Pydantic models. "
-            "Pass an explicit system instruction string."
+            "Pass an explicit system instruction string.",
         )
     client = create_codex_async_openai(config=config, http_client=http_client)
     model_settings: OpenAIResponsesModelSettings = {"openai_store": False}
@@ -61,14 +61,13 @@ def create_codex_chat_openai(
     The returned model is pinned to the OpenAI Responses API and reuses the
     same Codex auth flow as the Pydantic helper path.
     """
-
     try:
         from langchain_openai import ChatOpenAI
     except ModuleNotFoundError as exc:
         raise ModuleNotFoundError(
             "Install the optional LangChain dependency first: "
             'uv add "codex-auth-helper[langchain]" or '
-            'pip install "codex-auth-helper[langchain]".'
+            'pip install "codex-auth-helper[langchain]".',
         ) from exc
 
     async_root_client = create_codex_async_openai(config=config, http_client=http_client)
@@ -77,17 +76,17 @@ def create_codex_chat_openai(
     if instructions is None:
         raise ValueError(
             "`instructions` is required for Codex-backed LangChain models. "
-            "Pass an explicit system instruction string."
+            "Pass an explicit system instruction string.",
         )
     if "store" in chat_model_kwargs:
         raise ValueError(
             "Do not pass `model_kwargs['store']`; Codex-backed ChatOpenAI always forces "
-            "`store=False`."
+            "`store=False`.",
         )
     if "instructions" in chat_model_kwargs:
         raise ValueError(
             "Pass `instructions` either through the dedicated parameter or "
-            "`model_kwargs['instructions']`, not both."
+            "`model_kwargs['instructions']`, not both.",
         )
     chat_model_kwargs["instructions"] = instructions
     chat_openai_kwargs: dict[str, Any] = {
diff --git a/packages/transports/acpremote/src/acpremote/__init__.py b/packages/transports/acpremote/src/acpremote/__init__.py
index 4f27080..12613ed 100644
--- a/packages/transports/acpremote/src/acpremote/__init__.py
+++ b/packages/transports/acpremote/src/acpremote/__init__.py
@@ -23,25 +23,25 @@
 from .stream import WebSocketStreamBridge, open_websocket_stream_bridge
 
 __all__ = (
-    "__version__",
-    "CommandOptions",
     "DEFAULT_HEALTH_PATH",
+    "CommandOptions",
     "RemoteClientConnection",
     "RemoteProxyAgent",
     "ServerMetadata",
     "ServerOptions",
     "ServerPaths",
-    "TransportOptions",
     "TransportMetadata",
+    "TransportOptions",
     "WebSocketStreamBridge",
+    "__version__",
     "build_server_metadata",
     "build_server_paths",
-    "connect_remote_agent",
     "connect_acp",
+    "connect_remote_agent",
     "normalize_mount_path",
     "open_websocket_stream_bridge",
-    "run_remote_command_connection",
     "run_remote_agent_connection",
+    "run_remote_command_connection",
     "serve_acp",
     "serve_command",
     "serve_remote_agent",
diff --git a/packages/transports/acpremote/src/acpremote/_version.py b/packages/transports/acpremote/src/acpremote/_version.py
index 47a3698..19692fb 100644
--- a/packages/transports/acpremote/src/acpremote/_version.py
+++ b/packages/transports/acpremote/src/acpremote/_version.py
@@ -2,4 +2,4 @@
 
 __all__ = ("__version__",)
 
-__version__ = "1.0.0"
+__version__ = "1.1.0"
diff --git a/packages/transports/acpremote/src/acpremote/cli.py b/packages/transports/acpremote/src/acpremote/cli.py
index a988bf0..8171ef2 100644
--- a/packages/transports/acpremote/src/acpremote/cli.py
+++ b/packages/transports/acpremote/src/acpremote/cli.py
@@ -258,7 +258,7 @@ def _load_native_agent_target(target: str, *, import_roots: Sequence[str]) -> Ag
         return loaded_target
     raise AcpRemoteCliError(
         "Target must resolve to a native `acp.interfaces.Agent`. "
-        "Use `acpkit serve` for Pydantic or LangChain targets."
+        "Use `acpkit serve` for Pydantic or LangChain targets.",
     )
 
 
@@ -274,7 +274,7 @@ def _parse_target_ref(target: str) -> _TargetRef:
     module_name, separator, attribute_path = target.partition(":")
     if not module_name:
         raise AcpRemoteCliError(
-            "Target must include a module name, for example `my_app` or `my_app:agent`."
+            "Target must include a module name, for example `my_app` or `my_app:agent`.",
         )
     if separator and not attribute_path:
         raise AcpRemoteCliError("Target attribute cannot be empty.")
@@ -298,7 +298,7 @@ def _import_target_module(
         return importlib.import_module(reference.module_name)
     except ImportError as exc:
         raise AcpRemoteCliError(
-            f"Could not import module `{reference.module_name}` from target `{target}`."
+            f"Could not import module `{reference.module_name}` from target `{target}`.",
         ) from exc
 
 
@@ -310,7 +310,7 @@ def _resolve_latest_native_agent(module: ModuleType, target: str) -> Agent:
     if latest_target is None:
         raise AcpRemoteCliError(
             f"Target `{target}` did not resolve to a native ACP agent and the module defines no "
-            "native ACP agent instance."
+            "native ACP agent instance.",
         )
     return latest_target
 
@@ -322,7 +322,7 @@ def _resolve_attribute(module: ModuleType, attribute_path: str, *, target: str)
             value = getattr(value, attribute_name)
         except AttributeError as exc:
             raise AcpRemoteCliError(
-                f"Target `{target}` is missing attribute `{attribute_name}`."
+                f"Target `{target}` is missing attribute `{attribute_name}`.",
             ) from exc
     return value
 
diff --git a/packages/transports/acpremote/src/acpremote/client.py b/packages/transports/acpremote/src/acpremote/client.py
index 494c15b..aa049f8 100644
--- a/packages/transports/acpremote/src/acpremote/client.py
+++ b/packages/transports/acpremote/src/acpremote/client.py
@@ -115,10 +115,10 @@ def _merge_headers(
     if base is None:
         return extra
     if isinstance(base, Mapping):
-        base_mapping = cast(Mapping[str, str], base)
+        base_mapping = cast("Mapping[str, str]", base)
         merged_items: list[tuple[str, str]] = [*base_mapping.items(), *extra.items()]
         return merged_items
-    base_pairs = cast(Sequence[tuple[str, str]], base)
+    base_pairs = cast("Sequence[tuple[str, str]]", base)
     merged_pairs: list[tuple[str, str]] = [*base_pairs, *extra.items()]
     return merged_pairs
 
diff --git a/packages/transports/acpremote/src/acpremote/proxy_agent.py b/packages/transports/acpremote/src/acpremote/proxy_agent.py
index 5ee40fa..0472467 100644
--- a/packages/transports/acpremote/src/acpremote/proxy_agent.py
+++ b/packages/transports/acpremote/src/acpremote/proxy_agent.py
@@ -85,8 +85,8 @@ def update_meta(self, session_id: str) -> dict[str, Any] | None:
                     "elapsed_ms": elapsed_ms,
                     "first_update_ms": state.first_update_ms,
                     "update_count": state.update_count,
-                }
-            }
+                },
+            },
         }
 
     def finish_prompt(self, session_id: str) -> _PromptLatencySnapshot | None:
@@ -378,7 +378,7 @@ async def _remote_connection(self) -> RemoteClientConnection:
             remote_client: Client = client
             if self.options.emit_latency_meta:
                 remote_client = cast(
-                    Client,
+                    "Client",
                     _LatencyClient(
                         delegate=client,
                         tracker=self._latency_tracker,
@@ -435,8 +435,8 @@ async def _emit_latency_projection(
                             "total_ms": snapshot.total_ms,
                             "first_update_ms": snapshot.first_update_ms,
                             "update_count": snapshot.update_count,
-                        }
-                    }
+                        },
+                    },
                 },
             ),
             source="acpremote-latency",
@@ -451,7 +451,7 @@ def connect_acp(
     options: TransportOptions | None = None,
 ) -> Agent:
     return cast(
-        Agent,
+        "Agent",
         RemoteProxyAgent(
             url=url,
             bearer_token=bearer_token,
diff --git a/packages/transports/acpremote/src/acpremote/server.py b/packages/transports/acpremote/src/acpremote/server.py
index 8d11586..16b9655 100644
--- a/packages/transports/acpremote/src/acpremote/server.py
+++ b/packages/transports/acpremote/src/acpremote/server.py
@@ -55,7 +55,7 @@ async def serve_remote_agent(
     if options is not None and server_options is not None:
         raise ValueError("pass either options or server_options, not both")
     resolved_server_options = server_options or ServerOptions(
-        transport=options or TransportOptions()
+        transport=options or TransportOptions(),
     )
     resolved_transport = resolved_server_options.transport
     metadata = build_server_metadata(resolved_server_options)
diff --git a/pyproject.toml b/pyproject.toml
index e8219c2..c7017e9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,16 +17,17 @@ classifiers = [
 keywords = ["acp", "agents", "protocol", "pydantic-ai"]
 dependencies = [
     "click>=8.1.8",
+    "pydantic-ai>=2.4.0",
     "typing-extensions>=4.12.0",
 ]
 
 [project.optional-dependencies]
-codex = ["codex-auth-helper>=1.0.0,<2.0.0"]
-deepagents = ["langchain-acp[deepagents]>=1.0.0,<2.0.0"]
-langchain = ["langchain-acp>=1.0.0,<2.0.0"]
+codex = ["codex-auth-helper>=1.1.0,<2.0.0"]
+deepagents = ["langchain-acp[deepagents]>=1.1.0,<2.0.0"]
+langchain = ["langchain-acp>=1.1.0,<2.0.0"]
 launch = ["uv>=0.8.3"]
-pydantic = ["pydantic-acp>=1.0.0,<2.0.0"]
-remote = ["acpremote>=1.0.0,<2.0.0"]
+pydantic = ["pydantic-acp>=1.1.0,<2.0.0"]
+remote = ["acpremote>=1.1.0,<2.0.0"]
 
 dev = [
     "acpremote",
@@ -81,10 +82,10 @@ members = [
 ]
 
 [tool.uv.sources]
-acpremote = { workspace = true }
 codex-auth-helper = { workspace = true }
 langchain-acp = { workspace = true }
 pydantic-acp = { workspace = true }
+acpremote = { workspace = true }
 
 [tool.hatch.build.targets.wheel]
 packages = ["src/acpkit"]
diff --git a/scripts/generate_llms_docs.py b/scripts/generate_llms_docs.py
index 2b339d8..022539d 100644
--- a/scripts/generate_llms_docs.py
+++ b/scripts/generate_llms_docs.py
@@ -332,7 +332,7 @@ def _build_llms_index() -> str:
                     f"- [{page.title}]({page.url})",
                     f"  Source: `{page.path}`",
                     f"  Summary: {page.summary}",
-                )
+                ),
             )
         lines.append("")
     return "\n".join(lines).rstrip() + "\n"
@@ -365,7 +365,7 @@ def _build_llms_full() -> str:
                 f"Source: `{page.path}`",
                 "",
                 _load_doc_source(page),
-            )
+            ),
         )
     return "\n".join(lines).rstrip() + "\n"
 
diff --git a/scripts/release.py b/scripts/release.py
index f61eecc..2ae1963 100644
--- a/scripts/release.py
+++ b/scripts/release.py
@@ -22,7 +22,7 @@
 _VERSION_PATTERN: Final[re.Pattern[str]] = re.compile(r'__version__\s*=\s*"(?P<version>[^"]+)"')
 _SUPPORTED_VERSION_PATTERN: Final[re.Pattern[str]] = re.compile(
     r"^(?P<major>0|[1-9]\d*)\.(?P<minor>0|[1-9]\d*)\.(?P<patch>0|[1-9]\d*)"
-    r"(?:(?:a|b|rc)\d+)?$"
+    r"(?:(?:a|b|rc)\d+)?$",
 )
 _RELEASE_DATE_PATTERN: Final[re.Pattern[str]] = re.compile(r"^\d{4}-\d{2}-\d{2}$")
 
@@ -61,7 +61,7 @@ class Project:
     ),
     Project(
         name="acpkit",
-        directory=Path("."),
+        directory=Path(),
         version_file=Path("src/acpkit/_version.py"),
     ),
 )
@@ -83,7 +83,7 @@ def _workspace_version(root: Path) -> str:
     version = unique_versions.pop()
     if _SUPPORTED_VERSION_PATTERN.fullmatch(version) is None:
         raise ReleaseValidationError(
-            f"Unsupported release version {version!r}; expected X.Y.Z or X.Y.ZrcN."
+            f"Unsupported release version {version!r}; expected X.Y.Z or X.Y.ZrcN.",
         )
     return version
 
@@ -106,7 +106,7 @@ def _check_changelog(root: Path, version: str) -> None:
     heading = re.compile(rf"^## \[{re.escape(version)}\](?:\s|$)", re.MULTILINE)
     if heading.search(changelog_path.read_text(encoding="utf-8")) is None:
         raise ReleaseValidationError(
-            f"CHANGELOG.md does not contain a [{version}] release heading."
+            f"CHANGELOG.md does not contain a [{version}] release heading.",
         )
 
 
@@ -126,7 +126,7 @@ def _check_root_extras(root: Path, version: str) -> None:
     for extra, requirement in expected.items():
         if requirement not in optional.get(extra, []):
             raise ReleaseValidationError(
-                f"Root extra {extra!r} must require the synchronized package as {requirement!r}."
+                f"Root extra {extra!r} must require the synchronized package as {requirement!r}.",
             )
 
 
@@ -148,7 +148,7 @@ def _check_release_tag(tag: str, version: str) -> None:
 
     raise ReleaseValidationError(
         f"Release tag {tag!r} does not match workspace version {version!r}; "
-        f"expected {version_tag!r} or {version_tag + '_YYYY-MM-DD'!r}."
+        f"expected {version_tag!r} or {version_tag + '_YYYY-MM-DD'!r}.",
     )
 
 
@@ -240,7 +240,7 @@ def _validate_root_requirements(metadata: Message, version: str) -> None:
         ]
         if not matching:
             raise ReleaseValidationError(
-                f"acpkit wheel does not declare its {package_name} integration dependency."
+                f"acpkit wheel does not declare its {package_name} integration dependency.",
             )
         if _is_prerelease(version):
             valid_requirement = any(f"=={version}" in requirement for requirement in matching)
@@ -251,7 +251,7 @@ def _validate_root_requirements(metadata: Message, version: str) -> None:
             )
         if not valid_requirement:
             raise ReleaseValidationError(
-                f"acpkit wheel does not constrain {package_name} to the synchronized release."
+                f"acpkit wheel does not constrain {package_name} to the synchronized release.",
             )
 
 
@@ -266,7 +266,7 @@ def _validate_artifacts(*, output_dir: Path, version: str) -> None:
     ]
     if unexpected:
         raise ReleaseValidationError(
-            f"Unexpected files in release directory: {', '.join(unexpected)}."
+            f"Unexpected files in release directory: {', '.join(unexpected)}.",
         )
     artifacts = [
         path for path in files if path.name.endswith(".whl") or path.name.endswith(".tar.gz")
@@ -274,7 +274,7 @@ def _validate_artifacts(*, output_dir: Path, version: str) -> None:
     expected_count = len(_PROJECTS) * 2
     if len(artifacts) != expected_count:
         raise ReleaseValidationError(
-            f"Expected {expected_count} release artifacts, found {len(artifacts)}."
+            f"Expected {expected_count} release artifacts, found {len(artifacts)}.",
         )
     observed: dict[str, set[str]] = {}
     root_wheel_metadata: Message | None = None
@@ -287,7 +287,7 @@ def _validate_artifacts(*, output_dir: Path, version: str) -> None:
             raise ReleaseValidationError(f"Unexpected package name {name!r} in {artifact.name}.")
         if artifact_version != version:
             raise ReleaseValidationError(
-                f"{artifact.name} reports version {artifact_version!r}, expected {version!r}."
+                f"{artifact.name} reports version {artifact_version!r}, expected {version!r}.",
             )
         observed.setdefault(name, set()).add(artifact_kind)
         if name == "acpkit" and artifact_kind == "wheel":
@@ -296,7 +296,7 @@ def _validate_artifacts(*, output_dir: Path, version: str) -> None:
     for project in _PROJECTS:
         if observed.get(project.name) != expected_kinds:
             raise ReleaseValidationError(
-                f"{project.name} must provide exactly one wheel and one source distribution."
+                f"{project.name} must provide exactly one wheel and one source distribution.",
             )
     if root_wheel_metadata is None:
         raise ReleaseValidationError("The acpkit wheel metadata was not found.")
@@ -351,7 +351,7 @@ def smoke_test_artifacts(*, root: Path, dist_dir: Path) -> None:
 
 def _parser() -> argparse.ArgumentParser:
     parser = argparse.ArgumentParser(
-        description="Validate and build synchronized ACP Kit releases."
+        description="Validate and build synchronized ACP Kit releases.",
     )
     subparsers = parser.add_subparsers(dest="command", required=True)
 
@@ -365,12 +365,14 @@ def _parser() -> argparse.ArgumentParser:
     build_parser.add_argument("--output-dir", type=Path, default=Path("dist"))
 
     smoke_parser = subparsers.add_parser(
-        "smoke", help="Install built artifacts in a clean environment."
+        "smoke",
+        help="Install built artifacts in a clean environment.",
     )
     smoke_parser.add_argument("--dist-dir", type=Path, default=Path("dist"))
 
     prepare_parser = subparsers.add_parser(
-        "prepare", help="Validate, build, and smoke test a tagged release."
+        "prepare",
+        help="Validate, build, and smoke test a tagged release.",
     )
     prepare_parser.add_argument(
         "--tag",
diff --git a/scripts/run_if_major_change.py b/scripts/run_if_major_change.py
index f7c2970..4c65cc6 100644
--- a/scripts/run_if_major_change.py
+++ b/scripts/run_if_major_change.py
@@ -23,7 +23,7 @@
         "Makefile",
         ".pre-commit-config.yaml",
         "uv.lock",
-    }
+    },
 )
 
 
@@ -36,7 +36,7 @@ class ChangeSelection:
 
 def _parse_args() -> tuple[HookStage, list[str]]:
     parser = argparse.ArgumentParser(
-        description="Run an expensive command only when the staged change set is major."
+        description="Run an expensive command only when the staged change set is major.",
     )
     parser.add_argument(
         "--stage",
@@ -99,7 +99,7 @@ def _print_skip_message(selection: ChangeSelection, command: list[str]) -> None:
         return
     print(
         f"Skipping {' '.join(command)}: no major staged changes "
-        f"among {len(selection.changed_files)} staged file(s)."
+        f"among {len(selection.changed_files)} staged file(s).",
     )
 
 
diff --git a/scripts/save_coverage_summary.py b/scripts/save_coverage_summary.py
index 2eda058..202f807 100644
--- a/scripts/save_coverage_summary.py
+++ b/scripts/save_coverage_summary.py
@@ -82,11 +82,11 @@ def _validate_thresholds(summary: CoverageSummary) -> None:
     failures: list[str] = []
     if summary.line_coverage < MIN_LINE_COVERAGE:
         failures.append(
-            f"line coverage {summary.line_coverage:.2f}% is below required {MIN_LINE_COVERAGE:.2f}%"
+            f"line coverage {summary.line_coverage:.2f}% is below required {MIN_LINE_COVERAGE:.2f}%",
         )
     if summary.branch_coverage < MIN_BRANCH_COVERAGE:
         failures.append(
-            f"branch coverage {summary.branch_coverage:.2f}% is below required {MIN_BRANCH_COVERAGE:.2f}%"
+            f"branch coverage {summary.branch_coverage:.2f}% is below required {MIN_BRANCH_COVERAGE:.2f}%",
         )
     if failures:
         raise SystemExit("Coverage thresholds failed:\n- " + "\n- ".join(failures))
@@ -97,7 +97,7 @@ def _parse_args() -> argparse.Namespace:
         description=(
             "Validate ACP Kit adapter-package coverage thresholds and optionally write the "
             "COVERAGE summary."
-        )
+        ),
     )
     parser.add_argument(
         "--input",
diff --git a/src/acpkit/__init__.py b/src/acpkit/__init__.py
index 905bdef..9537715 100644
--- a/src/acpkit/__init__.py
+++ b/src/acpkit/__init__.py
@@ -22,7 +22,6 @@
 __all__ = (
     "AcpKitError",
     "CompatibilityManifest",
-    "connect_acp",
     "MissingAdapterError",
     "SurfaceOwner",
     "SurfaceStatus",
@@ -31,6 +30,7 @@
     "TargetResolutionError",
     "UnsupportedAgentError",
     "__version__",
+    "connect_acp",
     "launch_command",
     "launch_target",
     "load_target",
diff --git a/src/acpkit/_compatibility_schema.py b/src/acpkit/_compatibility_schema.py
index 4d29881..4d1107d 100644
--- a/src/acpkit/_compatibility_schema.py
+++ b/src/acpkit/_compatibility_schema.py
@@ -63,7 +63,7 @@ def to_markdown(self) -> str:
                 f"{_render_cell(support.status)} | "
                 f"{_render_cell(support.owner)} | "
                 f"{_render_cell(support.mapping)} | "
-                f"{_render_cell(support.rationale)} |"
+                f"{_render_cell(support.rationale)} |",
             )
         return "\n".join(lines)
 
@@ -73,19 +73,19 @@ def _validate_surface_name(self, surface_name: str) -> None:
             raise ValueError("Compatibility manifest surface names must not be empty.")
         if normalized != surface_name:
             raise ValueError(
-                f"Compatibility manifest surface `{surface_name}` must not have surrounding whitespace."
+                f"Compatibility manifest surface `{surface_name}` must not have surrounding whitespace.",
             )
 
     def _validate_support(self, surface_name: str, support: SurfaceSupport) -> None:
         if support.status in {"implemented", "partial"} and support.owner is None:
             raise ValueError(
                 f"Compatibility manifest surface `{surface_name}` must declare an owner "
-                "when status is implemented or partial."
+                "when status is implemented or partial.",
             )
         if support.status == "implemented" and _is_blank(support.mapping):
             raise ValueError(
                 f"Compatibility manifest surface `{surface_name}` must declare a mapping "
-                "when status is implemented."
+                "when status is implemented.",
             )
         if support.status in {
             "partial",
@@ -94,12 +94,12 @@ def _validate_support(self, surface_name: str, support: SurfaceSupport) -> None:
         } and _is_blank(support.rationale):
             raise ValueError(
                 f"Compatibility manifest surface `{surface_name}` must declare a rationale "
-                f"when status is {support.status}."
+                f"when status is {support.status}.",
             )
         if support.owner == "mixed" and _is_blank(support.rationale):
             raise ValueError(
                 f"Compatibility manifest surface `{surface_name}` must explain how mixed "
-                "ownership works."
+                "ownership works.",
             )
 
 
diff --git a/src/acpkit/_version.py b/src/acpkit/_version.py
index 47a3698..19692fb 100644
--- a/src/acpkit/_version.py
+++ b/src/acpkit/_version.py
@@ -2,4 +2,4 @@
 
 __all__ = ("__version__",)
 
-__version__ = "1.0.0"
+__version__ = "1.1.0"
diff --git a/src/acpkit/runtime.py b/src/acpkit/runtime.py
index 8879e42..7e962ad 100644
--- a/src/acpkit/runtime.py
+++ b/src/acpkit/runtime.py
@@ -29,8 +29,8 @@
     "TargetResolutionError",
     "UnsupportedAgentError",
     "launch_command",
-    "load_target",
     "launch_target",
+    "load_target",
     "run_remote_addr",
     "run_target",
     "serve_target",
@@ -62,7 +62,7 @@ class MissingAdapterError(AcpKitError):
     def for_adapter(cls, adapter: AdapterDefinition) -> MissingAdapterError:
         return cls(
             f"The resolved target requires the `{adapter.extra_name}` adapter. "
-            f"Install it with: `{adapter.install_command()}`."
+            f"Install it with: `{adapter.install_command()}`.",
         )
 
     @classmethod
@@ -86,11 +86,11 @@ def parse_target_ref(target: str) -> TargetRef:
     module_name, separator, attribute_path = target.partition(":")
     if not module_name:
         raise TargetResolutionError(
-            "Target must include a module name, for example `my_app` or `my_app:agent`."
+            "Target must include a module name, for example `my_app` or `my_app:agent`.",
         )
     if separator != "" and not attribute_path:
         raise TargetResolutionError(
-            "Target attribute cannot be empty. Use `my_app` or `my_app:agent`."
+            "Target attribute cannot be empty. Use `my_app` or `my_app:agent`.",
         )
     return TargetRef(
         module_name=module_name,
@@ -165,7 +165,7 @@ def launch_command(command: str) -> int:
     except FileNotFoundError as exc:
         raise AcpKitError(
             "`uvx` is required to launch Toad ACP sessions. "
-            'Install it with: `uv pip install "acpkit[launch]"`.'
+            'Install it with: `uv pip install "acpkit[launch]"`.',
         ) from exc
     return completed.returncode
 
@@ -254,7 +254,7 @@ def _import_target_module(
         import_error = str(exc).strip()
         detail = f" Import error: {import_error}" if import_error else ""
         raise TargetResolutionError(
-            f"Could not import module `{reference.module_name}` from target `{target}`.{detail}"
+            f"Could not import module `{reference.module_name}` from target `{target}`.{detail}",
         ) from exc
 
 
@@ -266,7 +266,7 @@ def _resolve_latest_supported_target(module: ModuleType, target: str) -> Any:
     if latest_target is None:
         raise UnsupportedAgentError(
             f"Target `{target}` did not resolve to a supported agent and the module defines no "
-            "known agent instance."
+            "known agent instance.",
         )
     return latest_target
 
@@ -295,7 +295,7 @@ def _resolve_target_from_module(module: ModuleType, reference: TargetRef, target
             value = getattr(value, attribute_name)
         except AttributeError as exc:
             raise TargetResolutionError(
-                f"Target `{target}` is missing attribute `{attribute_name}`."
+                f"Target `{target}` is missing attribute `{attribute_name}`.",
             ) from exc
     return value
 
diff --git a/tests/acpremote/test_cli.py b/tests/acpremote/test_cli.py
index c55151a..2897116 100644
--- a/tests/acpremote/test_cli.py
+++ b/tests/acpremote/test_cli.py
@@ -62,7 +62,7 @@ def _write_native_agent_module(tmp_path: Path) -> None:
                 "",
                 "ignored = object()",
                 "agent = NativeAgent()",
-            )
+            ),
         )
         + "\n",
         encoding="utf-8",
@@ -112,14 +112,14 @@ async def fake_serve_stdio_command(
             "python",
             "agent.py",
             "--flag",
-        ]
+        ],
     )
 
     assert exit_code == 0
     assert server.serve_forever_calls == 1
     assert server.close_calls == 1
     assert server.wait_closed_calls == 1
-    command_options = cast(CommandOptions, calls[0]["command_options"])
+    command_options = cast("CommandOptions", calls[0]["command_options"])
     assert command_options.command == ("python", "agent.py", "--flag")
     assert command_options.cwd == str(tmp_path)
     assert command_options.env == {"A": "1", "EMPTY": ""}
@@ -162,7 +162,7 @@ async def fake_serve_acp(agent: Any, **kwargs: Any) -> _FakeServer:
             "/acp",
             "--bearer-token",
             "direct-token",
-        ]
+        ],
     )
 
     assert exit_code == 0
@@ -258,7 +258,7 @@ def test_acpremote_cli_banner_handles_servers_without_tcp_port(
     capsys: pytest.CaptureFixture[str],
 ) -> None:
     server_without_sockets = _FakeServer(sockets=[])
-    server_with_non_tcp_socket = _FakeServer(sockets=[cast(Any, _FakeNonTcpSocket())])
+    server_with_non_tcp_socket = _FakeServer(sockets=[cast("Any", _FakeNonTcpSocket())])
 
     cli_module._print_server_banner(server_without_sockets, host="127.0.0.1", mount_path="/acp")
 
diff --git a/tests/acpremote/test_command_server.py b/tests/acpremote/test_command_server.py
index 0f53311..884677d 100644
--- a/tests/acpremote/test_command_server.py
+++ b/tests/acpremote/test_command_server.py
@@ -35,7 +35,7 @@ async def request_permission(
 
     async def session_update(self, session_id: str, update: Any, **kwargs: Any) -> None:
         self.updates.append(
-            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None)
+            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None),
         )
 
     async def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any]:
@@ -54,7 +54,7 @@ async def test_command_server_recording_client_stub_methods() -> None:
     client = _RecordingClient()
 
     with pytest.raises(AssertionError, match="permission flow"):
-        await client.request_permission([], "session-1", cast(Any, object()))
+        await client.request_permission([], "session-1", cast("Any", object()))
     with pytest.raises(AssertionError, match="extension methods"):
         await client.ext_method("demo.echo", {"value": 1})
 
@@ -137,7 +137,7 @@ def _write_stdio_acp_script(tmp_path: Path, *, emit_stderr: bool = False) -> Pat
                 "    await run_agent(EchoAgent())",
                 "",
                 "asyncio.run(main())",
-            )
+            ),
         ).strip()
         + "\n",
         encoding="utf-8",
@@ -179,7 +179,7 @@ async def test_serve_command_relays_stdio_acp_process(tmp_path: Path) -> None:
     assert server.sockets is not None
     port = next(iter(server.sockets)).getsockname()[1]
     remote = await connect_remote_agent(
-        cast(Client, client),
+        cast("Client", client),
         f"ws://127.0.0.1:{port}/command/ws",
     )
     try:
@@ -220,7 +220,7 @@ async def test_serve_command_metadata_exposes_remote_cwd(tmp_path: Path) -> None
     assert server.sockets is not None
     port = next(iter(server.sockets)).getsockname()[1]
     remote = await connect_remote_agent(
-        cast(Client, client),
+        cast("Client", client),
         f"ws://127.0.0.1:{port}/command/ws",
     )
     try:
@@ -251,7 +251,7 @@ async def test_serve_stdio_command_supports_discarded_stderr(tmp_path: Path) ->
     assert server.sockets is not None
     port = next(iter(server.sockets)).getsockname()[1]
     remote = await connect_remote_agent(
-        cast(Client, client),
+        cast("Client", client),
         f"ws://127.0.0.1:{port}/discard/ws",
     )
     try:
diff --git a/tests/acpremote/test_helpers.py b/tests/acpremote/test_helpers.py
index 98039cf..04b3743 100644
--- a/tests/acpremote/test_helpers.py
+++ b/tests/acpremote/test_helpers.py
@@ -79,7 +79,7 @@ async def request_permission(
                 "session_id": session_id,
                 "tool_call": tool_call,
                 "kwargs": kwargs,
-            }
+            },
         )
         return "ok"
 
@@ -99,7 +99,7 @@ class _FakeRemoteMethods:
 
     async def initialize(self, protocol_version: int, **kwargs: Any) -> InitializeResponse:
         self.calls.append(
-            ("initialize", {"protocol_version": protocol_version, **kwargs})
+            ("initialize", {"protocol_version": protocol_version, **kwargs}),
         )  # pragma: no cover
         return InitializeResponse(protocol_version=protocol_version)  # pragma: no cover
 
@@ -109,23 +109,23 @@ async def new_session(self, **kwargs: Any) -> NewSessionResponse:
 
     async def load_session(self, **kwargs: Any) -> LoadSessionResponse | None:
         self.calls.append(("load_session", kwargs))
-        return cast(LoadSessionResponse, {"ok": True})
+        return cast("LoadSessionResponse", {"ok": True})
 
     async def list_sessions(self, **kwargs: Any) -> ListSessionsResponse:
         self.calls.append(("list_sessions", kwargs))
-        return cast(ListSessionsResponse, {"sessions": []})
+        return cast("ListSessionsResponse", {"sessions": []})
 
     async def set_session_mode(self, **kwargs: Any) -> SetSessionModeResponse | None:
         self.calls.append(("set_session_mode", kwargs))
-        return cast(SetSessionModeResponse, {"mode": kwargs["mode_id"]})
+        return cast("SetSessionModeResponse", {"mode": kwargs["mode_id"]})
 
     async def set_session_model(self, **kwargs: Any) -> SetSessionModelResponse | None:
         self.calls.append(("set_session_model", kwargs))
-        return cast(SetSessionModelResponse, {"model": kwargs["model_id"]})
+        return cast("SetSessionModelResponse", {"model": kwargs["model_id"]})
 
     async def set_config_option(self, **kwargs: Any) -> SetSessionConfigOptionResponse | None:
         self.calls.append(("set_config_option", kwargs))
-        return cast(SetSessionConfigOptionResponse, {"config": kwargs["config_id"]})
+        return cast("SetSessionConfigOptionResponse", {"config": kwargs["config_id"]})
 
     async def authenticate(self, **kwargs: Any) -> AuthenticateResponse | None:
         self.calls.append(("authenticate", kwargs))
@@ -137,11 +137,11 @@ async def prompt(self, **kwargs: Any) -> PromptResponse:
 
     async def fork_session(self, **kwargs: Any) -> ForkSessionResponse:
         self.calls.append(("fork_session", kwargs))
-        return cast(ForkSessionResponse, {"session_id": kwargs["session_id"]})
+        return cast("ForkSessionResponse", {"session_id": kwargs["session_id"]})
 
     async def resume_session(self, **kwargs: Any) -> ResumeSessionResponse:
         self.calls.append(("resume_session", kwargs))
-        return cast(ResumeSessionResponse, {"session_id": kwargs["session_id"]})
+        return cast("ResumeSessionResponse", {"session_id": kwargs["session_id"]})
 
     async def close_session(self, **kwargs: Any) -> CloseSessionResponse | None:
         self.calls.append(("close_session", kwargs))
@@ -271,7 +271,7 @@ async def test_helper_fakes_cover_unreached_stub_paths() -> None:
     assert await methods.list_sessions(cursor="c-1") == {"sessions": []}
     assert await methods.set_session_mode(session_id="s-1", mode_id="ask") == {"mode": "ask"}
     assert await methods.set_session_model(session_id="s-1", model_id="model-a") == {
-        "model": "model-a"
+        "model": "model-a",
     }
     assert await methods.set_config_option(session_id="s-1", config_id="flag") == {"config": "flag"}
     assert isinstance(await methods.authenticate(method_id="demo"), AuthenticateResponse)
@@ -339,8 +339,8 @@ async def test_client_helper_paths_cover_metadata_edge_cases(
                 b'"auth_required":1,"supported_auth_modes":"bearer","max_size":"12","max_queue":"4",'
                 b'"compression":5,"health_path":"/healthz","metadata_path":"/acp",'
                 b'"websocket_path":"/acp/ws","supported_agent_families":"none","remote_cwd":123}'
-            )
-        )
+            ),
+        ),
     )
     broken_request = _FakeHttpConnection(
         response=_FakeHttpResponse(),
@@ -354,7 +354,7 @@ async def test_client_helper_paths_cover_metadata_edge_cases(
             missing_keys,
             good_payload,
             broken_request,
-        ]
+        ],
     )
 
     monkeypatch.setattr(
@@ -419,9 +419,9 @@ async def close(self) -> None:
             closed.append("streams")
 
     remote = RemoteClientConnection(
-        connection=cast(Any, _FakeConnection()),
-        websocket=cast(Any, object()),
-        streams=cast(Any, _FakeStreams()),
+        connection=cast("Any", _FakeConnection()),
+        websocket=cast("Any", object()),
+        streams=cast("Any", _FakeStreams()),
     )
     await remote.close()
     assert closed == ["connection", "streams"]
@@ -462,9 +462,9 @@ async def close(self) -> None:
             closed.append("streams")
 
     remote = RemoteClientConnection(
-        connection=cast(Any, _FailingConnection()),
-        websocket=cast(Any, object()),
-        streams=cast(Any, _FakeStreams()),
+        connection=cast("Any", _FailingConnection()),
+        websocket=cast("Any", object()),
+        streams=cast("Any", _FakeStreams()),
     )
 
     with pytest.raises(RuntimeError, match="connection close failed"):
@@ -500,7 +500,7 @@ async def fail_open_streams(*args: Any, **kwargs: Any) -> None:
 
     with pytest.raises(RuntimeError, match="stream setup failed"):
         await client_module.connect_remote_agent(
-            cast(Any, object()),
+            cast("Any", object()),
             "ws://example.com/acp/ws",
         )
 
@@ -539,7 +539,7 @@ def fail_connect_to_agent(*args: Any, **kwargs: Any) -> None:
 
     with pytest.raises(RuntimeError, match="ACP setup failed"):
         await client_module.connect_remote_agent(
-            cast(Any, object()),
+            cast("Any", object()),
             "ws://example.com/acp/ws",
         )
 
@@ -588,7 +588,7 @@ async def fail_metadata(*args: Any, **kwargs: Any) -> None:
 
     with pytest.raises(RuntimeError, match="metadata failed"):
         await client_module.connect_remote_agent(
-            cast(Any, object()),
+            cast("Any", object()),
             "ws://example.com/acp/ws",
         )
 
@@ -605,29 +605,29 @@ async def test_command_helper_paths_cover_process_relay_edges(
     fake_stdin = _FakeStdin()
     with pytest.raises(TypeError, match="binary WebSocket frames"):
         await command_module._relay_websocket_to_stdin(
-            cast(Any, _FakeCommandWebSocket(messages=[b"binary"])),
-            cast(Any, fake_stdin),
+            cast("Any", _FakeCommandWebSocket(messages=[b"binary"])),
+            cast("Any", fake_stdin),
         )
     assert fake_stdin.closed is True
 
     stdout_websocket = _FakeCommandWebSocket(messages=[])
     await command_module._relay_stdout_to_websocket(
-        cast(Any, _FakeStdout(lines=[b"first\n", b"second", b""])),
-        cast(Any, stdout_websocket),
+        cast("Any", _FakeStdout(lines=[b"first\n", b"second", b""])),
+        cast("Any", stdout_websocket),
     )
     assert stdout_websocket.sent == ["first", "second"]
 
     already_closed = _FakeStdin()
     already_closed.close()
-    await command_module._close_stdin(cast(Any, already_closed))
+    await command_module._close_stdin(cast("Any", already_closed))
     assert already_closed.closed is True
 
     broken_pipe = _FakeStdin(wait_closed_error=BrokenPipeError())
-    await command_module._close_stdin(cast(Any, broken_pipe))
+    await command_module._close_stdin(cast("Any", broken_pipe))
     assert broken_pipe.closed is True
 
     connection_reset = _FakeStdin(wait_closed_error=ConnectionResetError())
-    await command_module._close_stdin(cast(Any, connection_reset))
+    await command_module._close_stdin(cast("Any", connection_reset))
     assert connection_reset.closed is True
 
 
@@ -664,7 +664,7 @@ async def _raises(exc: BaseException) -> None:
         raise exc
 
     for exc in (
-        cast(BaseException, ConnectionClosedOK(None, None)),
+        cast("BaseException", ConnectionClosedOK(None, None)),
         BrokenPipeError(),
         ConnectionResetError(),
         ProcessLookupError(),
@@ -672,7 +672,7 @@ async def _raises(exc: BaseException) -> None:
         task = asyncio.create_task(_raises(exc))
         with contextlib.suppress(type(exc)):
             await task
-        command_module._raise_if_needed(cast(asyncio.Task[object], task))
+        command_module._raise_if_needed(cast("asyncio.Task[object]", task))
 
     cancelled = asyncio.create_task(asyncio.sleep(1))
     await asyncio.sleep(0)
@@ -680,7 +680,7 @@ async def _raises(exc: BaseException) -> None:
     with contextlib.suppress(asyncio.CancelledError):
         await cancelled
     with pytest.raises(asyncio.CancelledError):
-        command_module._raise_if_needed(cast(asyncio.Task[object], cancelled))
+        command_module._raise_if_needed(cast("asyncio.Task[object]", cancelled))
 
 
 @pytest.mark.asyncio
@@ -703,7 +703,6 @@ async def fake_close_stdin(stdin: Any) -> None:
 
     async def done_immediately(*args: Any, **kwargs: Any) -> None:
         del args, kwargs
-        return None
 
     async def done_later(*args: Any, **kwargs: Any) -> None:
         del args, kwargs
@@ -719,7 +718,7 @@ async def create_fast_process(**kwargs: Any) -> _FakeCommandProcess:
     monkeypatch.setattr(command_module, "_relay_websocket_to_stdin", done_later)
     monkeypatch.setattr(command_module, "_relay_stdout_to_websocket", done_later)
     await command_module.run_remote_command_connection(
-        cast(Any, object()),
+        cast("Any", object()),
         command_options=command_module.CommandOptions(command=("echo", "hi")),
     )
     assert close_calls
@@ -736,7 +735,7 @@ async def create_delayed_process(**kwargs: Any) -> _FakeCommandProcess:
     monkeypatch.setattr(command_module, "_relay_websocket_to_stdin", done_immediately)
     monkeypatch.setattr(command_module, "_relay_stdout_to_websocket", done_later)
     await command_module.run_remote_command_connection(
-        cast(Any, object()),
+        cast("Any", object()),
         command_options=command_module.CommandOptions(command=("echo", "hi")),
     )
     assert delayed_exit.terminate_calls >= 1
@@ -762,7 +761,7 @@ async def create_hanging_process(**kwargs: Any) -> _FakeCommandProcess:
     monkeypatch.setattr(command_module, "_relay_stdout_to_websocket", slow_relay)
     with pytest.raises(ValueError, match="boom"):
         await command_module.run_remote_command_connection(
-            cast(Any, object()),
+            cast("Any", object()),
             command_options=command_module.CommandOptions(
                 command=("echo", "hi"),
                 terminate_timeout=0.001,
@@ -778,7 +777,7 @@ async def create_hanging_process(**kwargs: Any) -> _FakeCommandProcess:
 async def test_command_process_terminate_timeout_kills() -> None:
     process = _FakeCommandProcess(wait_delay=0.02)
 
-    await command_module._terminate_process(cast(Any, process), timeout=0.001)
+    await command_module._terminate_process(cast("Any", process), timeout=0.001)
 
     assert process.terminate_calls == 1
     assert process.kill_calls == 1
@@ -789,7 +788,7 @@ async def test_command_process_terminate_timeout_kills() -> None:
 async def test_command_process_terminate_returns_when_already_exited() -> None:
     process = _FakeCommandProcess(returncode=0)
 
-    await command_module._terminate_process(cast(Any, process), timeout=0.001)
+    await command_module._terminate_process(cast("Any", process), timeout=0.001)
 
     assert process.terminate_calls == 0
     assert process.kill_calls == 0
@@ -809,7 +808,7 @@ async def wait(self) -> int:
 
     process = _ExitingOnCancelledProcess()
 
-    await command_module._terminate_process(cast(Any, process), timeout=0.001)
+    await command_module._terminate_process(cast("Any", process), timeout=0.001)
 
     assert process.terminate_calls == 1
     assert process.kill_calls == 0
@@ -820,7 +819,7 @@ async def wait(self) -> int:
 async def test_command_process_terminate_kills_when_cancelled() -> None:
     process = _FakeCommandProcess(wait_delay=0.01)
     task = asyncio.create_task(
-        command_module._terminate_process(cast(Any, process), timeout=1),
+        command_module._terminate_process(cast("Any", process), timeout=1),
     )
 
     await asyncio.sleep(0)
@@ -846,7 +845,7 @@ async def wait(self) -> int:
 
     process = _ExitedOnCancelledProcess()
     task = asyncio.create_task(
-        command_module._terminate_process(cast(Any, process), timeout=1),
+        command_module._terminate_process(cast("Any", process), timeout=1),
     )
 
     await asyncio.sleep(0)
@@ -865,7 +864,6 @@ async def test_command_connection_covers_all_done_path(
 ) -> None:
     async def all_done(*args: Any, **kwargs: Any) -> None:
         del args, kwargs
-        return None
 
     process = _FakeCommandProcess(wait_delay=0.0)
 
@@ -878,7 +876,7 @@ async def create_process(**kwargs: Any) -> _FakeCommandProcess:
     monkeypatch.setattr(command_module, "_relay_stdout_to_websocket", all_done)
 
     await command_module.run_remote_command_connection(
-        cast(Any, _FakeCommandWebSocket(messages=[])),
+        cast("Any", _FakeCommandWebSocket(messages=[])),
         command_options=command_module.CommandOptions(command=("echo", "hi")),
     )
 
@@ -903,7 +901,7 @@ async def test_proxy_agent_helper_paths_cover_delegate_and_metadata_edges(
 
     client = _FakeClient()
     latency_client = proxy_agent_module._LatencyClient(
-        delegate=cast(Any, client),
+        delegate=cast("Any", client),
         tracker=tracker,
         emit_latency_meta=False,
     )
@@ -918,7 +916,7 @@ async def test_proxy_agent_helper_paths_cover_delegate_and_metadata_edges(
 
     assert proxy_agent_module._merge_field_meta({"source": "x"}, None) == {"source": "x"}
     assert proxy_agent_module._merge_field_meta({}, {"acpremote": {"value": 1}}) == {
-        "field_meta": {"acpremote": {"value": 1}}
+        "field_meta": {"acpremote": {"value": 1}},
     }
     assert proxy_agent_module._merge_field_meta(
         {"field_meta": "not-a-dict"},
@@ -986,17 +984,17 @@ class _ClosableRemote:
         async def close(self) -> None:
             closers.append("closed")  # pragma: no cover
 
-    proxy._client = cast(Any, object())
-    proxy._remote = cast(RemoteClientConnection, _ClosableRemote())
+    proxy._client = cast("Any", object())
+    proxy._remote = cast("RemoteClientConnection", _ClosableRemote())
     monkeypatch.setattr(asyncio, "get_running_loop", lambda: (_ for _ in ()).throw(RuntimeError()))
-    proxy.on_connect(cast(Any, object()))
+    proxy.on_connect(cast("Any", object()))
     assert proxy._remote is None
     await proxy.close()
     assert closers == ["closed"]
 
-    proxy._client = cast(Any, object())
-    proxy._remote = cast(RemoteClientConnection, _ClosableRemote())
-    proxy.on_connect(cast(Any, object()))
+    proxy._client = cast("Any", object())
+    proxy._remote = cast("RemoteClientConnection", _ClosableRemote())
+    proxy.on_connect(cast("Any", object()))
     assert proxy._remote is None
     await proxy.close()
     assert closers == ["closed", "closed"]
@@ -1012,7 +1010,7 @@ async def _close_remote() -> None:
         return None  # pragma: no cover
 
     remote = cast(
-        RemoteClientConnection,
+        "RemoteClientConnection",
         SimpleNamespace(
             connection=methods,
             metadata=ServerMetadata(
@@ -1037,7 +1035,7 @@ async def _close_remote() -> None:
         url="ws://example.invalid/acp/ws",
         options=TransportOptions(),
     )
-    proxy._client = cast(Any, object())
+    proxy._client = cast("Any", object())
     proxy._remote = remote
     proxy._remote_cwd = "/srv/remote"
 
@@ -1083,14 +1081,14 @@ async def __aexit__(self, exc_type: Any, exc: Any, tb: Any) -> bool:
             del exc_type, exc, tb
             return False
 
-    proxy._connect_lock = cast(Any, _PreloadedLock(proxy))
+    proxy._connect_lock = cast("Any", _PreloadedLock(proxy))
     assert await proxy._remote_connection() is remote
 
     prompt_proxy = proxy_agent_module.RemoteProxyAgent(url="ws://example.invalid/acp/ws")
-    prompt_proxy._client = cast(Any, object())
+    prompt_proxy._client = cast("Any", object())
     prompt_proxy._remote = remote
     prompt_proxy._latency_tracker = cast(
-        Any,
+        "Any",
         SimpleNamespace(
             start_prompt=lambda session_id: None,
             finish_prompt=lambda session_id: None,
@@ -1116,7 +1114,7 @@ async def test_stream_helper_paths_cover_protocol_and_sender_edge_cases() -> Non
     loop = asyncio.get_running_loop()
     protocol = stream_module._WriterProtocol(loop=loop)
     await protocol._drain_helper()
-    waiter = protocol._get_close_waiter(cast(asyncio.StreamWriter, object()))
+    waiter = protocol._get_close_waiter(cast("asyncio.StreamWriter", object()))
     protocol.connection_lost(None)
     await waiter
 
@@ -1126,7 +1124,7 @@ async def test_stream_helper_paths_cover_protocol_and_sender_edge_cases() -> Non
 
     websocket = _FakeStreamWebSocket()
     transport = stream_module._WebSocketTransport(
-        websocket=cast(Any, websocket),
+        websocket=cast("Any", websocket),
         loop=loop,
         protocol=protocol,
     )
@@ -1139,7 +1137,7 @@ async def test_stream_helper_paths_cover_protocol_and_sender_edge_cases() -> Non
     second_future: asyncio.Future[None] = loop.create_future()
     transport._pending.put_nowait(stream_module._PendingWrite(payload="first", future=first_future))
     transport._pending.put_nowait(
-        stream_module._PendingWrite(payload="second", future=second_future)
+        stream_module._PendingWrite(payload="second", future=second_future),
     )
     transport._pending.put_nowait(None)
     await transport._sender_loop()
@@ -1149,7 +1147,7 @@ async def test_stream_helper_paths_cover_protocol_and_sender_edge_cases() -> Non
     error_websocket = _FakeStreamWebSocket(send_error=ConnectionResetError("boom"))
     error_protocol = stream_module._WriterProtocol(loop=loop)
     error_transport = stream_module._WebSocketTransport(
-        websocket=cast(Any, error_websocket),
+        websocket=cast("Any", error_websocket),
         loop=loop,
         protocol=error_protocol,
     )
@@ -1160,10 +1158,10 @@ async def test_stream_helper_paths_cover_protocol_and_sender_edge_cases() -> Non
     failed_future: asyncio.Future[None] = loop.create_future()
     pending_future: asyncio.Future[None] = loop.create_future()
     error_transport._pending.put_nowait(
-        stream_module._PendingWrite(payload="fail", future=failed_future)
+        stream_module._PendingWrite(payload="fail", future=failed_future),
     )
     error_transport._pending.put_nowait(
-        stream_module._PendingWrite(payload="pending", future=pending_future)
+        stream_module._PendingWrite(payload="pending", future=pending_future),
     )
     error_transport._pending.put_nowait(None)
     await error_transport._sender_loop()
@@ -1174,7 +1172,7 @@ async def test_stream_helper_paths_cover_protocol_and_sender_edge_cases() -> Non
     cancelled_websocket = _FakeStreamWebSocket(send_error=asyncio.CancelledError())
     cancelled_protocol = stream_module._WriterProtocol(loop=loop)
     cancelled_transport = stream_module._WebSocketTransport(
-        websocket=cast(Any, cancelled_websocket),
+        websocket=cast("Any", cancelled_websocket),
         loop=loop,
         protocol=cancelled_protocol,
     )
@@ -1183,7 +1181,7 @@ async def test_stream_helper_paths_cover_protocol_and_sender_edge_cases() -> Non
         await cancelled_transport._sender_task
     cancelled_future: asyncio.Future[None] = loop.create_future()
     cancelled_transport._pending.put_nowait(
-        stream_module._PendingWrite(payload="cancel", future=cancelled_future)
+        stream_module._PendingWrite(payload="cancel", future=cancelled_future),
     )
     with pytest.raises(asyncio.CancelledError):
         await cancelled_transport._sender_loop()
diff --git a/tests/acpremote/test_phase1.py b/tests/acpremote/test_phase1.py
index e61147c..a89e814 100644
--- a/tests/acpremote/test_phase1.py
+++ b/tests/acpremote/test_phase1.py
@@ -80,7 +80,7 @@ async def request_permission(
 
     async def session_update(self, session_id: str, update: Any, **kwargs: Any) -> None:
         self.updates.append(
-            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None)
+            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None),
         )
 
     async def write_text_file(
@@ -154,7 +154,7 @@ async def test_phase1_recording_client_stub_methods_cover_error_paths() -> None:
     client = _RecordingClient()
 
     with pytest.raises(AssertionError, match="permission flow"):
-        await client.request_permission([], "session-1", cast(Any, object()))
+        await client.request_permission([], "session-1", cast("Any", object()))
     with pytest.raises(AssertionError, match="filesystem flow"):
         await client.write_text_file("content", "/tmp/demo", "session-1")
     with pytest.raises(AssertionError, match="filesystem flow"):
@@ -176,7 +176,7 @@ async def test_phase1_recording_client_stub_methods_cover_error_paths() -> None:
     with pytest.raises(RequestError):
         await client.ext_method("demo.missing", {})
     await client.ext_notification("demo.note", {"value": 1})
-    assert client.on_connect(cast(Agent, object())) is None
+    assert client.on_connect(cast("Agent", object())) is None
 
 
 @dataclass(slots=True)
@@ -235,11 +235,11 @@ async def prompt(
 @pytest.mark.asyncio
 async def test_phase1_round_trip_supports_initialize_prompt_and_session_update() -> None:
     agent = _EchoAgent()
-    server = await serve_remote_agent(cast(Agent, agent))
+    server = await serve_remote_agent(cast("Agent", agent))
     assert server.sockets is not None
     port = next(iter(server.sockets)).getsockname()[1]
     client = _RecordingClient()
-    remote = await connect_remote_agent(cast(Client, client), f"ws://127.0.0.1:{port}/acp/ws")
+    remote = await connect_remote_agent(cast("Client", client), f"ws://127.0.0.1:{port}/acp/ws")
     try:
         response = await remote.connection.initialize(protocol_version=1)
         assert response.protocol_version == 1
@@ -270,7 +270,7 @@ def test_phase1_helpers_cover_header_merge_and_transport_defaults() -> None:
     assert bearer_headers("   ") is None
     assert bearer_headers("token") == {"Authorization": "Bearer token"}
     assert _merge_headers(None, {"Authorization": "Bearer token"}) == {
-        "Authorization": "Bearer token"
+        "Authorization": "Bearer token",
     }
     assert _merge_headers({"X-Test": "1"}, {"Authorization": "Bearer token"}) == [
         ("X-Test", "1"),
@@ -294,7 +294,7 @@ def test_phase1_helpers_cover_header_merge_and_transport_defaults() -> None:
 async def test_phase1_stream_bridge_handles_partial_lines_and_binary_frame_failures() -> None:
     websocket = _FakeWebSocket()
     await websocket.incoming.put("from remote")
-    bridge = await open_websocket_stream_bridge(cast(Any, websocket))
+    bridge = await open_websocket_stream_bridge(cast("Any", websocket))
 
     bridge.writer.write(b"partial")
     await bridge.writer.drain()
@@ -316,7 +316,7 @@ async def test_phase1_stream_bridge_handles_partial_lines_and_binary_frame_failu
 @pytest.mark.asyncio
 async def test_phase1_stream_bridge_supports_large_lines_with_configured_reader_limit() -> None:
     websocket = _FakeWebSocket()
-    bridge = await open_websocket_stream_bridge(cast(Any, websocket), reader_limit=1_048_576)
+    bridge = await open_websocket_stream_bridge(cast("Any", websocket), reader_limit=1_048_576)
     large_message = "x" * 70_000
     try:
         await websocket.incoming.put(large_message)
@@ -332,7 +332,7 @@ async def test_phase1_stream_bridge_supports_large_lines_with_configured_reader_
 @pytest.mark.asyncio
 async def test_phase1_stream_bridge_handles_sender_failures_and_transport_edges() -> None:
     websocket = _FakeWebSocket(send_error=RuntimeError("send failed"))
-    bridge = await open_websocket_stream_bridge(cast(Any, websocket))
+    bridge = await open_websocket_stream_bridge(cast("Any", websocket))
 
     assert bridge.writer.transport.can_write_eof() is False
     assert bridge.writer.transport.get_extra_info("missing", "fallback") == "fallback"
diff --git a/tests/acpremote/test_phase2.py b/tests/acpremote/test_phase2.py
index d7c44f3..db70ce8 100644
--- a/tests/acpremote/test_phase2.py
+++ b/tests/acpremote/test_phase2.py
@@ -51,7 +51,7 @@ async def request_permission(
 
     async def session_update(self, session_id: str, update: Any, **kwargs: Any) -> None:
         self.updates.append(
-            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None)
+            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None),
         )
 
     async def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any]:
@@ -70,7 +70,7 @@ async def test_phase2_recording_client_stub_methods() -> None:
     client = _RecordingClient()
 
     with pytest.raises(AssertionError, match="permission flow"):
-        await client.request_permission([], "session-1", cast(Any, object()))
+        await client.request_permission([], "session-1", cast("Any", object()))
     with pytest.raises(AssertionError, match="extension methods"):
         await client.ext_method("demo.echo", {"value": 1})
 
@@ -81,7 +81,7 @@ async def test_phase2_recording_client_stub_methods() -> None:
         source="phase2",
     )
     assert client.updates[0].field_meta == {"source": "phase2"}
-    assert client.on_connect(cast(Agent, object())) is None
+    assert client.on_connect(cast("Agent", object())) is None
 
 
 @dataclass(slots=True)
@@ -162,7 +162,7 @@ def test_phase2_server_path_and_metadata_helpers() -> None:
             bearer_token="secret",
             supported_agent_families=("pydantic-acp", "langchain-acp"),
             remote_cwd="/srv/app",
-        )
+        ),
     )
     assert metadata.auth_required is True
     assert metadata.supported_auth_modes == ("bearer",)
@@ -176,7 +176,7 @@ def test_phase2_server_path_and_metadata_helpers() -> None:
 @pytest.mark.asyncio
 async def test_phase2_http_metadata_and_health_routes_are_served() -> None:
     server = await serve_acp(
-        cast(Agent, _EchoAgent()),
+        cast("Agent", _EchoAgent()),
         mount_path="/transport/",
         supported_agent_families=("generic-acp",),
     )
@@ -215,7 +215,7 @@ async def test_phase2_http_metadata_and_health_routes_are_served() -> None:
 @pytest.mark.asyncio
 async def test_phase2_websocket_path_and_bearer_auth_are_enforced() -> None:
     server = await serve_acp(
-        cast(Agent, _EchoAgent()),
+        cast("Agent", _EchoAgent()),
         mount_path="/secure",
         bearer_token="secret-token",
         supported_agent_families=("generic-acp",),
@@ -238,7 +238,7 @@ async def test_phase2_websocket_path_and_bearer_auth_are_enforced() -> None:
 
         client = _RecordingClient()
         remote = await connect_remote_agent(
-            cast(Client, client),
+            cast("Client", client),
             f"ws://127.0.0.1:{port}/secure/ws",
             bearer_token="secret-token",
         )
@@ -265,7 +265,7 @@ async def test_phase2_websocket_path_and_bearer_auth_are_enforced() -> None:
 async def test_phase2_rejects_mixed_server_and_transport_options() -> None:
     with pytest.raises(ValueError, match="pass either options or server_options, not both"):
         await serve_remote_agent(
-            cast(Agent, _EchoAgent()),
+            cast("Agent", _EchoAgent()),
             options=ServerOptions().transport,
             server_options=ServerOptions(),
         )
diff --git a/tests/acpremote/test_phase3.py b/tests/acpremote/test_phase3.py
index 71a1319..4b4806b 100644
--- a/tests/acpremote/test_phase3.py
+++ b/tests/acpremote/test_phase3.py
@@ -45,7 +45,7 @@ async def request_permission(
 
     async def session_update(self, session_id: str, update: Any, **kwargs: Any) -> None:
         self.updates.append(
-            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None)
+            SessionNotification(session_id=session_id, update=update, field_meta=kwargs or None),
         )
 
     async def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any]:
@@ -64,7 +64,7 @@ async def test_phase3_recording_client_stub_methods() -> None:
     client = _RecordingClient()
 
     with pytest.raises(AssertionError, match="permission flow"):
-        await client.request_permission([], "session-1", cast(Any, object()))
+        await client.request_permission([], "session-1", cast("Any", object()))
     with pytest.raises(AssertionError, match="extension methods"):
         await client.ext_method("demo.echo", {"value": 1})
 
@@ -75,7 +75,7 @@ async def test_phase3_recording_client_stub_methods() -> None:
         source="phase3",
     )
     assert client.updates[0].field_meta == {"source": "phase3"}
-    assert client.on_connect(cast(Agent, object())) is None
+    assert client.on_connect(cast("Agent", object())) is None
 
 
 @dataclass(slots=True)
@@ -118,7 +118,7 @@ async def list_sessions(
     ) -> ListSessionsResponse:
         del cursor, cwd, kwargs
         return ListSessionsResponse(
-            sessions=[SessionInfo(cwd="/tmp", session_id="phase3-session", title="Remote session")]
+            sessions=[SessionInfo(cwd="/tmp", session_id="phase3-session", title="Remote session")],
         )
 
     async def authenticate(self, method_id: str, **kwargs: Any) -> AuthenticateResponse | None:
@@ -187,12 +187,12 @@ async def _handle(reader: asyncio.StreamReader, writer: asyncio.StreamWriter) ->
 @pytest.mark.asyncio
 async def test_phase3_connect_acp_returns_local_agent_proxy_with_remote_passthrough() -> None:
     target = _ProxyTargetAgent()
-    server = await serve_acp(cast(Agent, target), mount_path="/proxy", remote_cwd="/srv/remote")
+    server = await serve_acp(cast("Agent", target), mount_path="/proxy", remote_cwd="/srv/remote")
     assert server.sockets is not None
     port = next(iter(server.sockets)).getsockname()[1]
-    proxy = cast(RemoteProxyAgent, connect_acp(f"ws://127.0.0.1:{port}/proxy/ws"))
+    proxy = cast("RemoteProxyAgent", connect_acp(f"ws://127.0.0.1:{port}/proxy/ws"))
     client = _RecordingClient()
-    proxy.on_connect(cast(Client, client))
+    proxy.on_connect(cast("Client", client))
     try:
         initialized = await proxy.initialize(protocol_version=1)
         assert initialized.protocol_version == 1
@@ -273,14 +273,14 @@ async def _fake_connect_remote_agent(
     ) -> RemoteClientConnection:
         del url, options, headers, bearer_token
         calls.append(client)
-        return cast(RemoteClientConnection, _StubRemote())
+        return cast("RemoteClientConnection", _StubRemote())
 
     monkeypatch.setattr(
         "acpremote.proxy_agent.connect_remote_agent",
         _fake_connect_remote_agent,
     )
 
-    client = cast(Client, _RecordingClient())
+    client = cast("Client", _RecordingClient())
     proxy.on_connect(client)
 
     first = await proxy.initialize(protocol_version=1)
@@ -296,24 +296,24 @@ async def test_phase3_proxy_defaults_to_remote_host_ownership_but_can_opt_into_p
     None
 ):
     remote_target = _ProxyTargetAgent()
-    remote_server = await serve_acp(cast(Agent, remote_target), mount_path="/remote")
+    remote_server = await serve_acp(cast("Agent", remote_target), mount_path="/remote")
     assert remote_server.sockets is not None
     remote_port = next(iter(remote_server.sockets)).getsockname()[1]
-    remote_proxy = cast(RemoteProxyAgent, connect_acp(f"ws://127.0.0.1:{remote_port}/remote/ws"))
-    remote_proxy.on_connect(cast(Client, _RecordingClient()))
+    remote_proxy = cast("RemoteProxyAgent", connect_acp(f"ws://127.0.0.1:{remote_port}/remote/ws"))
+    remote_proxy.on_connect(cast("Client", _RecordingClient()))
 
     passthrough_target = _ProxyTargetAgent()
-    passthrough_server = await serve_acp(cast(Agent, passthrough_target), mount_path="/pass")
+    passthrough_server = await serve_acp(cast("Agent", passthrough_target), mount_path="/pass")
     assert passthrough_server.sockets is not None
     passthrough_port = next(iter(passthrough_server.sockets)).getsockname()[1]
     passthrough_proxy = cast(
-        RemoteProxyAgent,
+        "RemoteProxyAgent",
         connect_acp(
             f"ws://127.0.0.1:{passthrough_port}/pass/ws",
             options=TransportOptions(host_ownership="client_passthrough"),
         ),
     )
-    passthrough_proxy.on_connect(cast(Client, _RecordingClient()))
+    passthrough_proxy.on_connect(cast("Client", _RecordingClient()))
 
     capabilities = ClientCapabilities(
         fs=FileSystemCapabilities(read_text_file=True, write_text_file=True),
@@ -349,7 +349,7 @@ async def test_phase3_proxy_defaults_to_remote_host_ownership_but_can_opt_into_p
 @pytest.mark.asyncio
 async def test_phase3_proxy_supports_local_acp_stream_clients_transparently() -> None:
     target = _ProxyTargetAgent()
-    remote_server = await serve_acp(cast(Agent, target), mount_path="/proxy")
+    remote_server = await serve_acp(cast("Agent", target), mount_path="/proxy")
     assert remote_server.sockets is not None
     remote_port = next(iter(remote_server.sockets)).getsockname()[1]
 
@@ -358,9 +358,9 @@ async def test_phase3_proxy_supports_local_acp_stream_clients_transparently() ->
     (client_reader, client_writer), (proxy_reader, proxy_writer) = await _open_stream_pair()
 
     proxy_task = asyncio.create_task(
-        run_agent(proxy, input_stream=proxy_writer, output_stream=proxy_reader)
+        run_agent(proxy, input_stream=proxy_writer, output_stream=proxy_reader),
     )
-    local_connection = connect_to_agent(cast(Client, local_client), client_writer, client_reader)
+    local_connection = connect_to_agent(cast("Client", local_client), client_writer, client_reader)
     try:
         initialized = await local_connection.initialize(protocol_version=1)
         assert initialized.protocol_version == 1
@@ -379,7 +379,7 @@ async def test_phase3_proxy_supports_local_acp_stream_clients_transparently() ->
         proxy_writer.close()
         await client_writer.wait_closed()
         await proxy_writer.wait_closed()
-        await cast(RemoteProxyAgent, proxy).close()
+        await cast("RemoteProxyAgent", proxy).close()
         await proxy_task
         remote_server.close()
         await remote_server.wait_closed()
@@ -393,7 +393,7 @@ async def test_phase3_proxy_supports_local_acp_stream_clients_transparently() ->
 @pytest.mark.asyncio
 async def test_phase3_proxy_can_emit_transport_latency_meta_and_projection() -> None:
     target = _ProxyTargetAgent()
-    remote_server = await serve_acp(cast(Agent, target), mount_path="/latency")
+    remote_server = await serve_acp(cast("Agent", target), mount_path="/latency")
     assert remote_server.sockets is not None
     remote_port = next(iter(remote_server.sockets)).getsockname()[1]
 
@@ -405,7 +405,7 @@ async def test_phase3_proxy_can_emit_transport_latency_meta_and_projection() ->
         ),
     )
     local_client = _RecordingClient()
-    proxy.on_connect(cast(Client, local_client))
+    proxy.on_connect(cast("Client", local_client))
     try:
         await proxy.initialize(protocol_version=1)
         session = await proxy.new_session(cwd="/tmp")
@@ -415,7 +415,7 @@ async def test_phase3_proxy_can_emit_transport_latency_meta_and_projection() ->
         )
         assert response.stop_reason == "end_turn"
     finally:
-        await cast(RemoteProxyAgent, proxy).close()
+        await cast("RemoteProxyAgent", proxy).close()
         remote_server.close()
         await remote_server.wait_closed()
 
diff --git a/tests/codex_auth_helper/support.py b/tests/codex_auth_helper/support.py
index 7f95583..60ef875 100644
--- a/tests/codex_auth_helper/support.py
+++ b/tests/codex_auth_helper/support.py
@@ -43,7 +43,7 @@ def write_auth_file(
                     "exp": int(expires_at.timestamp()),
                     "https://api.openai.com/auth": auth_claims,
                     "sub": "user_123",
-                }
+                },
             ),
             "account_id": account_id,
             "id_token": _jwt(
@@ -52,7 +52,7 @@ def write_auth_file(
                     "exp": int(expires_at.timestamp()),
                     "https://api.openai.com/auth": auth_claims,
                     "sub": "user_123",
-                }
+                },
             ),
             "refresh_token": refresh_token,
         },
diff --git a/tests/codex_auth_helper/test_auth.py b/tests/codex_auth_helper/test_auth.py
index f95e8e7..bfcef5c 100644
--- a/tests/codex_auth_helper/test_auth.py
+++ b/tests/codex_auth_helper/test_auth.py
@@ -37,7 +37,7 @@ def test_auth_state_helpers_cover_required_optional_and_mapping_paths() -> None:
     assert _optional_str({"token": "value"}, "token") == "value"
     assert _optional_str({"token": ""}, "token") is None
     assert _as_string_mapping(None) is None
-    assert _as_string_mapping(cast(Any, {"ok": 1, 2: "ignored"})) == {"ok": 1}
+    assert _as_string_mapping(cast("Any", {"ok": 1, 2: "ignored"})) == {"ok": 1}
 
 
 def test_auth_state_parses_timestamps_claims_and_account_fallbacks() -> None:
@@ -52,13 +52,13 @@ def test_auth_state_parses_timestamps_claims_and_account_fallbacks() -> None:
         {
             "exp": int((now + timedelta(hours=1)).timestamp()),
             "organizations": [{"id": "org_123"}],
-        }
+        },
     )
     id_token = write_auth_file.__globals__["_jwt"](
         {
             "exp": int((now + timedelta(hours=2)).timestamp()),
             "https://api.openai.com/auth": {"chatgpt_account_id": "acct_nested"},
-        }
+        },
     )
 
     assert _parse_jwt_claims("not-a-jwt") is None
@@ -115,7 +115,8 @@ def test_auth_state_helper_edge_paths_cover_missing_nested_claims() -> None:
     invalid_exp_token = write_auth_file.__globals__["_jwt"]({"exp": "not-an-int"})
     fallback_exp_token = write_auth_file.__globals__["_jwt"]({"exp": 1})
     assert _extract_expiry(
-        access_token=fallback_exp_token, id_token=invalid_exp_token
+        access_token=fallback_exp_token,
+        id_token=invalid_exp_token,
     ) == datetime.fromtimestamp(
         1,
         tz=UTC,
@@ -128,7 +129,7 @@ def test_auth_state_json_round_trip_and_invalid_payloads() -> None:
         {
             "exp": int((now + timedelta(hours=1)).timestamp()),
             "chatgpt_account_id": "acct_direct",
-        }
+        },
     )
     state = CodexAuthState.from_json_dict(
         {
@@ -139,13 +140,13 @@ def test_auth_state_json_round_trip_and_invalid_payloads() -> None:
                 "access_token": access_token,
                 "refresh_token": "refresh-token",
             },
-        }
+        },
     )
 
     assert state.account_id == "acct_direct"
     assert state.openai_api_key == "sk-demo"
-    payload = cast(dict[str, Any], state.to_json_dict())
-    tokens = cast(dict[str, Any], payload["tokens"])
+    payload = cast("dict[str, Any]", state.to_json_dict())
+    tokens = cast("dict[str, Any]", payload["tokens"])
     assert tokens["account_id"] == "acct_direct"
 
     with pytest.raises(ValueError, match="Expected `tokens`"):
@@ -458,7 +459,7 @@ def post(self, url: str, *, content: str, headers: dict[str, str]) -> httpx.Resp
             "client_id=app_EMoamEEZ73f0CkXaXp7hrann&"
             "grant_type=refresh_token&refresh_token=refresh_before",
             {"Content-Type": "application/x-www-form-urlencoded"},
-        )
+        ),
     ]
     persisted_state = CodexAuthStore(auth_path).read_state()
     assert persisted_state.access_token == "sync_refreshed_access"
diff --git a/tests/codex_auth_helper/test_factory.py b/tests/codex_auth_helper/test_factory.py
index 286b07a..3ff0f53 100644
--- a/tests/codex_auth_helper/test_factory.py
+++ b/tests/codex_auth_helper/test_factory.py
@@ -85,13 +85,14 @@ def test_create_codex_responses_model_rejects_missing_instructions_runtime(
         create_codex_responses_model(
             "gpt-5",
             config=_config(auth_path),
-            instructions=cast(Any, None),
+            instructions=cast("Any", None),
         )
 
 
 @pytest.mark.asyncio
 async def test_codex_responses_model_forces_streaming_on_request(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     auth_path = tmp_path / "auth.json"
     write_auth_file(auth_path, account_id="acct_demo")
@@ -376,7 +377,7 @@ def test_create_codex_chat_openai_rejects_missing_instructions_runtime(
         create_codex_chat_openai(
             "gpt-5",
             config=_config(auth_path),
-            instructions=cast(Any, None),
+            instructions=cast("Any", None),
         )
 
 
diff --git a/tests/langchain/support.py b/tests/langchain/support.py
index d3541da..2309bb5 100644
--- a/tests/langchain/support.py
+++ b/tests/langchain/support.py
@@ -85,7 +85,7 @@ def _stream(
             if self.stream_delimiter is None:
                 content_chunks = [content]
             else:
-                content_chunks = cast(list[str], re.split(self.stream_delimiter, content))
+                content_chunks = cast("list[str]", re.split(self.stream_delimiter, content))
                 content_chunks = [chunk for chunk in content_chunks if chunk]
             for index, token in enumerate(content_chunks):
                 is_last = index == len(content_chunks) - 1
@@ -95,7 +95,7 @@ def _stream(
                         id=message.id,
                         tool_calls=tool_calls if is_last else [],
                         chunk_position="last" if is_last else None,
-                    )
+                    ),
                 )
                 if run_manager is not None:
                     run_manager.on_llm_new_token(token, chunk=chunk)
@@ -109,7 +109,7 @@ def _stream(
                     id=message.id,
                     tool_calls=tool_calls,
                     chunk_position="last",
-                )
+                ),
             )
             if run_manager is not None:
                 run_manager.on_llm_new_token("", chunk=chunk)
@@ -137,26 +137,26 @@ class RecordingACPClient:
     permission_responses: list[RequestPermissionResponse] = field(default_factory=list)
     write_response: WriteTextFileResponse | None = field(default_factory=WriteTextFileResponse)
     release_response: ReleaseTerminalResponse | None = field(
-        default_factory=ReleaseTerminalResponse
+        default_factory=ReleaseTerminalResponse,
     )
     kill_response: KillTerminalResponse | None = field(default_factory=KillTerminalResponse)
     wait_response: WaitForTerminalExitResponse = field(
-        default_factory=lambda: WaitForTerminalExitResponse(exit_code=0)
+        default_factory=lambda: WaitForTerminalExitResponse(exit_code=0),
     )
     terminal_output_response: TerminalOutputResponse = field(
-        default_factory=lambda: TerminalOutputResponse(output="terminal-output", truncated=False)
+        default_factory=lambda: TerminalOutputResponse(output="terminal-output", truncated=False),
     )
 
     def queue_permission_selected(self, option_id: str) -> None:
         self.permission_responses.append(
             RequestPermissionResponse(
-                outcome=AllowedOutcome(outcome="selected", option_id=option_id)
-            )
+                outcome=AllowedOutcome(outcome="selected", option_id=option_id),
+            ),
         )
 
     def queue_permission_cancelled(self) -> None:
         self.permission_responses.append(
-            RequestPermissionResponse(outcome=DeniedOutcome(outcome="cancelled"))
+            RequestPermissionResponse(outcome=DeniedOutcome(outcome="cancelled")),
         )
 
     async def request_permission(
@@ -168,7 +168,7 @@ async def request_permission(
     ) -> RequestPermissionResponse:
         del kwargs
         self.permission_requests.append(
-            (session_id, [option.option_id for option in options], tool_call)
+            (session_id, [option.option_id for option in options], tool_call),
         )
         if not self.permission_responses:
             raise AssertionError("unexpected permission request")
diff --git a/tests/langchain/test_examples.py b/tests/langchain/test_examples.py
index 19a7c2a..e51fd6b 100644
--- a/tests/langchain/test_examples.py
+++ b/tests/langchain/test_examples.py
@@ -457,7 +457,7 @@ def fake_create_deep_agent(**kwargs: Any) -> object:
     monkeypatch.setitem(
         sys.modules,
         "deepagents",
-        cast(Any, SimpleNamespace(create_deep_agent=fake_create_deep_agent)),
+        cast("Any", SimpleNamespace(create_deep_agent=fake_create_deep_agent)),
     )
 
     session = AcpSessionContext(
@@ -471,7 +471,7 @@ def fake_create_deep_agent(**kwargs: Any) -> object:
     assert graph is not None
     assert captured["interrupt_on"] == {"write_file": True}
     assert captured["name"] == "deepagents-ask-.deepagents-graph"
-    tool_names = {tool.__name__ for tool in cast(list[Any], captured["tools"])}
+    tool_names = {tool.__name__ for tool in cast("list[Any]", captured["tools"])}
     assert {
         "list_workspace_files",
         "read_file",
@@ -499,7 +499,7 @@ def fake_create_deep_agent(**kwargs: Any) -> object:
     monkeypatch.setitem(
         sys.modules,
         "deepagents",
-        cast(Any, SimpleNamespace(create_deep_agent=fake_create_deep_agent)),
+        cast("Any", SimpleNamespace(create_deep_agent=fake_create_deep_agent)),
     )
 
     session = AcpSessionContext(
@@ -512,7 +512,7 @@ def fake_create_deep_agent(**kwargs: Any) -> object:
     )
 
     assert deepagents_graph.graph_from_session(session) is fake_graph
-    tool_names = {tool.__name__ for tool in cast(list[Any], captured["tools"])}
+    tool_names = {tool.__name__ for tool in cast("list[Any]", captured["tools"])}
     assert {
         "list_workspace_files",
         "read_file",
diff --git a/tests/langchain/test_low_level_helpers.py b/tests/langchain/test_low_level_helpers.py
index 2745ed3..22df130 100644
--- a/tests/langchain/test_low_level_helpers.py
+++ b/tests/langchain/test_low_level_helpers.py
@@ -362,13 +362,13 @@ class _Phase5StateBridge(BufferedCapabilityBridge):
         default_factory=lambda: [
             ModelInfo(model_id="bridge-model", name="Bridge Model"),
             ModelInfo(model_id="pro", name="Pro"),
-        ]
+        ],
     )
     modes: list[SessionMode] = field(
         default_factory=lambda: [
             SessionMode(id="ask", name="Ask"),
             SessionMode(id="plan", name="Plan"),
-        ]
+        ],
     )
 
     def get_model_state(self, session: AcpSessionContext) -> ModelSelectionState:
@@ -406,7 +406,7 @@ def get_config_options(self, session: AcpSessionContext) -> list[ConfigOption]:
                 name="Bridge Flag",
                 type="boolean",
                 current_value=bool(session.config_values.get("bridge_flag", False)),
-            )
+            ),
         ]
 
     def set_config_option(
@@ -454,7 +454,7 @@ def _make_session(*, session_id: str = "session-1", cwd: Path | None = None) ->
 
 def _make_adapter(*, config: AdapterConfig | None = None) -> LangChainAcpAgent:
     return LangChainAcpAgent(
-        StaticGraphSource(graph=cast(Any, object())),
+        StaticGraphSource(graph=cast("Any", object())),
         config=config or AdapterConfig(),
     )
 
@@ -485,7 +485,7 @@ def test_native_approval_bridge_handles_success_cancel_and_invalid_paths() -> No
     session = _make_session()
     decision = asyncio.run(
         bridge.resolve_action_requests(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             action_requests=[
                 {"name": "read_file", "args": {"path": "notes.txt"}},
@@ -502,7 +502,7 @@ def test_native_approval_bridge_handles_success_cancel_and_invalid_paths() -> No
                 },
             ],
             classifier=classifier,
-        )
+        ),
     )
 
     assert decision == ApprovalDecision(decisions=[{"type": "approve"}, {"type": "reject"}])
@@ -515,24 +515,24 @@ def test_native_approval_bridge_handles_success_cancel_and_invalid_paths() -> No
     client.queue_permission_cancelled()
     cancelled = asyncio.run(
         bridge.resolve_action_requests(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             action_requests=[{"name": "execute_shell", "args": {"command": "pwd"}}],
             review_configs=[{"action_name": "execute_shell", "allowed_decisions": ["approve"]}],
             classifier=classifier,
-        )
+        ),
     )
     assert cancelled.cancelled is True
 
     with pytest.raises(RequestError):
         asyncio.run(
             bridge.resolve_action_requests(
-                client=cast(AcpClient, RecordingACPClient()),
+                client=cast("AcpClient", RecordingACPClient()),
                 session=session,
-                action_requests=[cast(dict[str, Any], "bad")],
+                action_requests=[cast("dict[str, Any]", "bad")],
                 review_configs=[],
                 classifier=classifier,
-            )
+            ),
         )
 
 
@@ -550,23 +550,23 @@ def test_native_approval_bridge_supports_persistent_choices_and_projection_build
 
     first_decision = asyncio.run(
         bridge.resolve_action_requests(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             action_requests=[{"name": "read_file", "args": {"path": "notes.txt"}}],
             review_configs=[{"action_name": "read_file", "allowed_decisions": ["approve"]}],
             classifier=classifier,
             projection_map=FileSystemProjectionMap(read_tool_names=frozenset({"read_file"})),
-        )
+        ),
     )
     second_decision = asyncio.run(
         bridge.resolve_action_requests(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             action_requests=[{"name": "read_file", "args": {"path": "notes.txt"}}],
             review_configs=[{"action_name": "read_file", "allowed_decisions": ["approve"]}],
             classifier=classifier,
             projection_map=FileSystemProjectionMap(read_tool_names=frozenset({"read_file"})),
-        )
+        ),
     )
 
     assert first_decision.decisions == [{"type": "approve"}]
@@ -584,12 +584,12 @@ def test_native_approval_bridge_supports_persistent_choices_and_projection_build
     with pytest.raises(RequestError):
         asyncio.run(
             bridge.resolve_action_requests(
-                client=cast(AcpClient, RecordingACPClient()),
+                client=cast("AcpClient", RecordingACPClient()),
                 session=session,
                 action_requests=[{"name": "write_file", "args": {"path": "a.txt"}}],
                 review_configs=[{"action_name": "write_file", "allowed_decisions": ["edit"]}],
                 classifier=classifier,
-            )
+            ),
         )
 
     client = RecordingACPClient()
@@ -598,34 +598,34 @@ def test_native_approval_bridge_supports_persistent_choices_and_projection_build
     with pytest.raises(RequestError):
         asyncio.run(
             unexpected_bridge.resolve_action_requests(
-                client=cast(AcpClient, client),
+                client=cast("AcpClient", client),
                 session=_make_session(),
                 action_requests=[{"name": "read_file", "args": {"path": "notes.txt"}}],
                 review_configs=[],
                 classifier=classifier,
-            )
+            ),
         )
 
     with pytest.raises(RequestError):
         asyncio.run(
             bridge.resolve_action_requests(
-                client=cast(AcpClient, RecordingACPClient()),
+                client=cast("AcpClient", RecordingACPClient()),
                 session=session,
                 action_requests=[{"name": "read_file", "args": "bad"}],
                 review_configs=[],
                 classifier=classifier,
-            )
+            ),
         )
 
     with pytest.raises(RequestError):
         asyncio.run(
             bridge.resolve_action_requests(
-                client=cast(AcpClient, RecordingACPClient()),
+                client=cast("AcpClient", RecordingACPClient()),
                 session=session,
                 action_requests=[{"name": 1, "args": {"path": "notes.txt"}}],
                 review_configs=[],
                 classifier=classifier,
-            )
+            ),
         )
 
 
@@ -639,7 +639,7 @@ def test_approval_store_and_support_shims_cover_empty_and_reject_paths() -> None
     session.metadata[store.metadata_key] = {"bad": "maybe"}
     assert store.get_policy(session, "bad") is None
 
-    store.set_policy(session, "dangerous", cast(ApprovalPolicy, "reject"))
+    store.set_policy(session, "dangerous", cast("ApprovalPolicy", "reject"))
     assert store.export_state(session) == {"bad": "maybe", "dangerous": "reject"}
 
     bridge = NativeApprovalBridge(enable_persistent_choices=True)
@@ -648,12 +648,12 @@ def test_approval_store_and_support_shims_cover_empty_and_reject_paths() -> None
     classifier = DefaultToolClassifier()
     decision = asyncio.run(
         bridge.resolve_action_requests(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=_make_session(session_id="reject-always"),
             action_requests=[{"id": "action-1", "name": "terminal", "args": {"command": "pwd"}}],
             review_configs=[],
             classifier=classifier,
-        )
+        ),
     )
     assert decision.decisions == [{"type": "reject"}]
     assert client.permission_requests[0][2].tool_call_id == "action-1"
@@ -662,12 +662,12 @@ def test_approval_store_and_support_shims_cover_empty_and_reject_paths() -> None
     bridge.policy_store.set_policy(rejecting_session, "terminal", "reject")
     remembered = asyncio.run(
         bridge.resolve_action_requests(
-            client=cast(AcpClient, RecordingACPClient()),
+            client=cast("AcpClient", RecordingACPClient()),
             session=rejecting_session,
             action_requests=[{"name": "terminal", "args": {"command": "pwd"}}],
             review_configs=[],
             classifier=classifier,
-        )
+        ),
     )
     assert remembered.decisions == [{"type": "reject"}]
 
@@ -680,7 +680,7 @@ def test_approval_store_and_support_shims_cover_empty_and_reject_paths() -> None
 
     assert supports_projection_aware_approval_bridge(None) is False
     assert supports_projection_aware_approval_bridge(NativeApprovalBridge()) is True
-    assert supports_projection_aware_approval_bridge(cast(Any, object())) is False
+    assert supports_projection_aware_approval_bridge(cast("Any", object())) is False
 
 
 def test_slash_command_helpers_cover_validation_and_rendering_edges() -> None:
@@ -715,7 +715,8 @@ def test_slash_command_helpers_cover_validation_and_rendering_edges() -> None:
 
     with pytest.raises(ValueError, match="already be normalized"):
         validate_custom_commands(
-            [AvailableCommand(name=" Ping ", description="x")], mode_state=None
+            [AvailableCommand(name=" Ping ", description="x")],
+            mode_state=None,
         )
     with pytest.raises(ValueError, match=r"\^\[a-z\]\[a-z0-9-\]\*\$"):
         validate_custom_commands([AvailableCommand(name="9ping", description="x")], mode_state=None)
@@ -731,7 +732,8 @@ def test_slash_command_helpers_cover_validation_and_rendering_edges() -> None:
         validate_custom_commands([AvailableCommand(name="tools", description="x")], mode_state=None)
     with pytest.raises(ValueError, match="active mode ids"):
         validate_custom_commands(
-            [AvailableCommand(name="ask", description="x")], mode_state=mode_state
+            [AvailableCommand(name="ask", description="x")],
+            mode_state=mode_state,
         )
     validate_custom_commands([AvailableCommand(name="ping", description="x")], mode_state=None)
 
@@ -753,7 +755,7 @@ def test_slash_command_helpers_cover_validation_and_rendering_edges() -> None:
     assert render_mcp_server_listing([]) == "No MCP servers are currently attached."
     assert (
         render_mcp_server_listing(
-            [McpServerInfo(name="repo", transport="http", target="https://repo", source="session")]
+            [McpServerInfo(name="repo", transport="http", target="https://repo", source="session")],
         )
         == "MCP servers:\n- repo (http, session): https://repo"
     )
@@ -768,12 +770,12 @@ def test_slash_command_helpers_cover_graph_tool_and_mcp_server_edge_paths() -> N
                         _tools_by_name={
                             "read": SimpleNamespace(description="Read file"),
                             1: object(),
-                        }
-                    )
+                        },
+                    ),
                 ),
                 "other": SimpleNamespace(data=object()),
-            }
-        )
+            },
+        ),
     )
     assert list_graph_tools(graph) == [ToolInfo(name="read", description="Read file")]
     assert list_graph_tools(SimpleNamespace(get_graph=lambda: SimpleNamespace(nodes=None))) == []
@@ -794,8 +796,8 @@ def test_slash_command_helpers_cover_graph_tool_and_mcp_server_edge_paths() -> N
             {"name": "bridge", "transport": "sse", "description": "docs"},
             {"name": "bad-bridge", "transport": 1},
             "bad",
-            cast(Any, {1: "bad"}),
-        ]
+            cast("Any", {1: "bad"}),
+        ],
     }
     infos = extract_session_mcp_servers(session)
     assert [(info.name, info.transport, info.source) for info in infos] == [
@@ -816,8 +818,8 @@ def test_static_slash_command_provider_handles_match_and_miss() -> None:
             StaticSlashCommand(
                 command=AvailableCommand(name="ping", description="Return pong."),
                 handler=lambda request: SlashCommandResult(text=request.name),
-            )
-        ]
+            ),
+        ],
     )
     request = SlashCommandRequest(
         name="ping",
@@ -852,7 +854,7 @@ def test_hook_projection_and_external_hook_bridge_cover_hidden_and_start_only_pa
     hidden_bridge.record_event(hidden_session, hidden_event)
     assert hidden_bridge.drain_updates(hidden_session) is None
 
-    projection_map = cast(Any, ExternalHookEventBridge()).projection_map
+    projection_map = cast("Any", ExternalHookEventBridge()).projection_map
     assert projection_map.build_start_update(tool_call_id="x", event=hidden_event) is None
     assert projection_map.build_progress_update(tool_call_id="x", event=hidden_event) is None
 
@@ -871,11 +873,10 @@ def build_start_update(self, *, tool_call_id: str, event: HookEvent) -> ToolCall
 
         def build_progress_update(self, *, tool_call_id: str, event: HookEvent) -> None:
             del tool_call_id, event
-            return None
 
     bridge = ExternalHookEventBridge(
         emission_mode="start_only",
-        projection_map=cast(Any, _StartOnlyProjectionMap()),
+        projection_map=cast("Any", _StartOnlyProjectionMap()),
     )
     session = _make_session(session_id="external-hooks")
     bridge.record_event(
@@ -900,7 +901,7 @@ def build_progress_update(self, *, tool_call_id: str, event: HookEvent) -> None:
     assert len(no_status_updates) == 1
 
     fallback_bridge = ExternalHookEventBridge(
-        projection_map=cast(Any, _StartOnlyProjectionMap()),
+        projection_map=cast("Any", _StartOnlyProjectionMap()),
     )
     fallback_bridge.record_event(
         session,
@@ -933,7 +934,9 @@ def __init__(self, result: SlashCommandResult | None) -> None:
             self.result = result
 
         def available_commands(
-            self, session: AcpSessionContext, graph: Any
+            self,
+            session: AcpSessionContext,
+            graph: Any,
         ) -> list[AvailableCommand]:
             del session, graph
             return [AvailableCommand(name="ping", description="pong")]
@@ -943,17 +946,17 @@ def handle_command(self, request: SlashCommandRequest) -> SlashCommandResult | N
             return self.result
 
     adapter = LangChainAcpAgent(
-        cast(Any, _NullGraphSource()),
+        cast("Any", _NullGraphSource()),
         config=AdapterConfig(),
     )
     client = _EmptyClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = _make_session()
     null_graph_source = _NullGraphSource()
     assert asyncio.run(null_graph_source.get_graph(session)) is null_graph_source.graph
     custom_provider = _CustomProvider(None)
     assert [command.name for command in custom_provider.available_commands(session, object())] == [
-        "ping"
+        "ping",
     ]
     assert (
         asyncio.run(
@@ -962,7 +965,7 @@ def handle_command(self, request: SlashCommandRequest) -> SlashCommandResult | N
                 graph=object(),
                 prompt=[],
                 acknowledged_message_id=None,
-            )
+            ),
         )
         is None
     )
@@ -971,9 +974,9 @@ def handle_command(self, request: SlashCommandRequest) -> SlashCommandResult | N
             adapter._maybe_handle_slash_prompt(
                 session=session,
                 graph=object(),
-                prompt=[cast(Any, object())],
+                prompt=[cast("Any", object())],
                 acknowledged_message_id=None,
-            )
+            ),
         )
         is None
     )
@@ -984,16 +987,16 @@ def handle_command(self, request: SlashCommandRequest) -> SlashCommandResult | N
                 graph=object(),
                 prompt=[TextContentBlock(type="text", text="/unknown")],
                 acknowledged_message_id=None,
-            )
+            ),
         )
         is None
     )
 
     provider_adapter = LangChainAcpAgent(
-        cast(Any, _NullGraphSource()),
-        config=AdapterConfig(slash_command_provider=cast(Any, custom_provider)),
+        cast("Any", _NullGraphSource()),
+        config=AdapterConfig(slash_command_provider=cast("Any", custom_provider)),
     )
-    provider_adapter.on_connect(cast(AcpClient, client))
+    provider_adapter.on_connect(cast("AcpClient", client))
     assert (
         asyncio.run(
             provider_adapter._maybe_handle_slash_prompt(
@@ -1001,20 +1004,21 @@ def handle_command(self, request: SlashCommandRequest) -> SlashCommandResult | N
                 graph=object(),
                 prompt=[TextContentBlock(type="text", text="/ping")],
                 acknowledged_message_id="msg-1",
-            )
+            ),
         )
         is None
     )
 
     handled_false_adapter = LangChainAcpAgent(
-        cast(Any, _NullGraphSource()),
+        cast("Any", _NullGraphSource()),
         config=AdapterConfig(
             slash_command_provider=cast(
-                Any, _CustomProvider(SlashCommandResult(handled=False, text="ignored"))
-            )
+                "Any",
+                _CustomProvider(SlashCommandResult(handled=False, text="ignored")),
+            ),
         ),
     )
-    handled_false_adapter.on_connect(cast(AcpClient, client))
+    handled_false_adapter.on_connect(cast("AcpClient", client))
     assert (
         asyncio.run(
             handled_false_adapter._maybe_handle_slash_prompt(
@@ -1022,7 +1026,7 @@ def handle_command(self, request: SlashCommandRequest) -> SlashCommandResult | N
                 graph=object(),
                 prompt=[TextContentBlock(type="text", text="/ping")],
                 acknowledged_message_id="msg-2",
-            )
+            ),
         )
         is None
     )
@@ -1033,22 +1037,22 @@ def handle_command(self, request: SlashCommandRequest) -> SlashCommandResult | N
             AgentMessageChunk(
                 session_update="agent_message_chunk",
                 content=TextContentBlock(type="text", text="update-only"),
-            )
+            ),
         ],
         refresh_session_surface=False,
     )
     no_text_adapter = LangChainAcpAgent(
-        cast(Any, _NullGraphSource()),
-        config=AdapterConfig(slash_command_provider=cast(Any, _CustomProvider(no_text_result))),
+        cast("Any", _NullGraphSource()),
+        config=AdapterConfig(slash_command_provider=cast("Any", _CustomProvider(no_text_result))),
     )
-    no_text_adapter.on_connect(cast(AcpClient, client))
+    no_text_adapter.on_connect(cast("AcpClient", client))
     response = asyncio.run(
         no_text_adapter._maybe_handle_slash_prompt(
             session=session,
             graph=object(),
             prompt=[TextContentBlock(type="text", text="/ping")],
             acknowledged_message_id="msg-3",
-        )
+        ),
     )
     assert response is not None
     assert response.stop_reason == "end_turn"
@@ -1073,10 +1077,10 @@ def set_mode(self, session: AcpSessionContext, mode_id: str) -> ModeState | None
     assert unavailable_mode_state.current_mode_id is None
 
     mode_adapter = LangChainAcpAgent(
-        cast(Any, _NullGraphSource()),
+        cast("Any", _NullGraphSource()),
         config=AdapterConfig(capability_bridges=[_ModeBridge()]),
     )
-    mode_adapter.on_connect(cast(AcpClient, client))
+    mode_adapter.on_connect(cast("AcpClient", client))
     assert (
         asyncio.run(
             mode_adapter._handle_builtin_slash_command(
@@ -1084,7 +1088,7 @@ def set_mode(self, session: AcpSessionContext, mode_id: str) -> ModeState | None
                 graph=object(),
                 command_name="review",
                 argument=None,
-            )
+            ),
         )
         == "Mode is unavailable or invalid"
     )
@@ -1103,10 +1107,10 @@ def set_mode(self, session: AcpSessionContext, mode_id: str) -> ModeState | None
     assert none_mode_state.current_mode_id is None
 
     none_mode_adapter = LangChainAcpAgent(
-        cast(Any, _NullGraphSource()),
+        cast("Any", _NullGraphSource()),
         config=AdapterConfig(capability_bridges=[_NoneModeBridge()]),
     )
-    none_mode_adapter.on_connect(cast(AcpClient, client))
+    none_mode_adapter.on_connect(cast("AcpClient", client))
 
     async def _return_none_mode(
         _session: AcpSessionContext,
@@ -1118,7 +1122,7 @@ async def _return_none_mode(
             enable_config_option=False,
         )
 
-    cast(Any, none_mode_adapter)._set_mode = _return_none_mode
+    cast("Any", none_mode_adapter)._set_mode = _return_none_mode
     assert (
         asyncio.run(
             none_mode_adapter._handle_builtin_slash_command(
@@ -1126,7 +1130,7 @@ async def _return_none_mode(
                 graph=object(),
                 command_name="review",
                 argument=None,
-            )
+            ),
         )
         == "Mode is unavailable or invalid"
     )
@@ -1144,10 +1148,10 @@ def get_model_state(self, session: AcpSessionContext) -> ModelSelectionState:
     assert model_state.current_model_id is None
 
     model_adapter = LangChainAcpAgent(
-        cast(Any, _NullGraphSource()),
+        cast("Any", _NullGraphSource()),
         config=AdapterConfig(capability_bridges=[_ModelBridge()]),
     )
-    model_adapter.on_connect(cast(AcpClient, client))
+    model_adapter.on_connect(cast("AcpClient", client))
     assert (
         asyncio.run(
             model_adapter._handle_builtin_slash_command(
@@ -1155,7 +1159,7 @@ def get_model_state(self, session: AcpSessionContext) -> ModelSelectionState:
                 graph=object(),
                 command_name="model",
                 argument=None,
-            )
+            ),
         )
         == "Current model: unavailable"
     )
@@ -1166,7 +1170,7 @@ def get_model_state(self, session: AcpSessionContext) -> ModelSelectionState:
                 graph=object(),
                 command_name="model",
                 argument="bad-model",
-            )
+            ),
         )
         == "Model is unavailable or invalid"
     )
@@ -1188,7 +1192,7 @@ def test_phase5_builtin_bridges_cover_direct_paths(tmp_path: Path) -> None:
         available_models=(
             ModelInfo(model_id="base", name="Base"),
             ModelInfo(model_id="pro", name="Pro"),
-        )
+        ),
     )
     assert model_bridge.get_model_state(session) is not None
     assert model_bridge.set_model(session, "missing") is None
@@ -1199,7 +1203,7 @@ def test_phase5_builtin_bridges_cover_direct_paths(tmp_path: Path) -> None:
         available_modes=(
             SessionMode(id="ask", name="Ask"),
             SessionMode(id="plan", name="Plan"),
-        )
+        ),
     )
     assert mode_bridge.get_mode_state(session) is not None
     assert mode_bridge.set_mode(session, "missing") is None
@@ -1213,8 +1217,8 @@ def test_phase5_builtin_bridges_cover_direct_paths(tmp_path: Path) -> None:
                 name="Safe Tools",
                 type="boolean",
                 current_value=True,
-            )
-        ]
+            ),
+        ],
     )
     config_bridge = ConfigOptionsBridge(provider=config_provider)
     assert asyncio.run(_await_value(config_bridge.get_config_options(session))) is not None
@@ -1229,7 +1233,7 @@ def test_phase5_builtin_bridges_cover_direct_paths(tmp_path: Path) -> None:
     assert deepagents_metadata["cwd"] == str(tmp_path)
     assert deepagents_metadata["plan_generation_type"] == "tools"
     assert deepagents_bridge.extract_plan_entries(
-        {"todos": [{"content": "Inspect repo", "status": "pending", "priority": "high"}]}
+        {"todos": [{"content": "Inspect repo", "status": "pending", "priority": "high"}]},
     ) == [PlanEntry(content="Inspect repo", status="pending", priority="high")]
     assert deepagents_bridge.extract_plan_entries(
         {
@@ -1237,8 +1241,8 @@ def test_phase5_builtin_bridges_cover_direct_paths(tmp_path: Path) -> None:
                 "bad",
                 {"content": 1},
                 {"content": "Bad status", "status": "???", "priority": "???"},
-            ]
-        }
+            ],
+        },
     ) == [PlanEntry(content="Bad status", status="pending", priority="medium")]
 
     @dataclass(slots=True, kw_only=True)
@@ -1250,7 +1254,7 @@ def record(self, session: AcpSessionContext) -> None:
                     AgentMessageChunk(
                         session_update="agent_message_chunk",
                         content=TextContentBlock(type="text", text="buffered"),
-                    )
+                    ),
                 ],
             )
             self._record_completed_event(session, title="buffered-complete", kind="other")
@@ -1285,8 +1289,8 @@ def test_phase5_graph_bridge_builder_and_manager_cover_custom_and_builtin_paths(
                 name="Safe Tools",
                 type="boolean",
                 current_value=True,
-            )
-        ]
+            ),
+        ],
     )
 
     @dataclass(slots=True, kw_only=True)
@@ -1318,15 +1322,15 @@ def get_interrupt_configuration(self, session: AcpSessionContext) -> dict[str, A
             capability_bridges=[
                 _ContributionBridge(),
                 cast(
-                    CapabilityBridge,
+                    "CapabilityBridge",
                     ToolSurfaceBridge(
-                        tool_kinds={"shell_exec": cast(ToolKind, "execute")},
+                        tool_kinds={"shell_exec": cast("ToolKind", "execute")},
                         approval_policy_keys={"shell_exec": "shell-policy"},
                     ),
                 ),
             ],
             config_options_provider=config_provider,
-        )
+        ),
     )
     manager = builder.build_manager()
 
@@ -1339,9 +1343,9 @@ def get_interrupt_configuration(self, session: AcpSessionContext) -> dict[str, A
     assert asyncio.run(manager.set_config_option(session, "safe_tools", False)) is not None
     metadata_sections = manager.get_metadata_sections(session)
     assert metadata_sections["deepagents"] is not None
-    assert cast(dict[str, Any], metadata_sections["deepagents"])["cwd"] == str(tmp_path)
+    assert cast("dict[str, Any]", metadata_sections["deepagents"])["cwd"] == str(tmp_path)
     contributions = builder.build_graph_contributions(session)
-    deepagents_metadata = cast(dict[str, Any], contributions.metadata["deepagents"])
+    deepagents_metadata = cast("dict[str, Any]", contributions.metadata["deepagents"])
     assert deepagents_metadata["cwd"] == str(tmp_path)
     assert deepagents_metadata["plan_generation_type"] == "tools"
     assert contributions.middleware == ("middleware",)
@@ -1365,21 +1369,21 @@ def graph_factory(session: AcpSessionContext) -> Any:
                         (),
                         "messages",
                         (AIMessageChunk(content="Bridge graph ready."), {}),
-                    )
-                ]
-            ]
+                    ),
+                ],
+            ],
         )
 
     bridge = _Phase5StateBridge()
     adapter = cast(
-        LangChainAcpAgent,
+        "LangChainAcpAgent",
         create_acp_agent(
             graph_factory=graph_factory,
             config=AdapterConfig(capability_bridges=[bridge]),
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     created = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     assert created.models is not None
@@ -1390,20 +1394,20 @@ def graph_factory(session: AcpSessionContext) -> Any:
     assert [option.id for option in created.config_options] == ["bridge_flag"]
 
     session = adapter._require_session(created.session_id)
-    custom_metadata = cast(dict[str, Any], session.metadata["custom"])
-    deepagents_metadata = cast(dict[str, Any], session.metadata["deepagents"])
+    custom_metadata = cast("dict[str, Any]", session.metadata["custom"])
+    deepagents_metadata = cast("dict[str, Any]", session.metadata["deepagents"])
     assert custom_metadata["model"] == "bridge-model"
     assert deepagents_metadata["cwd"] == str(tmp_path)
 
     assert asyncio.run(adapter.set_session_model("pro", session_id=created.session_id)) is not None
     assert asyncio.run(adapter.set_session_mode("plan", session_id=created.session_id)) is not None
     config_response = asyncio.run(
-        adapter.set_config_option("bridge_flag", session_id=created.session_id, value=True)
+        adapter.set_config_option("bridge_flag", session_id=created.session_id, value=True),
     )
     assert config_response is not None
 
     updated_session = adapter._require_session(created.session_id)
-    updated_custom_metadata = cast(dict[str, Any], updated_session.metadata["custom"])
+    updated_custom_metadata = cast("dict[str, Any]", updated_session.metadata["custom"])
     assert updated_custom_metadata["model"] == "pro"
     assert updated_custom_metadata["mode"] == "plan"
     metadata_sections = (
@@ -1411,8 +1415,8 @@ def graph_factory(session: AcpSessionContext) -> Any:
         .build_manager()
         .get_metadata_sections(updated_session)
     )
-    assert cast(dict[str, Any], metadata_sections["custom"])["model"] == "pro"
-    assert cast(dict[str, Any], metadata_sections["deepagents"])["cwd"] == str(tmp_path)
+    assert cast("dict[str, Any]", metadata_sections["custom"])["model"] == "pro"
+    assert cast("dict[str, Any]", metadata_sections["deepagents"])["cwd"] == str(tmp_path)
     buffered_updates = [
         update
         for _, update in client.updates
@@ -1424,7 +1428,7 @@ def graph_factory(session: AcpSessionContext) -> Any:
         adapter.prompt(
             prompt=[TextContentBlock(type="text", text="hello")],
             session_id=created.session_id,
-        )
+        ),
     )
     assert prompt_response.stop_reason == "end_turn"
     assert captured_metadata[-1]["custom"]["model"] == "pro"
@@ -1461,7 +1465,7 @@ async def get_mode_state(self, session: AcpSessionContext) -> ModeState:
             )
 
     async_manager = GraphBridgeBuilder.from_config(
-        AdapterConfig(capability_bridges=[_AsyncStateBridge()])
+        AdapterConfig(capability_bridges=[_AsyncStateBridge()]),
     ).build_manager()
     assert asyncio.run(async_manager.get_model_state(session)) is not None
     assert asyncio.run(async_manager.get_mode_state(session)) is not None
@@ -1472,11 +1476,11 @@ class _NoneMetadataBridge(CapabilityBridge):
         metadata_key: str | None = "none"
 
     metadata_manager = GraphBridgeBuilder.from_config(
-        AdapterConfig(capability_bridges=[_NoneMetadataBridge(), _Phase5StateBridge()])
+        AdapterConfig(capability_bridges=[_NoneMetadataBridge(), _Phase5StateBridge()]),
     ).build_manager()
     metadata_sections = metadata_manager.get_metadata_sections(session)
     assert "none" not in metadata_sections
-    assert cast(dict[str, Any], metadata_sections["custom"])["model"] == "async-model"
+    assert cast("dict[str, Any]", metadata_sections["custom"])["model"] == "async-model"
 
     @dataclass(slots=True, kw_only=True)
     class _NoCurrentSelectionBridge(CapabilityBridge):
@@ -1499,7 +1503,7 @@ def get_mode_state(self, session: AcpSessionContext) -> ModeState:
             available_models=[ModelInfo(model_id="base", name="Base")],
             available_modes=[SessionMode(id="ask", name="Ask")],
             capability_bridges=[_NoCurrentSelectionBridge()],
-        )
+        ),
     )
     assert adapter._model_exists("base") is True
     assert adapter._model_exists("missing") is False
@@ -1541,8 +1545,8 @@ def test_projection_helpers_cover_classification_composition_and_locations() ->
                         write_tool_names=frozenset({"write_file"}),
                         execute_tool_names=frozenset({"execute_shell"}),
                     ),
-                )
-            )
+                ),
+            ),
         ],
     )
     assert nested_classifier.classify("write_file") == "edit"
@@ -1646,7 +1650,9 @@ def test_projection_helpers_cover_classification_composition_and_locations() ->
         hide_dot_directories=False,
     )
     assert _render_path_tree(
-        ".hidden/file.py\n", root_label=".", hide_dot_directories=False
+        ".hidden/file.py\n",
+        root_label=".",
+        hide_dot_directories=False,
     ).startswith("Tree: .")
     assert _render_path_tree("/", root_label=".", hide_dot_directories=False).startswith("Tree: .")
     flat_search_progress = search_projection_with_default.project_progress(
@@ -1757,15 +1763,15 @@ def test_projection_helpers_cover_classification_composition_and_locations() ->
                 start_projection=ToolProjection(
                     title="Tool A",
                     locations=[ToolCallLocation(path="a.txt")],
-                )
+                ),
             ),
             _StaticProjectionMap(
                 start_projection=ToolProjection(
-                    content=[cast(Any, merged_progress.content[0])],
+                    content=[cast("Any", merged_progress.content[0])],
                     status="completed",
-                )
+                ),
             ),
-        )
+        ),
     ).project_start("other_tool", raw_input={})
     assert merged is not None
     assert merged.title == "Tool A"
@@ -1774,7 +1780,7 @@ def test_projection_helpers_cover_classification_composition_and_locations() ->
         maps=(
             _StaticProjectionMap(progress_projection=ToolProjection(title="Progress A")),
             _StaticProjectionMap(progress_projection=ToolProjection(status="failed")),
-        )
+        ),
     ).project_progress("tool", serialized_output="done")
     assert merged_progress_projection is not None
     assert merged_progress_projection.title == "Progress A"
@@ -1786,7 +1792,7 @@ def test_projection_helpers_cover_classification_composition_and_locations() ->
     composite_map = compose_projection_maps((projection_map, projection_map))
     assert isinstance(composite_map, CompositeProjectionMap)
     assert extract_tool_call_locations({"path": "draft.txt"}) == [
-        ToolCallLocation(path="draft.txt")
+        ToolCallLocation(path="draft.txt"),
     ]
     assert extract_tool_call_locations({"nope": "value"}) == []
     assert extract_tool_call_locations("bad") == []
@@ -2237,7 +2243,8 @@ def test_projection_maps_cover_negative_and_default_paths() -> None:
     assert copy_start.title == "Copy `a.txt` -> `b.txt`"
     assert file_projection_map.project_start("copy_file", raw_input={"source_path": "a"}) is None
     delete_start = file_projection_map.project_start(
-        "file_delete", raw_input={"file_path": "a.txt"}
+        "file_delete",
+        raw_input={"file_path": "a.txt"},
     )
     assert delete_start is not None
     assert delete_start.title == "Delete `a.txt`"
@@ -2474,7 +2481,7 @@ def test_default_output_serializer_handles_supported_shapes() -> None:
             "model": _ModelPayload(name="demo", enabled=True),
             "dataclass": _DataclassPayload(name="demo", size=2),
             "tuple": (1, 2),
-        }
+        },
     )
     assert compatible == {
         "bytes": "hi",
@@ -2508,8 +2515,8 @@ def test_structured_event_projection_map_normalizes_explicit_event_payloads() ->
                     "content": "Projected text",
                     "messageId": "m-1",
                 },
-            ]
-        }
+            ],
+        },
     )
 
     assert projected is not None
@@ -2517,7 +2524,7 @@ def test_structured_event_projection_map_normalizes_explicit_event_payloads() ->
     assert isinstance(projected[1], ToolCallProgress)
     assert isinstance(projected[2], AgentMessageChunk)
     assert projected[1].content is not None
-    assert cast(Any, projected[1].content[0]).type == "content"
+    assert cast("Any", projected[1].content[0]).type == "content"
     assert projected[2].content.text == "Projected text"
 
     assert projection_map.project_event_payload({"events": ["bad"]}) is None
@@ -2534,9 +2541,9 @@ def test_structured_event_projection_map_normalizes_explicit_event_payloads() ->
                     "title": "echo hi",
                     "kind": "execute",
                     "status": "in_progress",
-                }
-            ]
-        }
+                },
+            ],
+        },
     )
     assert double_projected is not None
     assert len(double_projected) == 2
@@ -2559,7 +2566,7 @@ def test_structured_event_projection_map_covers_direct_list_and_invalid_variants
                         "content": "Inspect repo",
                         "status": "pending",
                         "priority": "high",
-                    }
+                    },
                 ],
             },
             {
@@ -2567,7 +2574,7 @@ def test_structured_event_projection_map_covers_direct_list_and_invalid_variants
                 "content": "hello",
                 "messageId": "u-1",
             },
-        ]
+        ],
     )
 
     assert direct_list is not None
@@ -2591,8 +2598,8 @@ def test_structured_event_projection_map_covers_direct_list_and_invalid_variants
                         "type": "agent_message_chunk",
                         "content": {"type": "text", "text": 1},
                     },
-                ]
-            }
+                ],
+            },
         )
         is None
     )
@@ -2617,7 +2624,7 @@ def test_prompt_conversion_covers_audio_blob_and_defensive_embedded_resource_pat
                 mime_type="text/markdown",
                 size=42,
             ),
-        ]
+        ],
     )
     assert audio_content[0] == {
         "type": "audio",
@@ -2629,9 +2636,9 @@ def test_prompt_conversion_covers_audio_blob_and_defensive_embedded_resource_pat
 
     unknown_resource = _embedded_resource_content(
         cast(
-            EmbeddedResourceContentBlock,
+            "EmbeddedResourceContentBlock",
             SimpleNamespace(resource=SimpleNamespace(uri="file:///opaque")),
-        )
+        ),
     )
     assert unknown_resource == [{"type": "text", "text": "Embedded resource: file:///opaque"}]
 
@@ -2645,7 +2652,7 @@ def test_prompt_conversion_covers_audio_blob_and_defensive_embedded_resource_pat
                 type="resource",
                 resource=BlobResourceContents(uri="file:///blob.bin", blob="AA=="),
             ),
-        ]
+        ],
     )
     assert "MIME:" not in no_mime_content[0]["text"]
     assert "MIME:" not in no_mime_content[1]["text"]
@@ -2689,7 +2696,7 @@ def project_event_payload(
         (
             StructuredEventProjectionMap(),
             _NullEventMap(),
-        )
+        ),
     )
     assert composite is not None
     assert (
@@ -2752,10 +2759,12 @@ def test_stored_session_update_round_trips_all_supported_update_kinds() -> None:
     ]
 
     for update in updates:
-        stored = StoredSessionUpdate.from_update(cast(Any, update))
+        stored = StoredSessionUpdate.from_update(cast("Any", update))
         restored = stored.to_update()
         assert restored.model_dump(
-            mode="json", by_alias=True, exclude_none=True
+            mode="json",
+            by_alias=True,
+            exclude_none=True,
         ) == update.model_dump(
             mode="json",
             by_alias=True,
@@ -2763,7 +2772,7 @@ def test_stored_session_update_round_trips_all_supported_update_kinds() -> None:
         )
 
     with pytest.raises(TypeError):
-        StoredSessionUpdate.from_update(cast(Any, TextContentBlock(type="text", text="bad")))
+        StoredSessionUpdate.from_update(cast("Any", TextContentBlock(type="text", text="bad")))
 
     now = utc_now()
     assert now.tzinfo is not None
@@ -2777,7 +2786,7 @@ def test_stored_session_update_round_trips_all_supported_update_kinds() -> None:
     with pytest.raises(TypeError):
         _coerce_json_value(object())
     invalid_update = StoredSessionUpdate(kind="plan", payload={})
-    cast(Any, invalid_update).kind = "bad-kind"
+    cast("Any", invalid_update).kind = "bad-kind"
     with pytest.raises(AssertionError):
         invalid_update.to_update()
 
@@ -2793,7 +2802,7 @@ def test_memory_and_file_session_stores_cover_lifecycle(tmp_path: Path) -> None:
             "content": "Inspect repo",
             "status": "pending",
             "priority": "high",
-        }
+        },
     ]
     session.transcript.append(
         StoredSessionUpdate.from_update(
@@ -2801,8 +2810,8 @@ def test_memory_and_file_session_stores_cover_lifecycle(tmp_path: Path) -> None:
                 session_update="user_message_chunk",
                 content=TextContentBlock(type="text", text="hello"),
                 message_id="u1",
-            )
-        )
+            ),
+        ),
     )
 
     store.save(session)
@@ -2856,7 +2865,9 @@ def test_memory_and_file_session_stores_cover_lifecycle(tmp_path: Path) -> None:
     session.updated_at = utc_now()
     file_store.save(session)
     session_copy = file_store.fork(
-        session.session_id, new_session_id="fork-file", cwd=tmp_path / "fork"
+        session.session_id,
+        new_session_id="fork-file",
+        cwd=tmp_path / "fork",
     )
     assert session_copy is not None
     assert session_copy.cwd == tmp_path / "fork"
@@ -2917,10 +2928,10 @@ def test_native_plan_runtime_and_tools_cover_phase4_paths(tmp_path: Path) -> Non
             native_plan_additional_instructions="Stay concise.",
             native_plan_persistence_provider=persistence_provider,
             plan_mode_id="plan",
-        )
+        ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     created = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     assert created.config_options is not None
     assert [option.id for option in created.config_options] == [
@@ -2948,10 +2959,10 @@ def test_native_plan_runtime_and_tools_cover_phase4_paths(tmp_path: Path) -> Non
                             content="Inspect repo",
                             status="pending",
                             priority="high",
-                        )
+                        ),
                     ],
                     "# Native plan",
-                )
+                ),
             )
             == "Recorded 1 plan entries."
         )
@@ -2969,10 +2980,10 @@ def test_native_plan_runtime_and_tools_cover_phase4_paths(tmp_path: Path) -> Non
             "content": "Inspect repo",
             "status": "completed",
             "priority": "high",
-        }
+        },
     ]
     plan_updates = [
-        cast(AgentPlanUpdate, update)
+        cast("AgentPlanUpdate", update)
         for _, update in client.updates
         if isinstance(update, AgentPlanUpdate)
     ]
@@ -2989,7 +3000,7 @@ def test_native_plan_runtime_structured_mode_and_unbound_tools() -> None:
             default_mode_id="plan",
             default_plan_generation_type="structured",
             plan_mode_id="plan",
-        )
+        ),
     )
     session = _make_session()
     session.session_mode_id = "plan"
@@ -3015,9 +3026,9 @@ def test_task_plan_validation_and_payload_parsing() -> None:
                     "content": "Inspect repo",
                     "status": "pending",
                     "priority": "high",
-                }
+                },
             ],
-        }
+        },
     )
     assert parsed.plan_entries[0].content == "Inspect repo"
 
@@ -3047,8 +3058,8 @@ def test_phase4_native_plan_runtime_negative_and_formatting_paths(
             default_plan_generation_type="structured",
             native_plan_additional_instructions="   ",
             plan_mode_id="plan",
-            plan_provider=cast(Any, object()),
-        )
+            plan_provider=cast("Any", object()),
+        ),
     )
     markdown_runtime = _NativePlanRuntime(markdown_only_adapter)
     markdown_session = _make_session(cwd=tmp_path)
@@ -3068,7 +3079,7 @@ def test_phase4_native_plan_runtime_negative_and_formatting_paths(
             default_plan_generation_type="structured",
             native_plan_additional_instructions="Keep milestones coarse.",
             plan_mode_id="plan",
-        )
+        ),
     )
     markdown_guidance_runtime = _NativePlanRuntime(markdown_guidance_adapter)
     markdown_guidance_session = _make_session(cwd=tmp_path)
@@ -3084,7 +3095,7 @@ def test_phase4_native_plan_runtime_negative_and_formatting_paths(
             default_mode_id="plan",
             default_plan_generation_type="tools",
             plan_mode_id="plan",
-        )
+        ),
     )
     entries_runtime = _NativePlanRuntime(entries_adapter)
     entries_session = _make_session(cwd=tmp_path)
@@ -3094,7 +3105,7 @@ def test_phase4_native_plan_runtime_negative_and_formatting_paths(
             "content": "Inspect repo",
             "status": "pending",
             "priority": "medium",
-        }
+        },
     ]
     updated = asyncio.run(
         entries_runtime.update_native_plan_entry(
@@ -3102,7 +3113,7 @@ def test_phase4_native_plan_runtime_negative_and_formatting_paths(
             index=1,
             content="Inspect repository",
             priority="low",
-        )
+        ),
     )
     assert updated.content == "Inspect repository"
     assert updated.priority == "low"
@@ -3112,11 +3123,11 @@ def test_phase4_native_plan_runtime_negative_and_formatting_paths(
     entries_runtime_adapter_session = _make_session(cwd=tmp_path, session_id="persist-current")
     entries_runtime_adapter_session.session_mode_id = "plan"
     entries_runtime_adapter_session.plan_entries = [
-        {"content": "Persist me", "status": "pending", "priority": "high"}
+        {"content": "Persist me", "status": "pending", "priority": "high"},
     ]
     asyncio.run(entries_runtime.persist_current_native_plan_state(entries_runtime_adapter_session))
     assert entries_runtime_adapter_session.plan_entries == [
-        {"content": "Persist me", "status": "pending", "priority": "high"}
+        {"content": "Persist me", "status": "pending", "priority": "high"},
     ]
 
 
@@ -3127,32 +3138,31 @@ def test_phase4_adapter_helper_branches_cover_native_plan_edges(tmp_path: Path)
             default_mode_id="plan",
             default_plan_generation_type="tools",
             plan_mode_id="plan",
-        )
+        ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = _make_session(cwd=tmp_path)
     session.session_mode_id = "plan"
 
     asyncio.run(
         adapter._emit_plan_update(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             entries=[PlanEntry(content="Inspect repo", status="pending", priority="high")],
-        )
+        ),
     )
     assert session.plan_entries == [
         {
             "content": "Inspect repo",
             "status": "pending",
             "priority": "high",
-        }
+        },
     ]
 
     class _NoneConfigProvider:
         async def get_config_options(self, session: AcpSessionContext) -> None:
             del session
-            return None
 
         async def set_config_option(
             self,
@@ -3161,10 +3171,9 @@ async def set_config_option(
             value: str | bool,
         ) -> None:
             del session, config_id, value
-            return None
 
     options_adapter = _make_adapter(
-        config=AdapterConfig(config_options_provider=_NoneConfigProvider())
+        config=AdapterConfig(config_options_provider=_NoneConfigProvider()),
     )
     assert asyncio.run(options_adapter._config_options(_make_session())) == []
     assert (
@@ -3193,7 +3202,7 @@ async def set_mode(self, session: AcpSessionContext, mode_id: str) -> ModeState:
         config=AdapterConfig(
             models_provider=_NullModelsProvider(),
             modes_provider=_NullModesProvider(),
-        )
+        ),
     )
     provider_session = _make_session(cwd=tmp_path)
     assert (
@@ -3216,7 +3225,7 @@ class _StructuredPlanModel(BaseModel):
     )
     assert adapter._task_plan_from_value(structured_plan) == structured_plan
     model_backed = adapter._task_plan_from_value(
-        {"structured_response": _StructuredPlanModel(**structured_plan.model_dump(mode="python"))}
+        {"structured_response": _StructuredPlanModel(**structured_plan.model_dump(mode="python"))},
     )
     assert model_backed == structured_plan
     assert adapter._task_plan_from_value({"structured_response": {"bad": "payload"}}) is None
@@ -3225,7 +3234,7 @@ class _StructuredPlanModel(BaseModel):
 def test_runtime_server_and_root_surface_helpers(
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
-    graph = cast(Any, object())
+    graph = cast("Any", object())
     source = StaticGraphSource(graph=graph)
     assert _resolve_graph_source(graph=graph, graph_factory=None, graph_source=None) is not None
     assert _resolve_graph_source(graph=None, graph_factory=None, graph_source=source) is source
@@ -3245,13 +3254,13 @@ async def factory(session: AcpSessionContext) -> Any:
         model_state=ModelSelectionState(
             available_models=[ModelInfo(model_id="base", name="Base")],
             current_model_id="base",
-        )
+        ),
     )
     modes_provider = _AsyncModesProvider(
         mode_state=ModeState(
             modes=[SessionMode(id="ask", name="Ask")],
             current_mode_id="ask",
-        )
+        ),
     )
     config_provider = _ConfigProvider(
         options=[
@@ -3260,8 +3269,8 @@ async def factory(session: AcpSessionContext) -> Any:
                 name="Safety",
                 type="boolean",
                 current_value=True,
-            )
-        ]
+            ),
+        ],
     )
     config = AdapterConfig(
         config_options_provider=config_provider,
@@ -3310,7 +3319,7 @@ def test_langchain_adapter_lifecycle_replay_and_helper_paths(tmp_path: Path) ->
     )
     adapter = _make_adapter(config=config)
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     initialize = asyncio.run(adapter.initialize(protocol_version=1))
     assert initialize.agent_info is not None
@@ -3330,23 +3339,23 @@ def test_langchain_adapter_lifecycle_replay_and_helper_paths(tmp_path: Path) ->
 
     asyncio.run(
         adapter._emit_update(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=adapter._require_session(session_id),
             update=AgentMessageChunk(
                 session_update="agent_message_chunk",
                 content=TextContentBlock(type="text", text="replay me"),
                 message_id="m1",
             ),
-        )
+        ),
     )
     replay_count = len(client.updates)
     transcript_count = len(adapter._require_session(session_id).transcript)
     asyncio.run(
         adapter._emit_update(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=adapter._require_session(session_id),
             update=SimpleNamespace(session_update="ignored"),
-        )
+        ),
     )
     assert len(adapter._require_session(session_id).transcript) == transcript_count
 
@@ -3360,7 +3369,7 @@ def test_langchain_adapter_lifecycle_replay_and_helper_paths(tmp_path: Path) ->
             cwd=str(tmp_path / "loaded"),
             session_id=session_id,
             mcp_servers=[mcp_servers[0]],
-        )
+        ),
     )
     assert load_response is not None
     assert len(client.updates) > replay_count
@@ -3371,7 +3380,7 @@ def test_langchain_adapter_lifecycle_replay_and_helper_paths(tmp_path: Path) ->
     list_response = asyncio.run(adapter.list_sessions(cwd=str(tmp_path / "loaded")))
     assert [item.session_id for item in list_response.sessions] == [session_id]
     assert [item.session_id for item in asyncio.run(adapter.list_sessions()).sessions] == [
-        session_id
+        session_id,
     ]
 
     assert asyncio.run(adapter.set_session_model("gpt-5", session_id=session_id)) is not None
@@ -3386,7 +3395,7 @@ def test_langchain_adapter_lifecycle_replay_and_helper_paths(tmp_path: Path) ->
             cwd=str(tmp_path / "resumed"),
             session_id=session_id,
             mcp_servers=[mcp_servers[1]],
-        )
+        ),
     )
     assert resume_response.models is not None
     resumed_session = adapter._require_session(session_id)
@@ -3398,7 +3407,7 @@ def test_langchain_adapter_lifecycle_replay_and_helper_paths(tmp_path: Path) ->
             cwd=str(tmp_path / "forked"),
             session_id=session_id,
             mcp_servers=[mcp_servers[2]],
-        )
+        ),
     )
     forked_session = adapter._require_session(fork_response.session_id)
     assert forked_session.cwd == tmp_path / "forked"
@@ -3441,7 +3450,7 @@ def test_langchain_session_lifecycle_preserves_mcp_servers_when_omitted(tmp_path
             cwd=str(tmp_path),
             session_id=created.session_id,
             mcp_servers=None,
-        )
+        ),
     )
     resumed = adapter._require_session(created.session_id)
     assert resumed.mcp_servers[0]["name"] == "stdio"
@@ -3451,7 +3460,7 @@ def test_langchain_session_lifecycle_preserves_mcp_servers_when_omitted(tmp_path
             cwd=str(tmp_path),
             session_id=created.session_id,
             mcp_servers=None,
-        )
+        ),
     )
     assert adapter._require_session(forked.session_id).mcp_servers[0]["name"] == "stdio"
 
@@ -3459,44 +3468,46 @@ def test_langchain_session_lifecycle_preserves_mcp_servers_when_omitted(tmp_path
 def test_langchain_adapter_prompt_and_interrupt_helpers(tmp_path: Path) -> None:
     adapter = _make_adapter()
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = _make_session(cwd=tmp_path)
 
     asyncio.run(
         adapter._emit_user_prompt(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             prompt=[TextContentBlock(type="text", text="Summarize the repo")],
             message_id="u1",
-        )
+        ),
     )
     assert session.title == "Summarize the repo"
     titled_session = _make_session(cwd=tmp_path, session_id="session-2")
     titled_session.title = "Existing title"
     asyncio.run(
         adapter._emit_user_prompt(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=titled_session,
             prompt=[TextContentBlock(type="text", text="  ")],
             message_id="u2",
-        )
+        ),
     )
     assert titled_session.title == "Existing title"
     untitled_session = _make_session(cwd=tmp_path, session_id="session-3")
     asyncio.run(
         adapter._emit_user_prompt(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=untitled_session,
             prompt=[ResourceContentBlock(type="resource_link", name="doc", uri="file:///doc")],
             message_id="u3",
-        )
+        ),
     )
     assert untitled_session.title is None
 
     generic_block = EmbeddedResourceContentBlock(
         type="resource",
         resource=BlobResourceContents(
-            uri="file:///blob", mime_type="application/octet-stream", blob="AA=="
+            uri="file:///blob",
+            mime_type="application/octet-stream",
+            blob="AA==",
         ),
     )
     content = prompt_to_langchain_content(
@@ -3527,7 +3538,7 @@ def test_langchain_adapter_prompt_and_interrupt_helpers(tmp_path: Path) -> None:
                 ),
             ),
             generic_block,
-        ]
+        ],
     )
     assert content[0] == {"type": "text", "text": "hello"}
     assert content[1]["type"] == "image_url"
@@ -3541,7 +3552,7 @@ def test_langchain_adapter_prompt_and_interrupt_helpers(tmp_path: Path) -> None:
     assert (
         "user-message"
         in prompt_to_langchain_content(
-            cast(list[Any], [_UnknownPromptBlock(payload="user-message")])
+            cast("list[Any]", [_UnknownPromptBlock(payload="user-message")]),
         )[0]["text"]
     )
     assert message_text(["a", {"type": "text", "text": "b"}]) == "ab"
@@ -3578,25 +3589,25 @@ def test_langchain_adapter_prompt_and_interrupt_helpers(tmp_path: Path) -> None:
                 "name": "read_file",
                 "args": '{"path":"notes.txt"}',
                 "index": 0,
-            }
+            },
         ],
     )
     asyncio.run(
         adapter._process_tool_call_chunks(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=tool_chunk,
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
     assert "call-1" in active_tool_calls
     asyncio.run(
         adapter._process_tool_call_chunks(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=cast(
-                AIMessageChunk,
+                "AIMessageChunk",
                 SimpleNamespace(
                     tool_call_chunks=[
                         "bad",
@@ -3607,34 +3618,34 @@ def test_langchain_adapter_prompt_and_interrupt_helpers(tmp_path: Path) -> None:
                             "index": 0,
                         },
                         {"name": "late_name", "args": '{"path":"other.txt"}'},
-                    ]
+                    ],
                 ),
             ),
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
     asyncio.run(
         adapter._process_tool_call_chunks(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=cast(
-                AIMessageChunk,
+                "AIMessageChunk",
                 SimpleNamespace(
                     tool_call_chunks=[
                         {"id": "call-2", "name": object(), "args": 1, "index": 1},
-                    ]
+                    ],
                 ),
             ),
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
     assert "call-2" not in active_tool_calls
 
     asyncio.run(
         adapter._handle_tool_message(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=ToolMessage(
                 content="done",
@@ -3642,53 +3653,53 @@ def test_langchain_adapter_prompt_and_interrupt_helpers(tmp_path: Path) -> None:
                 status="success",
             ),
             active_tool_calls=active_tool_calls,
-        )
+        ),
     )
     assert "call-1" not in active_tool_calls
     asyncio.run(
         adapter._handle_tool_message(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
-            message_chunk=cast(Any, SimpleNamespace(content="ignored", tool_call_id=None)),
+            message_chunk=cast("Any", SimpleNamespace(content="ignored", tool_call_id=None)),
             active_tool_calls=active_tool_calls,
-        )
+        ),
     )
 
     asyncio.run(
         adapter._process_message_chunk(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk="agent text",
             active_tool_calls={},
             tool_call_accumulator={},
-        )
+        ),
     )
     asyncio.run(
         adapter._process_message_chunk(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk="",
             active_tool_calls={},
             tool_call_accumulator={},
-        )
+        ),
     )
     asyncio.run(
         adapter._process_message_chunk(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=AIMessageChunk(content=[{"type": "text", "text": "chunk text"}]),
             active_tool_calls={},
             tool_call_accumulator={},
-        )
+        ),
     )
     asyncio.run(
         adapter._process_message_chunk(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=SimpleNamespace(content=[{"type": "other"}]),
             active_tool_calls={},
             tool_call_accumulator={},
-        )
+        ),
     )
 
     @dataclass
@@ -3697,24 +3708,24 @@ class _ContentWrapper:
 
     asyncio.run(
         adapter._process_message_chunk(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=_ContentWrapper(content=[{"type": "text", "text": "wrapped"}]),
             active_tool_calls={},
             tool_call_accumulator={},
-        )
+        ),
     )
     assert any(isinstance(update, AgentMessageChunk) for _, update in client.updates)
 
     projection_adapter = _make_adapter(
-        config=AdapterConfig(event_projection_maps=[StructuredEventProjectionMap()])
+        config=AdapterConfig(event_projection_maps=[StructuredEventProjectionMap()]),
     )
     projection_client = RecordingACPClient()
-    projection_adapter.on_connect(cast(AcpClient, projection_client))
+    projection_adapter.on_connect(cast("AcpClient", projection_client))
     projection_session = _make_session(cwd=tmp_path, session_id="projection")
     asyncio.run(
         projection_adapter._emit_projected_events(
-            client=cast(AcpClient, projection_client),
+            client=cast("AcpClient", projection_client),
             session=projection_session,
             payload={
                 "node": {
@@ -3725,12 +3736,12 @@ class _ContentWrapper:
                             "title": "nested",
                             "kind": "other",
                             "status": "in_progress",
-                        }
-                    ]
+                        },
+                    ],
                 },
                 "noop": {"ignored": True},
             },
-        )
+        ),
     )
     nested_updates = [
         update for _, update in projection_client.updates if isinstance(update, ToolCallStart)
@@ -3740,85 +3751,87 @@ class _ContentWrapper:
     assert (
         asyncio.run(
             adapter._handle_update_payload(
-                client=cast(AcpClient, client), session=session, payload="bad"
-            )
+                client=cast("AcpClient", client),
+                session=session,
+                payload="bad",
+            ),
         )
         is None
     )
     with pytest.raises(RequestError):
         asyncio.run(
             adapter._handle_update_payload(
-                client=cast(AcpClient, client),
+                client=cast("AcpClient", client),
                 session=session,
                 payload={"__interrupt__": "bad"},
-            )
+            ),
         )
 
     with pytest.raises(RequestError):
         asyncio.run(
             adapter._resolve_interrupts(
-                client=cast(AcpClient, client),
+                client=cast("AcpClient", client),
                 session=session,
                 interrupts=[{"bad": "shape"}],
-            )
+            ),
         )
 
     no_approval_adapter = _make_adapter(config=AdapterConfig(approval_bridge=None))
-    no_approval_adapter.on_connect(cast(AcpClient, client))
+    no_approval_adapter.on_connect(cast("AcpClient", client))
     with pytest.raises(RequestError):
         asyncio.run(
             no_approval_adapter._resolve_interrupts(
-                client=cast(AcpClient, client),
+                client=cast("AcpClient", client),
                 session=session,
                 interrupts=[{"action_requests": [], "review_configs": []}],
-            )
+            ),
         )
     with pytest.raises(RequestError):
         asyncio.run(
             adapter._resolve_interrupts(
-                client=cast(AcpClient, client),
+                client=cast("AcpClient", client),
                 session=session,
                 interrupts=[object()],
-            )
+            ),
         )
 
     cancelling_client = RecordingACPClient()
     cancelling_client.queue_permission_cancelled()
     approval_adapter = _make_adapter()
-    approval_adapter.on_connect(cast(AcpClient, cancelling_client))
+    approval_adapter.on_connect(cast("AcpClient", cancelling_client))
     with pytest.raises(RequestError):
         asyncio.run(
             approval_adapter._resolve_interrupts(
-                client=cast(AcpClient, cancelling_client),
+                client=cast("AcpClient", cancelling_client),
                 session=session,
                 interrupts=[
                     {
                         "action_requests": [{"name": "read_file", "args": {"path": "notes.txt"}}],
                         "review_configs": [{"action_name": "read_file"}],
-                    }
+                    },
                 ],
-            )
+            ),
         )
     assert (
         asyncio.run(
             adapter._handle_update_payload(
-                client=cast(AcpClient, client),
+                client=cast("AcpClient", client),
                 session=session,
                 payload={"node": {"todos": "bad"}},
-            )
+            ),
         )
         is None
     )
 
     asyncio.run(
         adapter._emit_plan_update(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             entries=[
                 PlanEntry(content="Inspect repo", status="completed", priority="high"),
                 PlanEntry(content="Bad status", status="pending", priority="medium"),
             ],
-        )
+        ),
     )
     assert session.plan_entries == [
         {"content": "Inspect repo", "status": "completed", "priority": "high"},
@@ -3826,10 +3839,10 @@ class _ContentWrapper:
     ]
     asyncio.run(
         adapter._emit_agent_text(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             text="",
-        )
+        ),
     )
     assert adapter._derive_title([TextContentBlock(type="text", text=" hello ")]) == "hello"
     assert (
@@ -3837,20 +3850,20 @@ class _ContentWrapper:
             [
                 TextContentBlock(type="text", text="   "),
                 TextContentBlock(type="text", text="next title"),
-            ]
+            ],
         )
         == "next title"
     )
     assert (
         adapter._derive_title(
-            [ResourceContentBlock(type="resource_link", name="doc", uri="file:///doc")]
+            [ResourceContentBlock(type="resource_link", name="doc", uri="file:///doc")],
         )
         is None
     )
     assert adapter._serialize_mcp_servers(None) == []
 
     replay_disabled_adapter = _make_adapter(config=AdapterConfig(replay_history_on_load=False))
-    replay_disabled_adapter.on_connect(cast(AcpClient, client))
+    replay_disabled_adapter.on_connect(cast("AcpClient", client))
     replay_session = _make_session(cwd=tmp_path, session_id="replay-disabled")
     replay_session.transcript.append(
         StoredSessionUpdate.from_update(
@@ -3858,8 +3871,8 @@ class _ContentWrapper:
                 session_update="agent_message_chunk",
                 content=TextContentBlock(type="text", text="ignore replay"),
                 message_id="m-disabled",
-            )
-        )
+            ),
+        ),
     )
     replay_count = len(client.updates)
     asyncio.run(replay_disabled_adapter._replay_transcript(replay_session))
@@ -3871,7 +3884,7 @@ class _ContentWrapper:
             default_model_id="explicit-model",
             available_modes=[SessionMode(id="ask", name="Ask")],
             default_mode_id="explicit-mode",
-        )
+        ),
     )
     assert explicit_default_adapter._default_model_id() == "explicit-model"
     assert explicit_default_adapter._default_mode_id() == "explicit-mode"
@@ -3882,7 +3895,7 @@ class _ContentWrapper:
     try:
         no_current_session = _make_session(cwd=tmp_path, session_id="no-current")
         resolved_model_state = asyncio.run(
-            explicit_default_adapter._model_state(no_current_session)
+            explicit_default_adapter._model_state(no_current_session),
         )
         resolved_mode_state = asyncio.run(explicit_default_adapter._mode_state(no_current_session))
         assert resolved_model_state is not None
@@ -3902,7 +3915,7 @@ def test_streamed_tool_start_waits_for_complete_json_arguments(tmp_path: Path) -
     adapter = _make_adapter(
         config=AdapterConfig(
             projection_maps=[CommunityFileManagementProjectionMap()],
-        )
+        ),
     )
     client = RecordingACPClient()
     session = _make_session(cwd=tmp_path)
@@ -3911,10 +3924,10 @@ def test_streamed_tool_start_waits_for_complete_json_arguments(tmp_path: Path) -
 
     asyncio.run(
         adapter._process_tool_call_chunks(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=cast(
-                AIMessageChunk,
+                "AIMessageChunk",
                 SimpleNamespace(
                     tool_call_chunks=[
                         {
@@ -3922,13 +3935,13 @@ def test_streamed_tool_start_waits_for_complete_json_arguments(tmp_path: Path) -
                             "name": "read_file",
                             "args": '{"file_path":',
                             "index": 0,
-                        }
-                    ]
+                        },
+                    ],
                 ),
             ),
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
 
     assert active_tool_calls == {}
@@ -3936,10 +3949,10 @@ def test_streamed_tool_start_waits_for_complete_json_arguments(tmp_path: Path) -
 
     asyncio.run(
         adapter._process_tool_call_chunks(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=cast(
-                AIMessageChunk,
+                "AIMessageChunk",
                 SimpleNamespace(
                     tool_call_chunks=[
                         {
@@ -3947,13 +3960,13 @@ def test_streamed_tool_start_waits_for_complete_json_arguments(tmp_path: Path) -
                             "name": None,
                             "args": '"proof.txt"}',
                             "index": 0,
-                        }
-                    ]
+                        },
+                    ],
                 ),
             ),
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
 
     assert active_tool_calls["call-streamed"]["raw_input"] == {"file_path": "proof.txt"}
@@ -3964,10 +3977,10 @@ def test_streamed_tool_start_waits_for_complete_json_arguments(tmp_path: Path) -
 
     asyncio.run(
         adapter._process_tool_call_chunks(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=cast(
-                AIMessageChunk,
+                "AIMessageChunk",
                 SimpleNamespace(
                     tool_call_chunks=[
                         {
@@ -3975,13 +3988,13 @@ def test_streamed_tool_start_waits_for_complete_json_arguments(tmp_path: Path) -
                             "name": "read_file",
                             "args": '{"file_path":"next.txt"}',
                             "index": 0,
-                        }
-                    ]
+                        },
+                    ],
                 ),
             ),
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
 
     assert active_tool_calls["call-next-round"]["raw_input"] == {"file_path": "next.txt"}
@@ -3996,11 +4009,11 @@ def test_streamed_tool_start_accepts_empty_arguments(tmp_path: Path) -> None:
     active_tool_calls: dict[str, dict[str, Any]] = {}
 
     tool_call_accumulator: dict[int, dict[str, str | int | None]] = {
-        99: {"args": "{}", "id": "other-call", "name": "other"}
+        99: {"args": "{}", "id": "other-call", "name": "other"},
     }
     asyncio.run(
         adapter._process_tool_call_chunks(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=AIMessageChunk(
                 content="",
@@ -4010,16 +4023,16 @@ def test_streamed_tool_start_accepts_empty_arguments(tmp_path: Path) -> None:
                         "name": "ping",
                         "args": "",
                         "index": 0,
-                    }
+                    },
                 ],
             ),
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
     asyncio.run(
         adapter._handle_tool_message(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=ToolMessage(
                 content="pong",
@@ -4028,7 +4041,7 @@ def test_streamed_tool_start_accepts_empty_arguments(tmp_path: Path) -> None:
             ),
             active_tool_calls=active_tool_calls,
             tool_call_accumulator=tool_call_accumulator,
-        )
+        ),
     )
 
     start = next(update for _, update in client.updates if isinstance(update, ToolCallStart))
@@ -4047,7 +4060,7 @@ def test_tool_result_without_start_uses_a_string_tool_name(tmp_path: Path) -> No
 
     asyncio.run(
         adapter._handle_tool_message(
-            client=cast(AcpClient, client),
+            client=cast("AcpClient", client),
             session=session,
             message_chunk=ToolMessage(
                 content="done",
@@ -4055,7 +4068,7 @@ def test_tool_result_without_start_uses_a_string_tool_name(tmp_path: Path) -> No
                 name=None,
             ),
             active_tool_calls={},
-        )
+        ),
     )
 
     start = next(update for _, update in client.updates if isinstance(update, ToolCallStart))
@@ -4072,7 +4085,7 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
             available_models=[ModelInfo(model_id="base", name="Base")],
             current_model_id="base",
             config_option_name="Graph Model",
-        )
+        ),
     )
     modes_provider = _AsyncModesProvider(
         mode_state=ModeState(
@@ -4082,7 +4095,7 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
             ],
             current_mode_id="ask",
             config_option_name="Graph Mode",
-        )
+        ),
     )
     config_provider = _ConfigProvider(
         options=[
@@ -4091,18 +4104,18 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
                 name="Safe Tools",
                 type="boolean",
                 current_value=True,
-            )
-        ]
+            ),
+        ],
     )
     adapter = _make_adapter(
         config=AdapterConfig(
             config_options_provider=config_provider,
             models_provider=models_provider,
             modes_provider=modes_provider,
-        )
+        ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     created = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     assert created.models is not None
@@ -4133,7 +4146,7 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
     assert session.config_values["provider-mode"] == "plan"
 
     response = asyncio.run(
-        adapter.set_config_option("safe_tools", session_id=created.session_id, value=False)
+        adapter.set_config_option("safe_tools", session_id=created.session_id, value=False),
     )
     assert response is not None
     assert config_provider.set_calls == [("safe_tools", False)]
@@ -4141,11 +4154,11 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
     assert session.config_values["safe_tools"] is False
 
     model_response = asyncio.run(
-        adapter.set_config_option("model", session_id=created.session_id, value="ultra")
+        adapter.set_config_option("model", session_id=created.session_id, value="ultra"),
     )
     assert model_response is not None
     mode_response = asyncio.run(
-        adapter.set_config_option("mode", session_id=created.session_id, value="ask")
+        adapter.set_config_option("mode", session_id=created.session_id, value="ask"),
     )
     assert mode_response is not None
     session = adapter._require_session(created.session_id)
@@ -4157,7 +4170,7 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
             available_modes=[SessionMode(id="plan", name="Plan")],
             default_mode_id="plan",
             plan_mode_id="plan",
-        )
+        ),
     )
     plan_created = asyncio.run(plan_adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     plan_response = asyncio.run(
@@ -4165,7 +4178,7 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
             "plan_generation_type",
             session_id=plan_created.session_id,
             value="tools",
-        )
+        ),
     )
     assert plan_response is not None
     plan_session = plan_adapter._require_session(plan_created.session_id)
@@ -4176,7 +4189,7 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
                 "plan_generation_type",
                 session_id=plan_created.session_id,
                 value="bad",
-            )
+            ),
         )
 
     disabled_options_adapter = _make_adapter(
@@ -4186,16 +4199,16 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
                     available_models=[ModelInfo(model_id="hidden", name="Hidden")],
                     current_model_id="hidden",
                     enable_config_option=False,
-                )
+                ),
             ),
             modes_provider=_AsyncModesProvider(
                 mode_state=ModeState(
                     modes=[SessionMode(id="hidden-mode", name="Hidden Mode")],
                     current_mode_id="hidden-mode",
                     enable_config_option=False,
-                )
+                ),
             ),
-        )
+        ),
     )
     hidden_session = _make_session(cwd=tmp_path, session_id="hidden")
     assert asyncio.run(disabled_options_adapter._config_options(hidden_session)) == []
@@ -4204,7 +4217,7 @@ def test_phase3_provider_state_helpers_cover_sync_async_and_reserved_config_path
         config=AdapterConfig(
             models_provider=_SyncModelsProvider(model_state=None),
             modes_provider=_AsyncModesProvider(mode_state=None),
-        )
+        ),
     )
     rejected_session = _make_session(cwd=tmp_path, session_id="rejected")
     rejected_adapter._store.save(rejected_session)
@@ -4233,11 +4246,10 @@ async def set_config_option(
         ) -> None:
             self.calls.append((config_id, value))
             session.config_values["provider-echo"] = value
-            return None
 
     non_mutating_provider = _NonMutatingConfigProvider()
     fallback_adapter = _make_adapter(
-        config=AdapterConfig(config_options_provider=cast(Any, non_mutating_provider))
+        config=AdapterConfig(config_options_provider=cast("Any", non_mutating_provider)),
     )
     fallback_created = asyncio.run(fallback_adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     fallback_session_before = fallback_adapter._require_session(fallback_created.session_id)
@@ -4247,7 +4259,7 @@ async def set_config_option(
             "demo-flag",
             session_id=fallback_created.session_id,
             value=True,
-        )
+        ),
     )
     assert fallback_response is not None
     fallback_session_after = fallback_adapter._require_session(fallback_created.session_id)
@@ -4273,12 +4285,12 @@ def test_langchain_adapter_prompt_resume_and_stream_edge_paths(tmp_path: Path) -
                                         {
                                             "name": "delete_file",
                                             "args": {"path": "draft.txt"},
-                                        }
+                                        },
                                     ],
                                     "review_configs": [{"action_name": "delete_file"}],
-                                }
-                            )
-                        ]
+                                },
+                            ),
+                        ],
                     },
                 ),
             ],
@@ -4287,26 +4299,26 @@ def test_langchain_adapter_prompt_resume_and_stream_edge_paths(tmp_path: Path) -
                     (),
                     "messages",
                     (AIMessageChunk(content=[{"type": "text", "text": "resumed"}]), {}),
-                )
+                ),
             ],
-        ]
+        ],
     )
     adapter = cast(
-        LangChainAcpAgent,
+        "LangChainAcpAgent",
         create_acp_agent(
-            graph=cast(Any, graph),
-            config=AdapterConfig(approval_bridge=cast(Any, approval_bridge)),
+            graph=cast("Any", graph),
+            config=AdapterConfig(approval_bridge=cast("Any", approval_bridge)),
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
     response = asyncio.run(
         adapter.prompt(
             prompt=[TextContentBlock(type="text", text="resume me")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn"
@@ -4334,11 +4346,11 @@ async def astream(
             yield ((), "messages", (AIMessageChunk(content="ignored"), {}))
 
     adapter = cast(
-        LangChainAcpAgent,
-        create_acp_agent(graph=cast(Any, _CancellingGraph()), config=AdapterConfig()),
+        "LangChainAcpAgent",
+        create_acp_agent(graph=cast("Any", _CancellingGraph()), config=AdapterConfig()),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     session_holder["session_id"] = session.session_id
 
@@ -4346,7 +4358,7 @@ async def astream(
         adapter.prompt(
             prompt=[TextContentBlock(type="text", text="cancel during stream")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "cancelled"
@@ -4372,18 +4384,18 @@ async def astream(
                 yield  # pragma: no cover
 
         adapter = cast(
-            LangChainAcpAgent,
-            create_acp_agent(graph=cast(Any, _BlockingGraph()), config=AdapterConfig()),
+            "LangChainAcpAgent",
+            create_acp_agent(graph=cast("Any", _BlockingGraph()), config=AdapterConfig()),
         )
         client = RecordingACPClient()
-        adapter.on_connect(cast(AcpClient, client))
+        adapter.on_connect(cast("AcpClient", client))
         session = await adapter.new_session(cwd=str(tmp_path), mcp_servers=[])
         prompt_task = asyncio.create_task(
             adapter.prompt(
                 prompt=[TextContentBlock(type="text", text="wait forever")],
                 session_id=session.session_id,
                 message_id="blocking-message",
-            )
+            ),
         )
         await started.wait()
 
@@ -4416,16 +4428,16 @@ async def astream(
                 yield  # pragma: no cover
 
         adapter = cast(
-            LangChainAcpAgent,
-            create_acp_agent(graph=cast(Any, _BlockingGraph()), config=AdapterConfig()),
+            "LangChainAcpAgent",
+            create_acp_agent(graph=cast("Any", _BlockingGraph()), config=AdapterConfig()),
         )
-        adapter.on_connect(cast(AcpClient, RecordingACPClient()))
+        adapter.on_connect(cast("AcpClient", RecordingACPClient()))
         session = await adapter.new_session(cwd=str(tmp_path), mcp_servers=[])
         prompt_task = asyncio.create_task(
             adapter.prompt(
                 prompt=[TextContentBlock(type="text", text="wait")],
                 session_id=session.session_id,
-            )
+            ),
         )
         await started.wait()
 
@@ -4452,7 +4464,7 @@ def read_file(path: str) -> str:
     )
     adapter = create_acp_agent(graph=graph, config=AdapterConfig())
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     asyncio.run(adapter.cancel(session_id=session.session_id))
 
@@ -4460,7 +4472,7 @@ def read_file(path: str) -> str:
         adapter.prompt(
             prompt=[TextContentBlock(type="text", text="cancel now")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "cancelled"
diff --git a/tests/langchain/test_runtime.py b/tests/langchain/test_runtime.py
index 2898bb4..82e1bae 100644
--- a/tests/langchain/test_runtime.py
+++ b/tests/langchain/test_runtime.py
@@ -81,12 +81,12 @@ def read_file(path: str) -> str:
                             "args": {"path": "notes.txt"},
                             "id": "tool-1",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Done reading."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(model=fake_model, tools=[read_file], name="reader")
     adapter = create_acp_agent(
@@ -94,15 +94,15 @@ def read_file(path: str) -> str:
         config=AdapterConfig(
             projection_maps=[
                 FileSystemProjectionMap(read_tool_names=frozenset({"read_file"})),
-            ]
+            ],
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("read notes.txt")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("read notes.txt")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -133,7 +133,7 @@ def test_langchain_acp_initialize_uses_configured_prompt_capabilities() -> None:
                 audio=False,
                 image=False,
                 embedded_context=True,
-            )
+            ),
         ),
     )
 
@@ -176,27 +176,27 @@ def read_file(path: str) -> str:
                     StaticSlashCommand(
                         command=AvailableCommand(name="ping", description="Return pong."),
                         handler=lambda _request: SlashCommandResult(text="pong"),
-                    )
-                ]
+                    ),
+                ],
             ),
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
-    stored_session = cast(Any, adapter)._store.get(session.session_id)
+    stored_session = cast("Any", adapter)._store.get(session.session_id)
     assert stored_session is not None
     stored_session.mcp_servers = [
-        {"name": "repo-http", "transport": "http", "url": "https://repo.example/mcp"}
+        {"name": "repo-http", "transport": "http", "url": "https://repo.example/mcp"},
     ]
-    cast(Any, adapter)._store.save(stored_session)
+    cast("Any", adapter)._store.save(stored_session)
     client.updates.clear()
 
     asyncio.run(adapter.prompt(prompt=[text_block("/tools")], session_id=session.session_id))
     asyncio.run(adapter.prompt(prompt=[text_block("/review")], session_id=session.session_id))
     asyncio.run(
-        adapter.prompt(prompt=[text_block("/model openai:gpt-5")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("/model openai:gpt-5")], session_id=session.session_id),
     )
     asyncio.run(adapter.prompt(prompt=[text_block("/mcp-servers")], session_id=session.session_id))
     asyncio.run(adapter.prompt(prompt=[text_block("/ping")], session_id=session.session_id))
@@ -232,7 +232,7 @@ def duckduckgo_results_json(query: str) -> list[dict[str, str]]:
                 "title": "ACP Kit",
                 "url": "https://example.com/acpkit",
                 "snippet": "Truthful ACP adapters.",
-            }
+            },
         ]
 
     fake_model = GenericFakeChatModel(
@@ -246,12 +246,12 @@ def duckduckgo_results_json(query: str) -> list[dict[str, str]]:
                             "args": {"query": "acpkit"},
                             "id": "tool-search",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Search finished."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(model=fake_model, tools=[duckduckgo_results_json], name="web-search")
     adapter = create_acp_agent(
@@ -259,11 +259,11 @@ def duckduckgo_results_json(query: str) -> list[dict[str, str]]:
         config=AdapterConfig(projection_maps=[WebSearchProjectionMap()]),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("search acpkit")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("search acpkit")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -300,12 +300,12 @@ def requests_get(url: str) -> str:
                             "args": {"url": "https://example.com/docs"},
                             "id": "tool-fetch",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Fetch finished."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(model=fake_model, tools=[requests_get], name="web-fetch")
     adapter = create_acp_agent(
@@ -313,11 +313,11 @@ def requests_get(url: str) -> str:
         config=AdapterConfig(projection_maps=[HttpRequestProjectionMap()]),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("fetch the docs")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("fetch the docs")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -363,7 +363,7 @@ def terminal(commands: list[str]) -> str:
                             "args": {"url": "https://example.com/docs"},
                             "id": "tool-nav",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(
@@ -374,7 +374,7 @@ def terminal(commands: list[str]) -> str:
                             "args": {},
                             "id": "tool-links",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(
@@ -385,12 +385,12 @@ def terminal(commands: list[str]) -> str:
                             "args": {"commands": ["pwd", "ls"]},
                             "id": "tool-terminal",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Browser and shell finished."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(
         model=fake_model,
@@ -404,11 +404,11 @@ def terminal(commands: list[str]) -> str:
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("browse and inspect")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("browse and inspect")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -455,12 +455,12 @@ def move_file(source_path: str, destination_path: str) -> str:
                             },
                             "id": "tool-move",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Move finished."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(model=fake_model, tools=[move_file], name="file-manager")
     adapter = create_acp_agent(
@@ -468,11 +468,11 @@ def move_file(source_path: str, destination_path: str) -> str:
         config=AdapterConfig(projection_maps=[CommunityFileManagementProjectionMap()]),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("archive draft")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("archive draft")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -507,12 +507,12 @@ def google_finance(query: str) -> str:
                             "args": {"query": "NVDA"},
                             "id": "tool-finance",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Finance finished."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(model=fake_model, tools=[google_finance], name="finance")
     adapter = create_acp_agent(
@@ -520,11 +520,11 @@ def google_finance(query: str) -> str:
         config=AdapterConfig(projection_maps=[FinanceProjectionMap()]),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("check nvda")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("check nvda")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -556,27 +556,27 @@ def delete_file(path: str) -> str:
                             "args": {"path": "draft.txt"},
                             "id": "tool-2",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Approved."),
-            ]
-        )
+            ],
+        ),
     )
     middleware = [
         HumanInTheLoopMiddleware(
-            interrupt_on={"delete_file": {"allowed_decisions": ["approve", "reject"]}}
-        )
+            interrupt_on={"delete_file": {"allowed_decisions": ["approve", "reject"]}},
+        ),
     ]
     graph = create_agent(model=fake_model, tools=[delete_file], middleware=middleware)
     adapter = create_acp_agent(graph=graph, config=AdapterConfig())
     client = RecordingACPClient()
     client.queue_permission_selected("allow_once")
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("delete draft.txt")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("delete draft.txt")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -601,7 +601,7 @@ def planner(state: _PlanState) -> dict[str, Any]:
                     "status": "in_progress",
                     "priority": "medium",
                 },
-            ]
+            ],
         }
 
     builder = StateGraph(_PlanState)
@@ -611,16 +611,16 @@ def planner(state: _PlanState) -> dict[str, Any]:
     graph = builder.compile()
     adapter = create_acp_agent(graph=graph, config=AdapterConfig())
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("plan this")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("plan this")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
     plan_update = next(
-        cast(AgentPlanUpdate, update)
+        cast("AgentPlanUpdate", update)
         for _, update in client.updates
         if isinstance(update, AgentPlanUpdate)
     )
@@ -655,9 +655,9 @@ def extract_plan_entries(self, payload: Any) -> list[PlanEntry] | None:
                 entries.append(
                     PlanEntry(
                         content=content,
-                        status=cast(PlanEntryStatus, task.get("status", "pending")),
-                        priority=cast(PlanEntryPriority, task.get("priority", "medium")),
-                    )
+                        status=cast("PlanEntryStatus", task.get("status", "pending")),
+                        priority=cast("PlanEntryPriority", task.get("priority", "medium")),
+                    ),
                 )
             return entries
 
@@ -675,7 +675,7 @@ def planner(state: _CustomPlanState) -> dict[str, Any]:
                     "status": "in_progress",
                     "priority": "medium",
                 },
-            ]
+            ],
         }
 
     builder = StateGraph(_CustomPlanState)
@@ -688,16 +688,16 @@ def planner(state: _CustomPlanState) -> dict[str, Any]:
         config=AdapterConfig(capability_bridges=[_TasksBridge()]),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("plan this")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("plan this")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
     plan_update = next(
-        cast(AgentPlanUpdate, update)
+        cast("AgentPlanUpdate", update)
         for _, update in client.updates
         if isinstance(update, AgentPlanUpdate)
     )
@@ -712,7 +712,6 @@ def test_langchain_acp_phase6_projects_deepagents_execute_updates_at_runtime(
 ) -> None:
     def execute(command: str) -> dict[str, str]:
         """Execute a shell command in the workspace."""
-
         return {
             "terminal_id": "terminal-1",
             "stdout": f"ran:{command}",
@@ -729,12 +728,12 @@ def execute(command: str) -> dict[str, str]:
                             "args": {"command": "echo hi && sudo rm /tmp/demo"},
                             "id": "tool-exec",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Command finished."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(model=fake_model, tools=[execute], name="deepagents-execute")
     adapter = create_acp_agent(
@@ -742,11 +741,11 @@ def execute(command: str) -> dict[str, str]:
         config=AdapterConfig(projection_maps=[DeepAgentsProjectionMap()]),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("run the command")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("run the command")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -784,14 +783,14 @@ def test_langchain_acp_runs_real_deepagents_graph(tmp_path: Path) -> None:
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
         adapter.prompt(
             prompt=[text_block("Confirm the integration.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn"
@@ -842,13 +841,13 @@ def read_file(path: str) -> str:
     def graph_factory(session) -> Any:
         captured_session_ids.append(session.session_id)
         fake_model = GenericFakeChatModel(
-            messages=iter([AIMessage(content="Factory graph ready.")])
+            messages=iter([AIMessage(content="Factory graph ready.")]),
         )
         return create_agent(model=fake_model, tools=[read_file])
 
     adapter = create_acp_agent(graph_factory=graph_factory, config=AdapterConfig())
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
     asyncio.run(adapter.prompt(prompt=[text_block("hello")], session_id=session.session_id))
@@ -912,7 +911,7 @@ def graph_factory(session) -> Any:
         mode_id = session.session_mode_id or "ask"
         captured_builds.append((model_id, mode_id))
         fake_model = GenericFakeChatModel(
-            messages=iter([AIMessage(content=f"{model_id}:{mode_id}")])
+            messages=iter([AIMessage(content=f"{model_id}:{mode_id}")]),
         )
         return create_agent(model=fake_model, tools=[], name=f"{model_id}-{mode_id}")
 
@@ -924,7 +923,7 @@ def graph_factory(session) -> Any:
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
     assert session.models is not None
@@ -939,7 +938,7 @@ def graph_factory(session) -> Any:
     asyncio.run(adapter.set_session_model("gpt-5", session_id=session.session_id))
     asyncio.run(adapter.set_session_mode("plan", session_id=session.session_id))
     second = asyncio.run(
-        adapter.prompt(prompt=[text_block("again")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("again")], session_id=session.session_id),
     )
     assert second.stop_reason == "end_turn"
     assert agent_message_texts(client)[-1] == "gpt-5:plan"
@@ -1006,16 +1005,16 @@ def test_langchain_acp_phase4_structured_plan_output_persists_task_plan(
                                     "priority": "medium",
                                 },
                             ],
-                        }
-                    }
+                        },
+                    },
                 },
-            )
-        ]
+            ),
+        ],
     )
     adapter = cast(
-        Any,
+        "Any",
         create_acp_agent(
-            graph=cast(Any, graph),
+            graph=cast("Any", graph),
             config=AdapterConfig(
                 available_modes=[SessionMode(id="plan", name="Plan")],
                 default_mode_id="plan",
@@ -1024,11 +1023,11 @@ def test_langchain_acp_phase4_structured_plan_output_persists_task_plan(
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("plan the work")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("plan the work")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -1039,7 +1038,7 @@ def test_langchain_acp_phase4_structured_plan_output_persists_task_plan(
         "Write summary",
     ]
     plan_update = next(
-        cast(AgentPlanUpdate, update)
+        cast("AgentPlanUpdate", update)
         for _, update in client.updates
         if isinstance(update, AgentPlanUpdate)
     )
@@ -1066,13 +1065,13 @@ def test_langchain_acp_phase4_tool_based_plan_generation_updates_plan_state(
                                         "content": "Book flights",
                                         "status": "pending",
                                         "priority": "high",
-                                    }
+                                    },
                                 ],
                                 "plan_md": "# Travel booking",
                             },
                             "id": "tool-1",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(
@@ -1083,20 +1082,20 @@ def test_langchain_acp_phase4_tool_based_plan_generation_updates_plan_state(
                             "args": {"index": 1},
                             "id": "tool-2",
                             "type": "tool_call",
-                        }
+                        },
                     ],
                 ),
                 AIMessage(content="Trip plan saved."),
-            ]
-        )
+            ],
+        ),
     )
     graph = create_agent(
         model=fake_model,
-        tools=cast(list[Callable[..., Any]], list(native_plan_tools())),
+        tools=cast("list[Callable[..., Any]]", list(native_plan_tools())),
         name="planner",
     )
     adapter = cast(
-        Any,
+        "Any",
         create_acp_agent(
             graph=graph,
             config=AdapterConfig(
@@ -1108,11 +1107,11 @@ def test_langchain_acp_phase4_tool_based_plan_generation_updates_plan_state(
         ),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("save a plan")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("save a plan")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -1123,16 +1122,16 @@ def test_langchain_acp_phase4_tool_based_plan_generation_updates_plan_state(
             "content": "Book flights",
             "status": "completed",
             "priority": "high",
-        }
+        },
     ]
     plan_updates = [
-        cast(AgentPlanUpdate, update)
+        cast("AgentPlanUpdate", update)
         for _, update in client.updates
         if isinstance(update, AgentPlanUpdate)
     ]
     assert len(plan_updates) == 2
     assert plan_updates[-1].entries == [
-        PlanEntry(content="Book flights", status="completed", priority="high")
+        PlanEntry(content="Book flights", status="completed", priority="high"),
     ]
     assert agent_message_texts(client)[-1] == "Trip plan saved."
 
@@ -1160,21 +1159,21 @@ def test_langchain_acp_phase6_projects_structured_runtime_events(
                             "status": "completed",
                             "content": "shell complete",
                         },
-                    ]
+                    ],
                 },
-            )
-        ]
+            ),
+        ],
     )
     adapter = create_acp_agent(
-        graph=cast(Any, graph),
+        graph=cast("Any", graph),
         config=AdapterConfig(event_projection_maps=[StructuredEventProjectionMap()]),
     )
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
     response = asyncio.run(
-        adapter.prompt(prompt=[text_block("run diagnostics")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("run diagnostics")], session_id=session.session_id),
     )
 
     assert response.stop_reason == "end_turn"
@@ -1184,20 +1183,20 @@ def test_langchain_acp_phase6_projects_structured_runtime_events(
         if isinstance(update, ToolCallStart | ToolCallProgress)
     ]
     assert len(projected_updates) == 2
-    assert cast(ToolCallStart, projected_updates[0]).title == "run shell"
-    progress = cast(ToolCallProgress, projected_updates[1])
+    assert cast("ToolCallStart", projected_updates[0]).title == "run shell"
+    progress = cast("ToolCallProgress", projected_updates[1])
     assert progress.status == "completed"
     assert progress.content is not None
-    assert cast(Any, progress.content[0]).content.text == "shell complete"
+    assert cast("Any", progress.content[0]).content.text == "shell complete"
 
 
 def test_langchain_acp_phase6_preserves_multimodal_and_resource_prompt_blocks(
     tmp_path: Path,
 ) -> None:
     graph = _RecordingGraph()
-    adapter = create_acp_agent(graph=cast(Any, graph), config=AdapterConfig())
+    adapter = create_acp_agent(graph=cast("Any", graph), config=AdapterConfig())
     client = RecordingACPClient()
-    adapter.on_connect(cast(AcpClient, client))
+    adapter.on_connect(cast("AcpClient", client))
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
     response = asyncio.run(
@@ -1229,7 +1228,7 @@ def test_langchain_acp_phase6_preserves_multimodal_and_resource_prompt_blocks(
                 ),
             ],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn"
diff --git a/tests/langchain/test_support.py b/tests/langchain/test_support.py
index 263ae69..1e07222 100644
--- a/tests/langchain/test_support.py
+++ b/tests/langchain/test_support.py
@@ -25,7 +25,7 @@ def test_generic_fake_chat_model_support_stream_paths() -> None:
         messages=iter([AIMessage(content="alpha,beta", id="stream-1")]),
         stream_delimiter=",",
     )
-    chunks = list(model._stream([], run_manager=cast(Any, manager)))
+    chunks = list(model._stream([], run_manager=cast("Any", manager)))
     assert [chunk.message.content for chunk in chunks] == ["alpha", "beta"]
     assert manager.tokens == ["alpha", "beta"]
 
@@ -37,11 +37,11 @@ def test_generic_fake_chat_model_support_stream_paths() -> None:
                     content="",
                     id="tool-1",
                     tool_calls=[{"name": "demo", "args": {}, "id": "call-1", "type": "tool_call"}],
-                )
-            ]
-        )
+                ),
+            ],
+        ),
     )
-    tool_chunks = list(tool_model._stream([], run_manager=cast(Any, tool_manager)))
+    tool_chunks = list(tool_model._stream([], run_manager=cast("Any", tool_manager)))
     assert len(tool_chunks) == 1
     assert tool_manager.tokens == [""]
 
@@ -50,16 +50,16 @@ def test_generic_fake_chat_model_support_stream_paths() -> None:
 
     invalid_message_model = GenericFakeChatModel(messages=iter(["ignored"]))
     invalid_message_model._generate = cast(  # type: ignore[method-assign]
-        Any,
+        "Any",
         lambda *args, **kwargs: SimpleNamespace(
-            generations=[SimpleNamespace(message=cast(Any, object()))]
+            generations=[SimpleNamespace(message=cast("Any", object()))],
         ),
     )
     with pytest.raises(ValueError, match="Expected `AIMessage`"):
         list(invalid_message_model._stream([]))
 
     invalid_content_model = GenericFakeChatModel(
-        messages=iter([AIMessage(content=cast(Any, ["bad-content"]), id="invalid-1")])
+        messages=iter([AIMessage(content=cast("Any", ["bad-content"]), id="invalid-1")]),
     )
     with pytest.raises(ValueError, match="Expected string content"):
         list(invalid_content_model._stream([]))
@@ -69,7 +69,7 @@ def test_generic_fake_chat_model_support_stream_paths() -> None:
 async def test_langchain_recording_acp_client_support_helpers() -> None:
     client = RecordingACPClient()
     option = PermissionOption(option_id="allow_once", name="Allow once", kind="allow_once")
-    tool_call = cast(Any, object())
+    tool_call = cast("Any", object())
 
     with pytest.raises(AssertionError, match="unexpected permission request"):
         await client.request_permission([option], "session-1", tool_call)
@@ -116,4 +116,4 @@ async def test_langchain_recording_acp_client_support_helpers() -> None:
     with pytest.raises(AssertionError, match="unexpected extension notification"):
         await client.ext_notification("demo.note", {"value": 2})
 
-    assert client.on_connect(cast(Any, object())) is None
+    assert client.on_connect(cast("Any", object())) is None
diff --git a/tests/pydantic/support.py b/tests/pydantic/support.py
index cda330c..7cee9c4 100644
--- a/tests/pydantic/support.py
+++ b/tests/pydantic/support.py
@@ -113,6 +113,7 @@
 from pydantic_ai.tools import RunContext, ToolDefinition
 
 __all__ = (
+    "UTC",
     "AcpSessionContext",
     "AdapterConfig",
     "AdapterModel",
@@ -124,22 +125,22 @@
     "AgentPlanUpdate",
     "AgentSource",
     "AllowedOutcome",
+    "AnthropicCompactionBridge",
     "ApprovalPolicy",
     "ApprovalPolicyStore",
     "ApprovalRequired",
     "AsyncDemoConfigOptionsProvider",
     "AsyncDemoModesProvider",
     "AsyncDemoPlanProvider",
-    "AnthropicCompactionBridge",
     "AvailableCommandsUpdate",
     "BuiltinToolProjectionMap",
     "ClientFilesystemBackend",
     "ClientHostContext",
     "ClientTerminalBackend",
     "CompositeProjectionMap",
-    "ContentToolCallContent",
     "ConfigOption",
     "ConfigOptionUpdate",
+    "ContentToolCallContent",
     "CreateTerminalResponse",
     "CurrentModeUpdate",
     "DefaultPermissionToolCallBuilder",
@@ -152,43 +153,43 @@
     "EnvVariable",
     "ExternalHookEventBridge",
     "FactoryAgentSource",
-    "FileSessionStore",
     "FileEditToolCallContent",
+    "FileSessionStore",
+    "FileSystemProjectionMap",
     "FilesystemBackend",
     "FilesystemRecordingClient",
-    "FileSystemProjectionMap",
     "FreeformModelsProvider",
     "HistoryProcessorBridge",
     "HookBridge",
     "HookEvent",
     "HookProjectionMap",
+    "HostRecordingClient",
     "ImageGenerationBridge",
     "IncludeToolReturnSchemasBridge",
-    "HostRecordingClient",
     "JsonValue",
     "KillTerminalResponse",
     "McpBridge",
+    "McpCapabilityBridge",
     "McpServerDefinition",
     "McpToolDefinition",
     "MemorySessionStore",
     "ModeState",
     "ModelMessage",
     "ModelSelectionState",
-    "McpCapabilityBridge",
     "NativeApprovalBridge",
     "OpenAICompactionBridge",
     "Path",
-    "PermissionOptionSet",
     "PermissionOption",
+    "PermissionOptionSet",
     "PermissionRequestContext",
     "PermissionToolCallBuilder",
     "PlanEntry",
     "PrefixToolsBridge",
-    "ProjectionAwareToolClassifier",
     "PrepareOutputToolsBridge",
     "PrepareOutputToolsMode",
     "PrepareToolsBridge",
     "PrepareToolsMode",
+    "ProjectionAwareToolClassifier",
     "ReadTextFileResponse",
     "RecordingClient",
     "ReleaseTerminalResponse",
@@ -209,25 +210,24 @@
     "StaticAgentSource",
     "StaticSlashCommand",
     "StaticSlashCommandProvider",
-    "TerminalToolCallContent",
     "TerminalBackend",
     "TerminalOutputResponse",
     "TerminalRecordingClient",
+    "TerminalToolCallContent",
     "TestModel",
-    "ThreadExecutorBridge",
     "ThinkingBridge",
-    "ToolsetBridge",
+    "ThreadExecutorBridge",
     "ToolCallProgress",
     "ToolCallStart",
     "ToolCallUpdate",
-    "WebFetchBridge",
-    "WebSearchBridge",
-    "WebToolProjectionMap",
     "ToolDefinition",
-    "UTC",
+    "ToolsetBridge",
     "UsageUpdate",
     "UserMessageChunk",
     "WaitForTerminalExitResponse",
+    "WebFetchBridge",
+    "WebSearchBridge",
+    "WebToolProjectionMap",
     "WriteTextFileResponse",
     "agent_message_texts",
     "create_acp_agent",
@@ -247,12 +247,12 @@ def queue_permission_selected(self, option_id: str) -> None:
         self.permission_responses.append(
             RequestPermissionResponse(
                 outcome=AllowedOutcome(outcome="selected", option_id=option_id),
-            )
+            ),
         )
 
     def queue_permission_cancelled(self) -> None:
         self.permission_responses.append(
-            RequestPermissionResponse(outcome=DeniedOutcome(outcome="cancelled"))
+            RequestPermissionResponse(outcome=DeniedOutcome(outcome="cancelled")),
         )
 
     async def request_permission(
@@ -264,10 +264,10 @@ async def request_permission(
     ) -> RequestPermissionResponse:
         del kwargs
         self.permission_option_ids.append(
-            (session_id, [option.option_id for option in options], tool_call)
+            (session_id, [option.option_id for option in options], tool_call),
         )
         self.permission_option_names.append(
-            (session_id, [option.name for option in options], tool_call)
+            (session_id, [option.name for option in options], tool_call),
         )
         if not self.permission_responses:
             raise AssertionError("unexpected permission request")
@@ -295,7 +295,11 @@ async def session_update(
         self.updates.append((session_id, update))
 
     async def write_text_file(
-        self, content: str, path: str, session_id: str, **kwargs: Any
+        self,
+        content: str,
+        path: str,
+        session_id: str,
+        **kwargs: Any,
     ) -> WriteTextFileResponse | None:
         del content, path, session_id, kwargs
         raise AssertionError("filesystem flow is not part of this test")
@@ -325,25 +329,37 @@ async def create_terminal(
         raise AssertionError("terminal flow is not part of this test")
 
     async def terminal_output(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> TerminalOutputResponse:
         del session_id, terminal_id, kwargs
         raise AssertionError("terminal flow is not part of this test")
 
     async def release_terminal(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> ReleaseTerminalResponse | None:
         del session_id, terminal_id, kwargs
         raise AssertionError("terminal flow is not part of this test")
 
     async def wait_for_terminal_exit(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> WaitForTerminalExitResponse:
         del session_id, terminal_id, kwargs
         raise AssertionError("terminal flow is not part of this test")
 
     async def kill_terminal(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> KillTerminalResponse | None:
         del session_id, terminal_id, kwargs
         raise AssertionError("terminal flow is not part of this test")
@@ -354,7 +370,7 @@ async def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any
     async def ext_notification(self, method: str, params: dict[str, Any]) -> None:
         raise AssertionError(f"unexpected extension notification: {method!r} {params!r}")
 
-    def on_connect(self, conn: AcpAgent) -> None:
+    def on_connect(self, conn: AcpAgent) -> None:  # type: ignore[misc]
         del conn
 
 
@@ -391,7 +407,11 @@ def __init__(self) -> None:
         self.write_response: WriteTextFileResponse | None = WriteTextFileResponse()
 
     async def write_text_file(
-        self, content: str, path: str, session_id: str, **kwargs: Any
+        self,
+        content: str,
+        path: str,
+        session_id: str,
+        **kwargs: Any,
     ) -> WriteTextFileResponse | None:
         del kwargs
         self.write_calls.append((session_id, path, content))
@@ -446,28 +466,40 @@ async def create_terminal(
         return CreateTerminalResponse(terminal_id="terminal-1")
 
     async def terminal_output(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> TerminalOutputResponse:
         del kwargs
         self.output_calls.append((session_id, terminal_id))
         return TerminalOutputResponse(output="terminal-output", truncated=False)
 
     async def release_terminal(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> ReleaseTerminalResponse | None:
         del kwargs
         self.release_calls.append((session_id, terminal_id))
         return self.release_response
 
     async def wait_for_terminal_exit(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> WaitForTerminalExitResponse:
         del kwargs
         self.wait_calls.append((session_id, terminal_id))
         return self.wait_response
 
     async def kill_terminal(
-        self, session_id: str, terminal_id: str, **kwargs: Any
+        self,
+        session_id: str,
+        terminal_id: str,
+        **kwargs: Any,
     ) -> KillTerminalResponse | None:
         del kwargs
         self.kill_calls.append((session_id, terminal_id))
@@ -582,7 +614,7 @@ def get_config_options(
                 description="Enable streamed responses.",
                 type="boolean",
                 current_value=stream_enabled,
-            )
+            ),
         ]
 
     def set_config_option(
@@ -631,7 +663,7 @@ async def get_model_state(
                     model_id="custom-model-a",
                     name="Custom Model A",
                     override="custom-model-a",
-                )
+                ),
             ],
             current_model_id=current_model_id,
             allow_any_model_id=True,
@@ -667,7 +699,7 @@ def get_config_options(
                     SessionConfigSelectOption(value="provider-model-a", name="Provider Model A"),
                     SessionConfigSelectOption(value="provider-model-b", name="Provider Model B"),
                 ],
-            )
+            ),
         ]
 
     def set_config_option(
diff --git a/tests/pydantic/test_acp_client_provider.py b/tests/pydantic/test_acp_client_provider.py
new file mode 100644
index 0000000..0cab1fd
--- /dev/null
+++ b/tests/pydantic/test_acp_client_provider.py
@@ -0,0 +1,1174 @@
+from __future__ import annotations as _annotations
+
+import tomllib
+from pathlib import Path
+from typing import Any, Literal, cast
+
+import pydantic_acp
+import pytest
+from acp import PROTOCOL_VERSION
+from acp.exceptions import RequestError
+from acp.helpers import text_block
+from acp.interfaces import Agent as AcpAgent
+from acp.interfaces import Client as AcpClient
+from acp.schema import (
+    AgentCapabilities,
+    AgentMessageChunk,
+    AllowedOutcome,
+    ClientCapabilities,
+    Implementation,
+    InitializeResponse,
+    NewSessionResponse,
+    PermissionOption,
+    PromptResponse,
+    ToolCallUpdate,
+    Usage,
+    UsageUpdate,
+)
+from pydantic_acp import AcpHostBridge, AcpModel, AcpProvider, create_acp_agent
+from pydantic_acp import client as client_module
+from pydantic_ai import Agent
+from pydantic_ai.exceptions import UserError
+from pydantic_ai.messages import (
+    BinaryContent,
+    ImageUrl,
+    InstructionPart,
+    ModelRequest,
+    ModelResponse,
+    RetryPromptPart,
+    SystemPromptPart,
+    TextContent,
+    TextPart,
+    ToolCallPart,
+    ToolReturnPart,
+    UploadedFile,
+    UserPromptPart,
+)
+from pydantic_ai.models import ModelRequestParameters
+from pydantic_ai.models.test import TestModel
+from pydantic_ai.native_tools import WebSearchTool
+from pydantic_ai.providers import Provider
+from pydantic_ai.tools import ToolDefinition
+
+from .support import HostRecordingClient, RecordingClient
+
+
+class EchoACPAgent:  # type: ignore[misc]
+    def __init__(
+        self,
+        *,
+        stop_reason: Literal[
+            "end_turn", "max_tokens", "max_turn_requests", "refusal", "cancelled"
+        ] = "end_turn",
+        usage: Usage | None = None,
+    ) -> None:
+        self.client: Any | None = None
+        self.initialized_protocols: list[int] = []
+        self.session_cwds: list[str] = []
+        self.session_models: list[tuple[str, str]] = []
+        self.prompts: list[tuple[str, str]] = []
+        self.stop_reason: Literal[
+            "end_turn", "max_tokens", "max_turn_requests", "refusal", "cancelled"
+        ] = stop_reason
+        self.usage = usage
+        self.client_capabilities: ClientCapabilities | None = None
+        self.client_info: Implementation | None = None
+        self.mcp_servers_seen: list[list[Any] | None] = []
+
+    def on_connect(self, conn: Any) -> None:
+        self.client = conn
+
+    async def initialize(
+        self,
+        protocol_version: int,
+        client_capabilities: ClientCapabilities | None = None,
+        client_info: Implementation | None = None,
+        **kwargs: Any,
+    ) -> InitializeResponse:
+        del kwargs
+        self.initialized_protocols.append(protocol_version)
+        self.client_capabilities = client_capabilities
+        self.client_info = client_info
+        return InitializeResponse(
+            protocol_version=protocol_version,
+            agent_info=Implementation(name="echo-acp-agent", version="test"),
+            agent_capabilities=AgentCapabilities(),
+        )
+
+    async def new_session(
+        self,
+        cwd: str,
+        mcp_servers: list[Any] | None = None,
+        **kwargs: Any,
+    ) -> NewSessionResponse:
+        del kwargs
+        self.session_cwds.append(cwd)
+        self.mcp_servers_seen.append(mcp_servers)
+        return NewSessionResponse(session_id=f"session-{len(self.session_cwds)}")
+
+    async def set_session_model(
+        self,
+        model_id: str,
+        session_id: str,
+        **kwargs: Any,
+    ) -> None:
+        del kwargs
+        self.session_models.append((session_id, model_id))
+
+    async def prompt(
+        self,
+        prompt: list[Any],
+        session_id: str,
+        message_id: str | None = None,
+        **kwargs: Any,
+    ) -> PromptResponse:
+        del message_id, kwargs
+        if self.client is None:
+            raise AssertionError("ACP agent was not connected to a host client")
+        rendered_prompt = "".join(str(getattr(block, "text", "")) for block in prompt)
+        self.prompts.append((session_id, rendered_prompt))
+        await self.client.session_update(
+            session_id=session_id,
+            update=AgentMessageChunk(
+                session_update="agent_message_chunk",
+                content=text_block(f"acp echo: {rendered_prompt}"),
+            ),
+            source="echo-acp-agent",
+        )
+        return PromptResponse(stop_reason=self.stop_reason, usage=self.usage)
+
+
+def _build_provider_and_model(
+    agent: Any,
+    *,
+    model_name: str = "zed-agent",
+    cwd: str = "/workspace",
+    prompt_renderer: Any = None,
+) -> tuple[AcpProvider, AcpModel]:
+    """Construct an ``AcpProvider``/``AcpModel`` pair with this file's shared test defaults."""
+    provider = AcpProvider(agent=agent, cwd=cwd, prompt_renderer=prompt_renderer)
+    model = AcpModel(model_name=model_name, provider=provider)
+    return provider, model
+
+
+class SetModelErrorACPAgent(EchoACPAgent):
+    def __init__(self, error: RequestError) -> None:
+        super().__init__()
+        self.error = error
+
+    async def set_session_model(
+        self,
+        model_id: str,
+        session_id: str,
+        **kwargs: Any,
+    ) -> None:
+        del model_id, session_id, kwargs
+        raise self.error
+
+
+def test_acp_client_provider_is_plain_pydantic_ai_provider() -> None:
+    acp_agent = EchoACPAgent()
+    provider, model = _build_provider_and_model(acp_agent)
+
+    assert isinstance(provider, Provider)
+    assert provider.client is acp_agent
+    assert provider.name == "acp"
+    assert provider.base_url == "acp://local"
+    assert model.provider is provider
+    assert model.system == "acp"
+    assert model.model_name == "zed-agent"
+    assert model.base_url == "acp://local"
+
+
+async def test_pydantic_ai_agent_can_use_acp_as_just_a_provider() -> None:
+    acp_agent = EchoACPAgent()
+    _provider, model = _build_provider_and_model(acp_agent)
+    agent = Agent(model)
+
+    result = await agent.run("Summarize the ACP bridge")
+
+    assert "Summarize the ACP bridge" in result.output
+    assert acp_agent.initialized_protocols == [PROTOCOL_VERSION]
+    assert acp_agent.session_cwds == ["/workspace"]
+    assert acp_agent.session_models == [("session-1", "zed-agent")]
+    assert len(acp_agent.prompts) == 1
+    assert "Summarize the ACP bridge" in acp_agent.prompts[0][1]
+
+
+def test_pydantic_acp_requires_pydantic_ai_v2() -> None:
+    package_pyproject = Path("packages/adapters/pydantic-acp/pyproject.toml")
+    data: dict[str, Any] = tomllib.loads(package_pyproject.read_text())
+    dependencies: list[str] = data["project"]["dependencies"]
+    pydantic_ai_dependency: str = next(
+        dependency for dependency in dependencies if dependency.startswith("pydantic-ai-slim")
+    )
+
+    assert ">=2.0.0" in pydantic_ai_dependency
+    assert "==1." not in pydantic_ai_dependency
+
+
+# --- AcpProvider / AcpModel behavior (changed code) ---------------------------------
+
+
+def test_acp_provider_accepts_acp_client_directly_and_exposes_accessors() -> None:
+    acp_agent = EchoACPAgent()
+
+    provider = AcpProvider(acp_client=cast(AcpAgent, acp_agent))
+    model = provider.model(history_mode="full")
+
+    assert provider.client is acp_agent
+    assert provider.host.delegate is None
+    assert provider.name == "acp"
+    assert provider.base_url == "acp://local"
+    assert provider.session_id is None
+    assert provider.updates == []
+    assert model.provider is provider
+
+
+def test_acp_provider_rejects_ambiguous_client_construction() -> None:
+    acp_agent = EchoACPAgent()
+
+    with pytest.raises(AssertionError, match="both `acp_client` and `agent`"):
+        cast(Any, AcpProvider)(
+            acp_client=acp_agent,
+            agent=EchoACPAgent(),
+            cwd="/workspace",
+        )
+
+    with pytest.raises(AssertionError, match="both `acp_client` and `host_client`"):
+        cast(Any, AcpProvider)(
+            acp_client=acp_agent,
+            host_client=HostRecordingClient(),
+            cwd="/workspace",
+        )
+
+
+async def test_acp_provider_reuses_session_and_model_across_multiple_requests() -> None:
+    acp_agent = EchoACPAgent()
+    _provider, model = _build_provider_and_model(acp_agent)
+    agent = Agent(model)
+
+    await agent.run("first turn")
+    await agent.run("second turn")
+
+    assert acp_agent.initialized_protocols == [PROTOCOL_VERSION]
+    assert acp_agent.session_cwds == ["/workspace"]
+    assert acp_agent.session_models == [("session-1", "zed-agent")]
+    assert len(acp_agent.prompts) == 2
+
+
+def test_acp_provider_model_factory_uses_default_model_name() -> None:
+    acp_agent = EchoACPAgent()
+    provider = AcpProvider(agent=cast(AcpAgent, acp_agent), cwd="/workspace")
+
+    model = provider.model()
+
+    assert model.model_name == "agent"
+    assert model.provider is provider
+
+
+async def test_acp_provider_accepts_sync_set_session_model_hooks() -> None:
+    acp_agent = EchoACPAgent()
+    set_model_calls: list[tuple[str, str]] = []
+
+    def set_session_model(model_id: str, session_id: str, **kwargs: Any) -> None:
+        del kwargs
+        set_model_calls.append((session_id, model_id))
+
+    cast(Any, acp_agent).set_session_model = set_session_model
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    await Agent(model).run("sync model hook")
+
+    assert set_model_calls == [("session-1", "zed-agent")]
+
+
+async def test_acp_provider_ensure_session_returns_existing_session_for_same_model() -> None:
+    acp_agent = EchoACPAgent()
+    provider = AcpProvider(agent=cast(AcpAgent, acp_agent), cwd="/workspace")
+
+    first_session_id = await provider._ensure_session(model_name="zed-agent")
+    second_session_id = await provider._ensure_session(model_name="zed-agent")
+
+    assert first_session_id == "session-1"
+    assert second_session_id == "session-1"
+    assert acp_agent.session_models == [("session-1", "zed-agent")]
+
+
+@pytest.mark.parametrize(
+    "error",
+    [
+        RequestError(-32601, "Method not found", {"method": "session/set_model"}),
+        RequestError(-32601, "session/set_model is unavailable"),
+    ],
+)
+async def test_acp_provider_treats_missing_set_model_as_supported_fallback(
+    error: RequestError,
+) -> None:
+    acp_agent = SetModelErrorACPAgent(error)
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    response = await model.request(
+        [ModelRequest(parts=[UserPromptPart("hello")])],
+        None,
+        ModelRequestParameters(),
+    )
+
+    assert response.provider_details == {"acp_session_id": "session-1"}
+    assert acp_agent.prompts == [("session-1", "hello")]
+
+
+@pytest.mark.parametrize(
+    "error",
+    [
+        RequestError(-32000, "backend failed"),
+        RequestError(-32601, "different missing method", {"method": "session/load"}),
+    ],
+)
+async def test_acp_provider_reraises_unexpected_set_model_errors(
+    error: RequestError,
+) -> None:
+    acp_agent = SetModelErrorACPAgent(error)
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    with pytest.raises(RequestError):
+        await model.request(
+            [ModelRequest(parts=[UserPromptPart("hello")])],
+            None,
+            ModelRequestParameters(),
+        )
+
+
+async def test_acp_provider_custom_prompt_renderer_is_used_instead_of_default() -> None:
+    acp_agent = EchoACPAgent()
+    seen_message_counts: list[int] = []
+
+    def render(messages: Any, params: Any) -> list[Any]:
+        del params
+        seen_message_counts.append(len(messages))
+        return [text_block("rendered by custom renderer")]
+
+    _provider, model = _build_provider_and_model(acp_agent, prompt_renderer=render)
+    agent = Agent(model)
+
+    result = await agent.run("ignored by custom renderer")
+
+    assert seen_message_counts == [1]
+    assert acp_agent.prompts == [("session-1", "rendered by custom renderer")]
+    assert "acp echo: rendered by custom renderer" in result.output
+
+
+async def test_acp_provider_custom_prompt_renderer_supports_async_callables() -> None:
+    acp_agent = EchoACPAgent()
+
+    async def render(messages: Any, params: Any) -> list[Any]:
+        del messages, params
+        return [text_block("rendered async")]
+
+    _provider, model = _build_provider_and_model(acp_agent, prompt_renderer=render)
+    agent = Agent(model)
+
+    await agent.run("ignored")
+
+    assert acp_agent.prompts == [("session-1", "rendered async")]
+
+
+async def test_acp_provider_prefers_prompt_response_usage_over_host_updates() -> None:
+    acp_agent = EchoACPAgent(
+        usage=Usage(
+            input_tokens=11,
+            output_tokens=7,
+            cached_read_tokens=2,
+            cached_write_tokens=1,
+            thought_tokens=3,
+            total_tokens=24,
+        ),
+    )
+    _provider, model = _build_provider_and_model(acp_agent)
+    agent = Agent(model)
+
+    result = await agent.run("count my tokens")
+
+    usage = result.usage
+    assert usage.input_tokens == 11
+    assert usage.output_tokens == 7
+    assert usage.cache_read_tokens == 2
+    assert usage.cache_write_tokens == 1
+    assert usage.details.get("reasoning_tokens") == 3
+
+
+@pytest.mark.parametrize(
+    ("stop_reason", "expected_finish_reason"),
+    [
+        ("end_turn", "stop"),
+        ("max_tokens", "length"),
+        ("cancelled", "error"),
+        ("refusal", "stop"),
+        ("max_turn_requests", "stop"),
+    ],
+)
+async def test_acp_provider_maps_acp_stop_reasons_to_finish_reasons(
+    stop_reason: str,
+    expected_finish_reason: str,
+) -> None:
+    acp_agent = EchoACPAgent(
+        stop_reason=cast(
+            Literal["end_turn", "max_tokens", "max_turn_requests", "refusal", "cancelled"],
+            stop_reason,
+        )
+    )
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    response = await model.request(
+        [ModelRequest(parts=[UserPromptPart("hello")])],
+        None,
+        ModelRequestParameters(),
+    )
+
+    assert response.finish_reason == expected_finish_reason
+    assert response.provider_details == {"acp_session_id": "session-1"}
+
+
+async def test_acp_model_rejects_function_tools() -> None:
+    acp_agent = EchoACPAgent()
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    with pytest.raises(UserError, match="function tools"):
+        await model.request(
+            [ModelRequest(parts=[UserPromptPart("hello")])],
+            None,
+            ModelRequestParameters(function_tools=[ToolDefinition(name="do_thing")]),
+        )
+    assert acp_agent.prompts == []
+
+
+async def test_acp_model_rejects_native_tools() -> None:
+    # AcpModel advertises no supported native tools, so pydantic-ai's own
+    # `Model.prepare_request` rejects the native tool before AcpModel's own
+    # `_ensure_supported_request` guard is ever reached.
+    acp_agent = EchoACPAgent()
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    with pytest.raises(UserError, match="(?i)native tool"):
+        await model.request(
+            [ModelRequest(parts=[UserPromptPart("hello")])],
+            None,
+            ModelRequestParameters(native_tools=[WebSearchTool()]),
+        )
+    assert acp_agent.prompts == []
+
+
+def test_acp_model_own_guard_rejects_native_tools() -> None:
+    acp_agent = EchoACPAgent()
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    with pytest.raises(UserError, match="native tools directly"):
+        model._ensure_supported_request(ModelRequestParameters(native_tools=[WebSearchTool()]))
+
+
+async def test_acp_model_rejects_disallowed_text_output() -> None:
+    acp_agent = EchoACPAgent()
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    with pytest.raises(UserError, match="text-response provider bridge"):
+        await model.request(
+            [ModelRequest(parts=[UserPromptPart("hello")])],
+            None,
+            ModelRequestParameters(allow_text_output=False),
+        )
+    assert acp_agent.prompts == []
+
+
+async def test_acp_model_request_stream_yields_the_buffered_response_text() -> None:
+    acp_agent = EchoACPAgent()
+    _provider, model = _build_provider_and_model(acp_agent)
+
+    async with model.request_stream(
+        [ModelRequest(parts=[UserPromptPart("stream this")])],
+        None,
+        ModelRequestParameters(),
+    ) as streamed_response:
+        async for _ in streamed_response:
+            pass
+        final_response = streamed_response.get()
+
+    assert len(final_response.parts) == 1
+    assert isinstance(final_response.parts[0], TextPart)
+    assert final_response.parts[0].content == "acp echo: stream this"
+    assert streamed_response.finish_reason == "stop"
+
+
+async def test_acp_buffered_stream_skips_non_text_response_parts() -> None:
+    response = ModelResponse(
+        parts=[ToolCallPart(tool_name="lookup", args={})],
+        model_name="agent",
+    )
+    stream = client_module._AcpBufferedStreamedResponse(
+        model_request_parameters=ModelRequestParameters(),
+        response=response,
+    )
+
+    events = [event async for event in stream]
+    await stream.close_stream()
+
+    assert events == []
+    assert stream.model_name == "agent"
+
+
+async def test_acp_provider_switches_session_model_when_model_name_changes() -> None:
+    acp_agent = EchoACPAgent()
+    provider = AcpProvider(agent=cast(AcpAgent, acp_agent), cwd="/workspace")
+    first_model = AcpModel(model_name="model-a", provider=provider)
+    second_model = AcpModel(model_name="model-b", provider=provider)
+
+    await Agent(first_model).run("first turn")
+    await Agent(second_model).run("second turn")
+
+    # The ACP session is created once and reused; only the model selection changes.
+    assert acp_agent.session_cwds == ["/workspace"]
+    assert acp_agent.session_models == [("session-1", "model-a"), ("session-1", "model-b")]
+
+
+async def test_acp_provider_forwards_client_capabilities_info_and_mcp_servers() -> None:
+    acp_agent = EchoACPAgent()
+    capabilities = ClientCapabilities()
+    client_info = Implementation(name="custom-client", version="9.9.9")
+    mcp_servers = [{"name": "demo"}]
+
+    provider = AcpProvider(
+        agent=cast(AcpAgent, acp_agent),
+        cwd="/workspace",
+        client_capabilities=capabilities,
+        client_info=client_info,
+        mcp_servers=mcp_servers,
+    )
+    model = AcpModel(model_name="zed-agent", provider=provider)
+
+    await Agent(model).run("hello")
+
+    assert acp_agent.client_capabilities is capabilities
+    assert acp_agent.client_info is client_info
+    assert acp_agent.mcp_servers_seen == [mcp_servers]
+
+
+def test_acp_provider_model_profile_returns_the_shared_acp_profile() -> None:
+    provider = AcpProvider(agent=cast(AcpAgent, EchoACPAgent()), cwd="/workspace")
+    assert provider.model_profile("anything") is client_module.ACP_MODEL_PROFILE
+
+
+def test_acp_model_supported_native_tools_is_empty() -> None:
+    assert AcpModel.supported_native_tools() == frozenset()
+
+
+class NoHandshakeACPAgent:  # type: ignore[misc]
+    """An ACP agent that never receives a reverse connection via ``on_connect``.
+
+    This models an ACP agent implementation that does not implement the
+    optional ``on_connect`` hook. ``AcpProvider`` must still be constructible
+    and usable; the agent simply never observes host updates, so the resulting
+    model response carries no text.
+    """
+
+    async def initialize(
+        self,
+        protocol_version: int,
+        client_capabilities: ClientCapabilities | None = None,
+        client_info: Implementation | None = None,
+        **kwargs: Any,
+    ) -> InitializeResponse:
+        del client_capabilities, client_info, kwargs
+        return InitializeResponse(
+            protocol_version=protocol_version,
+            agent_info=Implementation(name="no-handshake-agent", version="test"),
+            agent_capabilities=AgentCapabilities(),
+        )
+
+    async def new_session(
+        self,
+        cwd: str,
+        mcp_servers: list[Any] | None = None,
+        **kwargs: Any,
+    ) -> NewSessionResponse:
+        del cwd, mcp_servers, kwargs
+        return NewSessionResponse(session_id="session-1")
+
+    async def prompt(
+        self,
+        prompt: list[Any],
+        session_id: str,
+        message_id: str | None = None,
+        **kwargs: Any,
+    ) -> PromptResponse:
+        del prompt, session_id, message_id, kwargs
+        return PromptResponse(stop_reason="end_turn")  # type: ignore[arg-type]
+
+
+async def test_acp_provider_does_not_require_the_agent_to_support_on_connect() -> None:
+    acp_agent = NoHandshakeACPAgent()
+    provider = AcpProvider(agent=acp_agent, cwd="/workspace")  # type: ignore
+    model = AcpModel(model_name="agent", provider=provider)
+
+    response = await model.request(
+        [ModelRequest(parts=[UserPromptPart("hello")])],
+        None,
+        ModelRequestParameters(),
+    )
+
+    assert response.parts == []
+    assert response.finish_reason == "stop"
+    assert response.provider_details == {"acp_session_id": "session-1"}
+
+
+async def test_echo_acp_agent_requires_a_connected_host_client() -> None:
+    acp_agent = EchoACPAgent()
+
+    with pytest.raises(AssertionError, match="connected to a host client"):
+        await acp_agent.prompt(prompt=[text_block("hello")], session_id="session-1")
+
+
+# --- AcpHostBridge behavior (changed code) -------------------------------------------
+
+
+async def test_host_bridge_records_updates_without_a_delegate() -> None:
+    bridge = AcpHostBridge()
+
+    await bridge.session_update(
+        session_id="session-1",
+        update=AgentMessageChunk(session_update="agent_message_chunk", content=text_block("hi")),
+    )
+
+    assert len(bridge.updates) == 1
+    assert bridge.updates[0].session_id == "session-1"
+    assert bridge.updates[0].source is None
+    assert bridge.agent_message_text_since(0, session_id="session-1") == "hi"
+
+
+async def test_host_bridge_ignores_agent_message_chunks_without_text_content() -> None:
+    class FakeChunk:
+        session_update = "agent_message_chunk"
+        content = object()
+
+    bridge = AcpHostBridge()
+
+    await bridge.session_update(
+        session_id="session-1",
+        update=FakeChunk(),
+    )
+
+    assert bridge.agent_message_text_since(0, session_id="session-1") == ""
+
+
+async def test_host_bridge_forwards_session_update_to_delegate_when_present() -> None:
+    delegate = RecordingClient()
+    bridge = AcpHostBridge(delegate=delegate)
+    update = AgentMessageChunk(session_update="agent_message_chunk", content=text_block("hi"))
+
+    await bridge.session_update(session_id="session-1", update=update)
+
+    assert bridge.updates[0].update is update
+    assert delegate.updates == [("session-1", update)]
+
+
+@pytest.mark.parametrize(
+    "call",
+    [
+        lambda bridge: bridge.request_permission(
+            options=[PermissionOption(kind="allow_once", name="Allow", option_id="allow")],
+            session_id="session-1",
+            tool_call=ToolCallUpdate(tool_call_id="call-1"),
+        ),
+        lambda bridge: bridge.write_text_file(
+            content="data", path="/tmp/f", session_id="session-1"
+        ),
+        lambda bridge: bridge.read_text_file(path="/tmp/f", session_id="session-1"),
+        lambda bridge: bridge.create_terminal(command="ls", session_id="session-1"),
+        lambda bridge: bridge.ext_method(method="custom/thing", params={}),
+    ],
+)
+async def test_host_bridge_raises_without_a_delegate_for_host_methods(call: Any) -> None:
+    bridge = AcpHostBridge()
+
+    with pytest.raises(RuntimeError, match="no host client delegate"):
+        await call(bridge)
+
+
+async def test_host_bridge_ext_notification_is_a_noop_without_a_delegate() -> None:
+    bridge = AcpHostBridge()
+
+    await bridge.ext_notification(method="custom/notify", params={})
+
+
+async def test_host_bridge_supports_sync_delegate_methods() -> None:
+    class SyncExtensionClient:
+        def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any]:
+            return {"method": method, "params": params}
+
+    bridge = AcpHostBridge(delegate=cast(AcpClient, SyncExtensionClient()))
+
+    result = await bridge.ext_method(method="custom/sync", params={"x": 1})
+    bridge.on_connect(cast(AcpAgent, object()))
+
+    assert result == {"method": "custom/sync", "params": {"x": 1}}
+
+
+async def test_host_bridge_delegates_filesystem_and_terminal_calls_to_host_client() -> None:
+    delegate = HostRecordingClient()
+    bridge = AcpHostBridge(delegate=delegate)
+
+    write_response = await bridge.write_text_file(
+        content="hello", path="/tmp/f", session_id="session-1"
+    )
+    read_response = await bridge.read_text_file(path="/tmp/f", session_id="session-1")
+    terminal_response = await bridge.create_terminal(command="ls", session_id="session-1")
+
+    assert write_response is delegate.write_response
+    assert read_response.content == "file:/tmp/f:None:None"
+    assert terminal_response.terminal_id == "terminal-1"
+    assert delegate.write_calls == [("session-1", "/tmp/f", "hello")]
+    assert delegate.read_calls == [("session-1", "/tmp/f", None, None)]
+
+
+async def test_host_bridge_delegates_request_permission_to_host_client() -> None:
+    delegate = RecordingClient()
+    delegate.queue_permission_selected("allow")
+    bridge = AcpHostBridge(delegate=delegate)
+
+    response = await bridge.request_permission(
+        options=[PermissionOption(kind="allow_once", name="Allow", option_id="allow")],
+        session_id="session-1",
+        tool_call=ToolCallUpdate(tool_call_id="call-1"),
+    )
+
+    assert isinstance(response.outcome, AllowedOutcome)
+    assert response.outcome.option_id == "allow"
+
+
+async def test_host_bridge_on_connect_forwards_to_delegate_when_supported() -> None:  # type: ignore[misc]
+    delegate = RecordingClient()
+    bridge = AcpHostBridge(delegate=delegate)
+    connected: list[Any] = []
+
+    def on_connect_handler(conn: Any) -> None:
+        connected.append(conn)
+
+    cast(Any, delegate).on_connect = on_connect_handler
+
+    sentinel_agent = cast(AcpAgent, object())
+    bridge.on_connect(sentinel_agent)
+
+    assert connected == [sentinel_agent]
+
+
+async def test_host_bridge_delegates_terminal_lifecycle_calls_to_host_client() -> None:
+    delegate = HostRecordingClient()
+    bridge = AcpHostBridge(delegate=delegate)
+
+    output = await bridge.terminal_output(session_id="session-1", terminal_id="terminal-1")
+    release = await bridge.release_terminal(session_id="session-1", terminal_id="terminal-1")
+    wait = await bridge.wait_for_terminal_exit(session_id="session-1", terminal_id="terminal-1")
+    kill = await bridge.kill_terminal(session_id="session-1", terminal_id="terminal-1")
+
+    assert output.output == "terminal-output"
+    assert release is delegate.release_response
+    assert wait.exit_code == 0
+    assert kill is delegate.kill_response
+    assert delegate.output_calls == [("session-1", "terminal-1")]
+    assert delegate.release_calls == [("session-1", "terminal-1")]
+    assert delegate.wait_calls == [("session-1", "terminal-1")]
+    assert delegate.kill_calls == [("session-1", "terminal-1")]
+
+
+class ExtensionRecordingClient(RecordingClient):
+    """A host client double that actually answers ACP extension calls."""
+
+    def __init__(self) -> None:
+        super().__init__()
+        self.ext_method_calls: list[tuple[str, dict[str, Any]]] = []
+        self.ext_notification_calls: list[tuple[str, dict[str, Any]]] = []
+
+    async def ext_method(self, method: str, params: dict[str, Any]) -> dict[str, Any]:
+        self.ext_method_calls.append((method, params))
+        return {"ok": True}
+
+    async def ext_notification(self, method: str, params: dict[str, Any]) -> None:
+        self.ext_notification_calls.append((method, params))
+
+
+async def test_host_bridge_delegates_extension_calls_to_host_client() -> None:
+    delegate = ExtensionRecordingClient()
+    bridge = AcpHostBridge(delegate=delegate)
+
+    result = await bridge.ext_method(method="custom/thing", params={"x": 1})
+    await bridge.ext_notification(method="custom/notify", params={"y": 2})
+
+    assert result == {"ok": True}
+    assert delegate.ext_method_calls == [("custom/thing", {"x": 1})]
+    assert delegate.ext_notification_calls == [("custom/notify", {"y": 2})]
+
+
+# --- Pure helper functions (changed code) --------------------------------------------
+
+
+def test_usage_from_acp_extracts_token_counts_and_reasoning_tokens() -> None:
+    usage = client_module._usage_from_acp(
+        Usage(
+            input_tokens=10,
+            output_tokens=5,
+            cached_read_tokens=2,
+            cached_write_tokens=1,
+            thought_tokens=4,
+            total_tokens=18,
+        ),
+    )
+
+    assert usage.input_tokens == 10
+    assert usage.output_tokens == 5
+    assert usage.cache_read_tokens == 2
+    assert usage.cache_write_tokens == 1
+    assert usage.details == {"reasoning_tokens": 4}
+
+
+def test_usage_from_acp_returns_empty_usage_for_none() -> None:
+    usage = client_module._usage_from_acp(None)
+
+    assert not usage.has_values()
+
+
+def test_default_render_prompt_blocks_covers_system_tool_and_retry_parts() -> None:
+    request = ModelRequest(
+        parts=[
+            SystemPromptPart("Be terse."),
+            UserPromptPart("What is the status?"),
+            ToolReturnPart(tool_name="check_status", content="ok", tool_call_id="call-1"),
+            RetryPromptPart(
+                content="please retry", tool_name="check_status", tool_call_id="call-1"
+            ),
+        ],
+    )
+
+    blocks = client_module._default_render_prompt_blocks([request], ModelRequestParameters())
+
+    assert len(blocks) == 1
+    rendered = blocks[0].text
+    assert "System:\nBe terse." in rendered
+    assert "What is the status?" in rendered
+    assert "Tool result: check_status" in rendered
+    assert "please retry" in rendered
+
+
+def test_default_render_prompt_blocks_covers_instructions_and_full_history_roles() -> None:
+    request = ModelRequest(
+        parts=[UserPromptPart("What changed?")],
+        instructions="Answer as release notes.",
+    )
+    response = ModelResponse(parts=[TextPart("The bridge was added.")])
+
+    blocks = client_module._default_render_prompt_blocks(
+        [request, response],
+        ModelRequestParameters(),
+        history_mode="full",
+    )
+
+    assert len(blocks) == 1
+    rendered = blocks[0].text
+    assert "<user>" in rendered
+    assert "Instructions:\nAnswer as release notes." in rendered
+    assert "<assistant>" in rendered
+    assert "The bridge was added." in rendered
+
+
+def test_default_render_prompt_blocks_covers_media_user_content() -> None:
+    request = ModelRequest(
+        parts=[
+            UserPromptPart(
+                content=[
+                    "Look at this:",
+                    TextContent("typed text"),
+                    ImageUrl(url="https://example.com/x.png"),
+                    BinaryContent(data=b"abc", media_type="text/plain"),
+                    UploadedFile(file_id="file-1", provider_name="openai"),
+                ],
+            ),
+        ],
+    )
+
+    blocks = client_module._default_render_prompt_blocks([request], ModelRequestParameters())
+
+    rendered = blocks[0].text
+    assert "Look at this:" in rendered
+    assert "typed text" in rendered
+    assert "[image-url:https://example.com/x.png]" in rendered
+    assert "[binary:text/plain:3 bytes]" in rendered
+    assert "[uploaded-file:openai:file-1]" in rendered
+
+
+def test_default_render_prompt_blocks_falls_back_to_message_text_without_a_request() -> None:
+    # No `ModelRequest` is present, so rendering must fall back to `message.text`
+    # instead of the request-part renderer.
+    response = ModelResponse(parts=[TextPart("previous turn output")])
+
+    blocks = client_module._default_render_prompt_blocks([response], ModelRequestParameters())
+
+    assert len(blocks) == 1
+    assert blocks[0].text == "previous turn output"
+
+
+def test_default_render_prompt_blocks_returns_nothing_for_empty_messages() -> None:
+    assert client_module._default_render_prompt_blocks([], ModelRequestParameters()) == []
+
+
+def test_default_render_prompt_blocks_returns_nothing_for_blank_latest_message() -> None:
+    response = ModelResponse(parts=[TextPart("   ")])
+
+    blocks = client_module._default_render_prompt_blocks([response], ModelRequestParameters())
+
+    assert len(blocks) == 1
+    assert blocks[0].text == "<assistant>\n   \nassistant>"
+
+
+def test_default_render_prompt_blocks_ignores_unrendered_request_parts() -> None:
+    request = ModelRequest(parts=cast(Any, [InstructionPart("internal instruction")]))
+
+    assert client_module._default_render_prompt_blocks([request], ModelRequestParameters()) == []
+
+
+def test_default_render_prompt_blocks_returns_nothing_for_blank_full_history() -> None:
+    response = ModelResponse(parts=[])
+
+    assert (
+        client_module._default_render_prompt_blocks(
+            [response],
+            ModelRequestParameters(),
+            history_mode="full",
+        )
+        == []
+    )
+
+
+def test_render_user_content_item_falls_back_to_runtime_kind() -> None:
+    class UnknownContent:
+        kind = "custom-content"
+
+    assert (
+        client_module._render_user_content_item(cast(Any, UnknownContent())) == "[custom-content]"
+    )
+
+
+def test_section_returns_empty_text_for_blank_content() -> None:
+    assert client_module._section("Empty", " \n ") == ""
+
+
+def test_is_agent_message_chunk_supports_duck_typed_updates() -> None:
+    class FakeChunkLike:
+        session_update = "agent_message_chunk"
+
+    assert client_module._is_agent_message_chunk(FakeChunkLike()) is True
+    assert client_module._is_agent_message_chunk(object()) is False
+
+
+def test_extract_text_recursively_collects_supported_response_shapes() -> None:
+    class AttrResponse:
+        response = "attr text"
+
+    chunk = AgentMessageChunk(
+        session_update="agent_message_chunk",
+        content=text_block("chunk text"),
+    )
+
+    extracted = client_module._extract_text(
+        [
+            None,
+            "literal text",
+            chunk,
+            {"content": ["nested text", {"text": "dict text"}]},
+            AttrResponse(),
+        ],
+    )
+
+    assert extracted == "literal textchunk textnested textdict textattr text"
+
+
+def test_response_field_supports_dict_attr_and_missing_values() -> None:
+    class AttrResponse:
+        message = "attr message"
+
+    assert client_module._response_field({"message": "dict message"}, "message") == "dict message"
+    assert client_module._response_field(AttrResponse(), "message") == "attr message"
+    assert client_module._response_field(object(), "message") is None
+
+
+# --- Prior (pre-existing) server adapter behavior path --------------------------------
+
+
+async def test_prior_server_adapter_direction_still_works_standalone() -> None:
+    """Regression guard: the original ACP server adapter direction is unaffected.
+
+    This PR adds the inverse client/provider bridge, but the original
+    ``create_acp_agent`` direction (exposing a ``pydantic_ai.Agent`` over ACP)
+    must keep working exactly as it did before this change.
+    """
+    adapter = create_acp_agent(agent=Agent(TestModel(custom_output_text="Hello from ACP")))
+    client = RecordingClient()
+    adapter.on_connect(client)
+
+    await adapter.initialize(protocol_version=PROTOCOL_VERSION)
+    new_session_response = await adapter.new_session(cwd="/workspace", mcp_servers=[])
+    prompt_response = await adapter.prompt(
+        prompt=[text_block("Summarize the change.")],
+        session_id=new_session_response.session_id,
+        message_id="user-message-1",
+    )
+
+    assert prompt_response.stop_reason == "end_turn"
+    agent_updates = [
+        update for _, update in client.updates if isinstance(update, AgentMessageChunk)
+    ]
+    assert "".join(chunk.content.text for chunk in agent_updates) == "Hello from ACP"
+
+
+async def test_prior_server_adapter_can_be_consumed_through_new_client_provider() -> None:
+    """The new AcpProvider/AcpModel bridge composes with the pre-existing server adapter.
+
+    A Pydantic AI agent is exposed via the original ``create_acp_agent`` adapter
+    (prior, unchanged behavior) and then that very adapter is wrapped by the new
+    ``AcpProvider`` (this PR's change) so a *second* Pydantic AI agent can run
+    against it as a plain provider/model. This proves both directions interoperate.
+    """
+    inner_model = TestModel(custom_output_text="Hello from ACP")
+    server_adapter = create_acp_agent(agent=Agent(inner_model))
+
+    _provider, model = _build_provider_and_model(server_adapter, model_name=inner_model.model_name)
+    outer_agent = Agent(model)
+
+    result = await outer_agent.run("Ping the bridge")
+
+    assert result.output == "Hello from ACP"
+
+
+# --- Additional coverage: AcpHostBridge pagination/session scoping ------------------
+
+
+async def test_host_bridge_records_since_scopes_by_session_and_supports_snapshots() -> None:
+    bridge = AcpHostBridge()
+    first_update = AgentMessageChunk(session_update="agent_message_chunk", content=text_block("a"))
+    second_update = AgentMessageChunk(session_update="agent_message_chunk", content=text_block("b"))
+
+    await bridge.session_update(session_id="session-1", update=first_update)
+    snapshot = bridge.snapshot_index()
+    await bridge.session_update(session_id="session-2", update=second_update)
+
+    all_records = bridge.records_since(0)
+    assert [record.update for record in all_records] == [first_update, second_update]
+
+    only_new = bridge.records_since(snapshot)
+    assert [record.update for record in only_new] == [second_update]
+
+    only_session_1 = bridge.records_since(0, session_id="session-1")
+    assert [record.update for record in only_session_1] == [first_update]
+
+    only_session_2_after_snapshot = bridge.records_since(snapshot, session_id="session-2")
+    assert [record.update for record in only_session_2_after_snapshot] == [second_update]
+
+
+async def test_host_bridge_usage_update_since_ignores_real_acp_usage_update_without_usage_field() -> (
+    None
+):
+    # The real ACP `UsageUpdate` schema carries context-window `size`/`used` fields, not a
+    # `usage` attribute. `usage_update_since` only reads `getattr(update, "usage", None)`, so
+    # recording a genuine `UsageUpdate` must not populate any token counts.
+    bridge = AcpHostBridge()
+    start_index = bridge.snapshot_index()
+
+    await bridge.session_update(
+        session_id="session-1",
+        update=UsageUpdate(session_update="usage_update", size=1000, used=10),
+    )
+
+    usage = bridge.usage_update_since(start_index, session_id="session-1")
+
+    assert not usage.has_values()
+
+
+# --- Additional coverage: AcpProvider host_client delegate wiring -------------------
+
+
+async def test_acp_provider_forwards_host_client_delegate_updates_end_to_end() -> None:
+    delegate = HostRecordingClient()
+    acp_agent = EchoACPAgent()
+    provider = AcpProvider(
+        agent=cast(AcpAgent, acp_agent),
+        cwd="/workspace",
+        host_client=delegate,
+    )
+
+    assert provider.host.delegate is delegate
+
+    model = AcpModel(model_name="zed-agent", provider=provider)
+    result = await Agent(model).run("hello via delegate")
+
+    assert "acp echo: hello via delegate" in result.output
+    forwarded_updates = [
+        update for _, update in delegate.updates if isinstance(update, AgentMessageChunk)
+    ]
+    assert len(forwarded_updates) == 1
+    assert forwarded_updates[0].content.text == "acp echo: hello via delegate"
+
+
+# --- Additional coverage: pure helper edge cases -------------------------------------
+
+
+def test_finish_reason_from_acp_returns_stop_when_stop_reason_is_none() -> None:
+    assert client_module._finish_reason_from_acp(None) == "stop"
+
+
+def test_render_tool_return_falls_back_to_tool_call_id_when_tool_name_is_empty() -> None:
+    part = ToolReturnPart(tool_name="", content="ok", tool_call_id="call-42")
+
+    rendered = client_module._render_tool_return(part)
+
+    assert rendered == "Tool result: call-42:\nok"
+
+
+# --- Additional coverage: root workspace pyproject.toml dependency -----------------
+
+
+def test_root_pyproject_declares_pydantic_ai_v2_dependency() -> None:
+    root_pyproject = Path("pyproject.toml")
+    data: dict[str, Any] = tomllib.loads(root_pyproject.read_text())
+    dependencies: list[str] = data["project"]["dependencies"]
+
+    assert any(dependency.startswith("pydantic-ai>=2.4.0") for dependency in dependencies)
+
+
+def test_pydantic_acp_pins_agent_client_protocol_version_used_by_client_module() -> None:
+    package_pyproject = Path("packages/adapters/pydantic-acp/pyproject.toml")
+    data: dict[str, Any] = tomllib.loads(package_pyproject.read_text())
+    dependencies: list[str] = data["project"]["dependencies"]
+
+    assert "agent-client-protocol==0.9.0" in dependencies
+
+
+# --- Additional coverage: public package exports for the client bridge (__init__.py) -----
+
+
+def test_acp_client_provider_symbols_are_exported_from_the_top_level_package() -> None:
+    for name in (
+        "ACP_MODEL_PROFILE",
+        "AcpHostBridge",
+        "AcpModel",
+        "AcpPromptRenderer",
+        "AcpProvider",
+        "AcpUpdateRecord",
+    ):
+        assert name in pydantic_acp.__all__
+        assert getattr(pydantic_acp, name) is getattr(client_module, name)
+
+
+def test_acp_model_profile_disables_tool_and_structured_output_support() -> None:
+    profile = pydantic_acp.ACP_MODEL_PROFILE
+
+    assert profile["supports_tools"] is False
+    assert profile["supports_json_schema_output"] is False
+    assert profile["supports_json_object_output"] is False
+    assert profile["supports_image_output"] is False
+    assert profile["supported_native_tools"] == frozenset()
diff --git a/tests/pydantic/test_adapter_helpers.py b/tests/pydantic/test_adapter_helpers.py
index 13867c2..d753d8e 100644
--- a/tests/pydantic/test_adapter_helpers.py
+++ b/tests/pydantic/test_adapter_helpers.py
@@ -92,8 +92,8 @@ def _stored_session(adapter: Any, session_id: str) -> Any:
 def _fake_run_result(output: Any) -> Any:
     return SimpleNamespace(
         output=output,
-        new_messages=lambda: [],
-        all_messages=lambda: [],
+        new_messages=list,
+        all_messages=list,
         all_messages_json=lambda: b"[]",
     )
 
@@ -115,7 +115,7 @@ def test_session_model_selection_respects_provider_and_fallback_state(
     response = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     session = _stored_session(adapter, response.session_id)
 
-    cast(Any, agent).model = _INVALID_TEST_VALUE
+    cast("Any", agent).model = _INVALID_TEST_VALUE
     session.session_model_id = None
     model_state = asyncio.run(adapter._get_model_selection_state(session, agent))
     assert model_state is None
@@ -136,8 +136,8 @@ def test_session_model_selection_respects_provider_and_fallback_state(
                 AdapterModel(
                     model_id="model-a",
                     name="Model A",
-                    override=cast(Any, selected_agent.model),
-                )
+                    override=cast("Any", selected_agent.model),
+                ),
             ],
         ),
     )
@@ -145,12 +145,11 @@ def test_session_model_selection_respects_provider_and_fallback_state(
     assert selected_adapter._resolve_current_model_id(session, selected_agent) == "selected-model"
     assert selected_adapter._resolve_model_id_from_value(selected_agent.model) == "model-a"
     assert selected_adapter._resolve_model_id_from_value("plain-model") == "plain-model"
-    assert selected_adapter._resolve_model_id_from_value(cast(Any, _INVALID_TEST_VALUE)) is None
+    assert selected_adapter._resolve_model_id_from_value(cast("Any", _INVALID_TEST_VALUE)) is None
 
     class DemoModelsProvider:
         def set_model(self, session, agent, model_id):
             del session, agent, model_id
-            return None
 
         def get_model_state(self, session, agent):
             del session, agent
@@ -170,18 +169,18 @@ def get_model_state(self, session, agent):
     provider_session = _stored_session(provider_adapter, provider_response.session_id)
     provider_session.config_values["model"] = "stale"
     set_response = asyncio.run(
-        provider_adapter.set_session_model("provider-model", provider_response.session_id)
+        provider_adapter.set_session_model("provider-model", provider_response.session_id),
     )
     assert set_response is not None
     assert provider_session.session_model_id is None
     provider_state = asyncio.run(
-        provider_adapter._get_model_selection_state(provider_session, agent)
+        provider_adapter._get_model_selection_state(provider_session, agent),
     )
     assert provider_state is not None
     assert provider_state.current_model_id is None
 
     missing_response = asyncio.run(
-        provider_adapter.set_session_model("missing", provider_response.session_id)
+        provider_adapter.set_session_model("missing", provider_response.session_id),
     )
     assert missing_response is not None
     assert "model" not in provider_session.config_values
@@ -191,7 +190,6 @@ def test_session_mode_and_config_updates_flow_through_providers(tmp_path: Path)
     class DemoModesProvider:
         def set_mode(self, session, agent, mode_id):
             del session, agent, mode_id
-            return None
 
         def get_mode_state(self, session, agent):
             del session, agent
@@ -203,28 +201,25 @@ def get_mode_state(self, session, agent):
     class EmptyConfigProvider:
         def set_config_option(self, session, agent, config_id, value):
             del session, agent, config_id, value
-            return None
 
         def get_config_options(self, session, agent):
             del session, agent
-            return None
 
     class MatchingConfigProvider:
         def set_config_option(self, session, agent, config_id, value):
             del session, agent, config_id, value
-            return None
 
         def get_config_options(self, session, agent):
             del session, agent
             return cast(
-                Any,
+                "Any",
                 [
                     SessionConfigOptionBoolean(
                         id="flag",
                         name="Flag",
                         type="boolean",
                         current_value=False,
-                    )
+                    ),
                 ],
             )
 
@@ -266,7 +261,7 @@ def get_config_options(self, session, agent):
     )
     matching_response = asyncio.run(matching_adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     config_response = asyncio.run(
-        matching_adapter.set_config_option("flag", matching_response.session_id, True)
+        matching_adapter.set_config_option("flag", matching_response.session_id, True),
     )
     assert config_response is not None
 
@@ -291,7 +286,7 @@ def persist_plan_state(self, session, agent, entries, plan_markdown):
                 name="Plan",
                 prepare_func=pass_through,
                 plan_mode=True,
-            )
+            ),
         ],
     )
     agent = Agent(TestModel(custom_output_text="plan"), output_type=str)
@@ -334,14 +329,14 @@ def persist_plan_state(self, session, agent, entries, plan_markdown):
     assert adapter._format_native_plan(session) == "No plan has been recorded yet."
 
     session.plan_entries = [
-        PlanEntry(content="Inspect", priority="medium", status="pending").model_dump(mode="json")
+        PlanEntry(content="Inspect", priority="medium", status="pending").model_dump(mode="json"),
     ]
     assert "Inspect" in adapter._format_native_plan(session)
 
     adapter._install_native_plan_tools(agent)
     tools = agent._function_toolset.tools
-    get_plan_tool = cast(Any, tools["acp_get_plan"])
-    set_plan_tool = cast(Any, tools["acp_set_plan"])
+    get_plan_tool = cast("Any", tools["acp_get_plan"])
+    set_plan_tool = cast("Any", tools["acp_set_plan"])
     assert get_plan_tool.function() == "No plan has been recorded yet."
     assert persisted_states[-1] == (["Write the plan"], "# Plan")
     assert get_plan_tool.prepare(None, get_plan_tool.function_schema) is not None
@@ -363,7 +358,7 @@ def pass_through(ctx, tool_defs):
                 name="Plan",
                 prepare_func=pass_through,
                 plan_mode=True,
-            )
+            ),
         ],
     )
     agent = Agent(TestModel(custom_output_text="plan"), output_type=str)
@@ -391,7 +386,7 @@ def pass_through(ctx, tool_defs):
     adapter._install_native_plan_tools(agent)
     set_active_session(agent, session)
     tools = agent._function_toolset.tools
-    set_plan_tool = cast(Any, tools["acp_set_plan"])
+    set_plan_tool = cast("Any", tools["acp_set_plan"])
     assert set_plan_tool.prepare(None, set_plan_tool.function_schema) is not None
 
 
@@ -423,7 +418,7 @@ def get_model_state(self, session, agent):
                         model_id="demo-model",
                         name="Demo Model",
                         override=TestModel(custom_output_text="demo"),
-                    )
+                    ),
                 ],
             )
 
@@ -436,7 +431,7 @@ def set_model(self, session, agent, model_id):
                         model_id=model_id,
                         name="Configured Model",
                         override=TestModel(custom_output_text="configured"),
-                    )
+                    ),
                 ],
             )
 
@@ -464,7 +459,7 @@ def get_config_options(self, session, agent) -> list[ConfigOption]:
                     name="Flag",
                     type="boolean",
                     current_value=False,
-                )
+                ),
             ]
 
         def set_config_option(
@@ -483,7 +478,7 @@ def set_config_option(
                     name="Flag",
                     type="boolean",
                     current_value=value,
-                )
+                ),
             ]
 
     class PromptOverrideProvider:
@@ -495,7 +490,6 @@ def get_prompt_model_override(
             model_override,
         ):
             del session, agent, prompt, model_override
-            return None
 
     agent = Agent(TestModel(custom_output_text="ok"))
     adapter = _adapter(
@@ -518,7 +512,7 @@ def get_prompt_model_override(
                 agent,
                 prompt=[text_block("hi")],
                 model_override=None,
-            )
+            ),
         )
         is None
     )
@@ -539,7 +533,7 @@ def get_prompt_model_override(
                 cwd=str(tmp_path),
                 session_id=response.session_id,
                 mcp_servers=[],
-            )
+            ),
         ).modes
         is not None
     )
@@ -598,7 +592,7 @@ def test_runtime_model_restore_and_error_paths_are_handled(
         agent=agent,
         config=AdapterConfig(
             session_store=MemorySessionStore(),
-            approval_bridge=cast(Any, _INVALID_TEST_VALUE),
+            approval_bridge=cast("Any", _INVALID_TEST_VALUE),
         ),
     )
     response = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
@@ -623,7 +617,7 @@ def test_runtime_model_restore_and_error_paths_are_handled(
     assert session.config_values["model"] == default_model_id
 
     session.session_model_id = None
-    cast(Any, agent).model = _INVALID_TEST_VALUE
+    cast("Any", agent).model = _INVALID_TEST_VALUE
     assert asyncio.run(adapter._resolve_model_override(session, agent)) is None
 
     with pytest.raises(RequestError):
@@ -632,12 +626,14 @@ def test_runtime_model_restore_and_error_paths_are_handled(
         adapter._resolve_runtime_model(agent, model_override="not a model id\n")
 
     with pytest.raises(RequestError):
-        asyncio.run(adapter._resolve_deferred_approvals(session=session, requests=cast(Any, None)))
+        asyncio.run(
+            adapter._resolve_deferred_approvals(session=session, requests=cast("Any", None)),
+        )
 
     assert asyncio.run(adapter._record_cancelled_approval(session, None)) is None
     assert (
         asyncio.run(
-            adapter._handle_slash_command("unknown", argument=None, session=session, agent=agent)
+            adapter._handle_slash_command("unknown", argument=None, session=session, agent=agent),
         )
         is None
     )
@@ -668,7 +664,7 @@ def test_sessions_normalize_cwd_and_serialize_mcp_servers(tmp_path: Path) -> Non
                 AdapterModel(
                     model_id="default:test",
                     name="Default",
-                    override=cast(Any, agent.model),
+                    override=cast("Any", agent.model),
                 ),
             ],
             session_store=MemorySessionStore(),
@@ -732,7 +728,7 @@ async def fake_stream_run(*args: Any, **kwargs: Any) -> tuple[Any, bool]:
             agent=agent,
             prompt=[text_block("stream please")],
             session=session,
-        )
+        ),
     )
     assert outcome.result.output == "streamed"
     assert outcome.streamed_output is True
@@ -743,13 +739,13 @@ async def fake_run(prompt_text: str | None, **kwargs: Any) -> Any:
         del prompt_text, kwargs
         return _fake_run_result("plain")
 
-    cast(Any, agent).run = fake_run
+    cast("Any", agent).run = fake_run
     outcome = asyncio.run(
         adapter._run_prompt(
             agent=agent,
             prompt=[text_block("plain please")],
             session=session,
-        )
+        ),
     )
     assert outcome.result.output == "plain"
     assert outcome.streamed_output is False
@@ -763,33 +759,33 @@ async def flaky_run(prompt_text: str | None, **kwargs: Any) -> Any:
             raise UserError("broken model")
         return _fake_run_result("recovered")
 
-    cast(Any, agent).run = flaky_run
+    cast("Any", agent).run = flaky_run
     monkeypatch.setattr(adapter, "_restore_default_model", lambda *args, **kwargs: True)
     outcome = asyncio.run(
         adapter._run_prompt(
             agent=agent,
             prompt=[text_block("recover please")],
             session=session,
-        )
+        ),
     )
     assert outcome.result.output == "recovered"
 
     no_bridge_result = _fake_run_result(
-        DeferredToolRequests(approvals=[ToolCallPart("approval-only", {"x": 1})])
+        DeferredToolRequests(approvals=[ToolCallPart("approval-only", {"x": 1})]),
     )
 
     async def no_bridge_run(prompt_text: str | None, **kwargs: Any) -> Any:
         del prompt_text, kwargs
         return no_bridge_result
 
-    cast(Any, agent).run = no_bridge_run
+    cast("Any", agent).run = no_bridge_run
     monkeypatch.setattr(adapter, "_supports_deferred_approval_bridge", lambda: False)
     no_bridge_outcome = asyncio.run(
         adapter._run_prompt(
             agent=agent,
             prompt=[text_block("approval please")],
             session=session,
-        )
+        ),
     )
     assert no_bridge_outcome.stop_reason == "end_turn"
 
@@ -797,7 +793,7 @@ async def no_bridge_run(prompt_text: str | None, **kwargs: Any) -> Any:
         agent=agent,
         config=AdapterConfig(
             session_store=MemorySessionStore(),
-            approval_bridge=cast(Any, _INVALID_TEST_VALUE),
+            approval_bridge=cast("Any", _INVALID_TEST_VALUE),
             enable_generic_tool_projection=False,
         ),
     )
@@ -810,26 +806,26 @@ async def calls_present_run(prompt_text: str | None, **kwargs: Any) -> Any:
             DeferredToolRequests(
                 calls=[ToolCallPart("needs-call", {"x": 1})],
                 approvals=[ToolCallPart("needs-approval", {"y": 2})],
-            )
+            ),
         )
 
-    cast(Any, agent).run = calls_present_run
+    cast("Any", agent).run = calls_present_run
     bridge_outcome = asyncio.run(
         bridge_adapter._run_prompt(
             agent=agent,
             prompt=[text_block("calls please")],
             session=bridge_session,
-        )
+        ),
     )
     assert bridge_outcome.stop_reason == "end_turn"
 
     async def approval_loop_run(prompt_text: str | None, **kwargs: Any) -> Any:
         del prompt_text, kwargs
         return _fake_run_result(
-            DeferredToolRequests(approvals=[ToolCallPart("approval", {"z": 3})])
+            DeferredToolRequests(approvals=[ToolCallPart("approval", {"z": 3})]),
         )
 
-    cast(Any, agent).run = approval_loop_run
+    cast("Any", agent).run = approval_loop_run
 
     async def unresolved_approvals(**kwargs: Any) -> Any:
         del kwargs
@@ -850,7 +846,7 @@ async def unresolved_approvals(**kwargs: Any) -> Any:
                 agent=agent,
                 prompt=[text_block("loop please")],
                 session=bridge_session,
-            )
+            ),
         )
 
     async def empty_stream(prompt_text: str | None, **kwargs: Any):
@@ -858,7 +854,7 @@ async def empty_stream(prompt_text: str | None, **kwargs: Any):
         yield FunctionToolResultEvent(RetryPromptPart("retry", tool_name=None))
         yield FunctionToolResultEvent(ToolReturnPart("final_result", "done"))
 
-    cast(Any, agent).run_stream_events = empty_stream
+    cast("Any", agent).run_stream_events = empty_stream
     with pytest.raises(RequestError):
         asyncio.run(
             type(adapter)._run_prompt_with_events(
@@ -867,7 +863,7 @@ async def empty_stream(prompt_text: str | None, **kwargs: Any):
                 prompt_input="stream",
                 run_kwargs={},
                 session=session,
-            )
+            ),
         )
 
 
@@ -911,7 +907,7 @@ async def record_bridge_updates(_session: Any, _agent: Any) -> None:
                 result=_fake_run_result("streamed"),
                 model_override=None,
                 run_output_type=None,
-            )
+            ),
         )
         is None
     )
@@ -921,7 +917,7 @@ async def retry_only_stream(prompt_text: str | None, **kwargs: Any):
         del prompt_text, kwargs
         yield FunctionToolResultEvent(RetryPromptPart("retry", tool_name=None))
 
-    cast(Any, agent).run_stream_events = retry_only_stream
+    cast("Any", agent).run_stream_events = retry_only_stream
     with pytest.raises(RequestError):
         asyncio.run(
             type(adapter)._run_prompt_with_events(
@@ -930,7 +926,7 @@ async def retry_only_stream(prompt_text: str | None, **kwargs: Any):
                 prompt_input="stream",
                 run_kwargs={},
                 session=session,
-            )
+            ),
         )
 
 
@@ -976,7 +972,7 @@ async def record_bridge_updates(_session: Any, _agent: Any) -> None:
             result=_fake_run_result("streamed"),
             model_override=None,
             run_output_type=None,
-        )
+        ),
     )
     assert len(recorded_updates) == 1
 
@@ -1014,7 +1010,7 @@ async def blocking_run_prompt(*, agent: Any, prompt: Any, session: Any) -> Any:
                 prompt=[text_block("Long running task")],
                 session_id=response.session_id,
                 message_id="cancelled-user-message",
-            )
+            ),
         )
         await started.wait()
 
@@ -1052,7 +1048,7 @@ def test_prompt_emits_derived_title_without_session_metadata(tmp_path: Path) ->
             prompt=[text_block("Explain TCP slow start")],
             session_id=session.session_id,
             message_id="title-message",
-        )
+        ),
     )
 
     title_updates = [
@@ -1087,7 +1083,7 @@ async def failing_execute(**kwargs: Any) -> Any:
                 agent=agent,
                 prompt=[text_block("recover")],
                 session=session,
-            )
+            ),
         )
 
     assert adapter._build_run_kwargs(
@@ -1108,12 +1104,12 @@ async def failing_execute(**kwargs: Any) -> Any:
     adapter._config.approval_bridge = None
     assert adapter._build_run_output_type(agent, session=session) is None
     assert adapter._contains_text_output(NativePlanGeneration) is True
-    assert adapter._contains_text_output(cast(Any, _INVALID_TEST_VALUE)) is False
+    assert adapter._contains_text_output(cast("Any", _INVALID_TEST_VALUE)) is False
     assert adapter._contains_native_plan_generation([int, NativePlanGeneration]) is True
     assert adapter._contains_native_plan_generation([int, float]) is False
 
     tool_start_event = PartStartEvent(index=0, part=ToolCallPart("echo", {"text": "hi"}))
-    tool_delta_event = PartDeltaEvent(index=0, delta=cast(Any, _INVALID_TEST_VALUE))
+    tool_delta_event = PartDeltaEvent(index=0, delta=cast("Any", _INVALID_TEST_VALUE))
     assert adapter._text_chunk_from_event(tool_start_event) is None
     assert adapter._text_chunk_from_event(tool_delta_event) is None
     assert (
@@ -1130,7 +1126,7 @@ async def failing_execute(**kwargs: Any) -> Any:
         adapter._prompt_runtime._replace_native_plan_entry(session, index=1, status="completed")
 
     session.plan_entries = [
-        PlanEntry(content="Pending task", priority="low", status="pending").model_dump(mode="json")
+        PlanEntry(content="Pending task", priority="low", status="pending").model_dump(mode="json"),
     ]
     with pytest.raises(RequestError):
         adapter._prompt_runtime._replace_native_plan_entry(session, index=2, status="completed")
@@ -1155,10 +1151,10 @@ async def failing_execute(**kwargs: Any) -> Any:
     )
     tool_adapter._install_native_plan_tools(tool_agent)
     tools = tool_agent._function_toolset.tools
-    get_plan_tool = cast(Any, tools["acp_get_plan"])
-    set_plan_tool = cast(Any, tools["acp_set_plan"])
-    update_plan_tool = cast(Any, tools["acp_update_plan_entry"])
-    mark_done_tool = cast(Any, tools["acp_mark_plan_done"])
+    get_plan_tool = cast("Any", tools["acp_get_plan"])
+    set_plan_tool = cast("Any", tools["acp_set_plan"])
+    update_plan_tool = cast("Any", tools["acp_update_plan_entry"])
+    mark_done_tool = cast("Any", tools["acp_mark_plan_done"])
 
     session.config_values["mode"] = "ask"
     assert get_plan_tool.prepare(None, get_plan_tool.function_schema) is None
@@ -1172,7 +1168,7 @@ async def retry_and_output_stream(prompt_text: str | None, **kwargs: Any):
         yield FunctionToolResultEvent(RetryPromptPart("retry", tool_name="output"))
         yield FunctionToolResultEvent(ToolReturnPart("final_result", "done"))
 
-    cast(Any, agent).run_stream_events = retry_and_output_stream
+    cast("Any", agent).run_stream_events = retry_and_output_stream
     with pytest.raises(RequestError):
         asyncio.run(
             type(adapter)._run_prompt_with_events(
@@ -1181,7 +1177,7 @@ async def retry_and_output_stream(prompt_text: str | None, **kwargs: Any):
                 prompt_input="stream",
                 run_kwargs={},
                 session=session,
-            )
+            ),
         )
 
 
@@ -1203,8 +1199,8 @@ def test_native_plan_additional_instructions_append_without_replacing_core_guida
 
     session.plan_entries = [
         PlanEntry(content="Inspect repo", priority="medium", status="pending").model_dump(
-            mode="json"
-        )
+            mode="json",
+        ),
     ]
 
     rendered = adapter._format_native_plan(session)
@@ -1233,9 +1229,9 @@ def test_native_plan_runtime_covers_empty_state_and_markdown_only_paths(
                             description="Structured plan mode.",
                             prepare_func=lambda ctx, tool_defs: list(tool_defs),
                             plan_mode=True,
-                        )
+                        ),
                     ],
-                )
+                ),
             ],
             native_plan_additional_instructions="Keep the plan reviewable.",
             session_store=MemorySessionStore(),
@@ -1280,9 +1276,9 @@ def test_native_plan_tool_prepare_paths_cover_transient_session_loss(
                             description="Execution mode with plan progress tools.",
                             prepare_func=lambda ctx, tool_defs: list(tool_defs),
                             plan_tools=True,
-                        )
+                        ),
                     ],
-                )
+                ),
             ],
             session_store=MemorySessionStore(),
         ),
@@ -1291,8 +1287,8 @@ def test_native_plan_tool_prepare_paths_cover_transient_session_loss(
     session = _stored_session(tool_adapter, response.session_id)
     tool_adapter._install_native_plan_tools(tool_agent)
     tools = tool_agent._function_toolset.tools
-    set_plan_tool = cast(Any, tools["acp_set_plan"])
-    update_plan_tool = cast(Any, tools["acp_update_plan_entry"])
+    set_plan_tool = cast("Any", tools["acp_set_plan"])
+    update_plan_tool = cast("Any", tools["acp_update_plan_entry"])
 
     calls = {"count": 0}
 
@@ -1340,7 +1336,7 @@ def get_prompt_model_override(self, session, agent, prompt, model_override):
                 ImageContentBlock(type="image", data="aGVsbG8=", mime_type="image/png"),
             ],
             model_override="openrouter:google/gemini-3-flash-preview",
-        )
+        ),
     )
 
     assert resolved_override == "google-gla:gemini-3-flash-preview"
@@ -1354,8 +1350,8 @@ def test_workspace_prompt_model_provider_prefers_explicit_media_override_for_ima
     monkeypatch.setenv("MODEL_NAME", "openrouter:google/gemini-3-flash-preview")
 
     provider = TravelPromptModelProvider()
-    session = cast(Any, object())
-    agent = cast(Any, object())
+    session = cast("Any", object())
+    agent = cast("Any", object())
 
     resolved_override = provider.get_prompt_model_override(
         session,
@@ -1481,7 +1477,7 @@ def fake_supports_native_plan_state(s: Any) -> bool:
             agent,
             model_selection_state=None,
             mode_state=None,
-        )
+        ),
     ) == ["cfg"]
     assert asyncio.run(adapter._get_mode_state(session, agent)) == "mode"
     assert asyncio.run(adapter._get_provider_config_options(session, agent)) == ["opt"]
@@ -1517,14 +1513,22 @@ def fake_supports_native_plan_progress(s: Any) -> bool:
         return True
 
     async def fake_persist_external_plan_state(
-        session: Any, *, agent: Any, entries: Any, plan_markdown: Any
+        session: Any,
+        *,
+        agent: Any,
+        entries: Any,
+        plan_markdown: Any,
     ) -> None:
         native_plan_calls.append(
-            ("persist_external", (session, agent, list(entries), plan_markdown))
+            ("persist_external", (session, agent, list(entries), plan_markdown)),
         )
 
     async def fake_persist_native_plan_state(
-        session: Any, *, agent: Any, entries: Any, plan_markdown: Any
+        session: Any,
+        *,
+        agent: Any,
+        entries: Any,
+        plan_markdown: Any,
     ) -> None:
         native_plan_calls.append(("persist_native", (session, agent, list(entries), plan_markdown)))
 
@@ -1550,7 +1554,7 @@ async def fake_persist_native_plan_state(
             agent=agent,
             entries=entries,
             plan_markdown="# External",
-        )
+        ),
     )
     asyncio.run(
         adapter._prompt_runtime._persist_native_plan_state(
@@ -1558,7 +1562,7 @@ async def fake_persist_native_plan_state(
             agent=agent,
             entries=entries,
             plan_markdown="# Native",
-        )
+        ),
     )
     assert [call[0] for call in native_plan_calls] == [
         "supports_progress",
@@ -1567,7 +1571,7 @@ async def fake_persist_native_plan_state(
     ]
 
     prompt_model_runtime = adapter._prompt_runtime._model_runtime
-    deferred_agent = cast(Any, SimpleNamespace(output_type=DeferredToolRequests))
+    deferred_agent = cast("Any", SimpleNamespace(output_type=DeferredToolRequests))
     assert (
         prompt_model_runtime.build_run_output_type(deferred_agent, session=session)
         is DeferredToolRequests
@@ -1608,11 +1612,9 @@ def fail_infer_model(value: Any) -> Any:
 
     async def unavailable_mode(mode_id: str, session_id: str) -> None:
         del mode_id, session_id
-        return None
 
     async def unavailable_config(config_id: str, session_id: str, value: Any) -> None:
         del config_id, session_id, value
-        return None
 
     adapter._session_runtime.set_session_mode = unavailable_mode
     adapter._session_runtime.set_config_option = unavailable_config
@@ -1629,7 +1631,7 @@ async def fake_mode_state(*args: Any, **kwargs: Any) -> ModeState:
                 argument=None,
                 session=session,
                 agent=agent,
-            )
+            ),
         )
         == "Mode `plan` is unavailable"
     )
@@ -1640,7 +1642,7 @@ async def fake_mode_state(*args: Any, **kwargs: Any) -> ModeState:
                 argument="high",
                 session=session,
                 agent=agent,
-            )
+            ),
         )
         == "Thinking effort is unavailable or invalid"
     )
@@ -1654,7 +1656,9 @@ async def fake_mode_state(*args: Any, **kwargs: Any) -> ModeState:
     assert session.config_values["model"] == "test"
 
     monkeypatch.setattr(
-        adapter._session_runtime, "_resolve_model_id_from_value", lambda value: None
+        adapter._session_runtime,
+        "_resolve_model_id_from_value",
+        lambda value: None,
     )
     assign_model(agent, "restored-model")
     session.session_model_id = "restored-model"
@@ -1673,7 +1677,7 @@ async def fake_mode_state(*args: Any, **kwargs: Any) -> ModeState:
                 agent,
                 "flag",
                 True,
-            )
+            ),
         )
         is False
     )
@@ -1698,7 +1702,7 @@ async def fake_mode_state(*args: Any, **kwargs: Any) -> ModeState:
         session_surface_runtime.require_model_option("missing-model")
 
     adapter._config.available_models = [
-        AdapterModel(model_id="raw-model", name="Raw Model", override=cast(Any, agent.model))
+        AdapterModel(model_id="raw-model", name="Raw Model", override=cast("Any", agent.model)),
     ]
     assert session_surface_runtime.require_model_option("raw-model").model_id == "raw-model"
 
@@ -1722,13 +1726,12 @@ async def fake_mode_state(*args: Any, **kwargs: Any) -> ModeState:
             emit_current_mode=True,
             emit_plan=False,
             emit_session_info=False,
-        )
+        ),
     )
     assert client.updates == []
 
     async def no_model_selection_state(*args: Any, **kwargs: Any) -> None:
         del args, kwargs
-        return None
 
     monkeypatch.setattr(
         session_surface_runtime,
@@ -1759,7 +1762,7 @@ def test_adapter_prompt_handler_covers_prompt_response_and_no_current_task(
         config=AdapterConfig(session_store=MemorySessionStore()),
     )
     session_response = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
-    handler = cast(Any, adapter)._adapter_prompt
+    handler = cast("Any", adapter)._adapter_prompt
 
     adapter_prompt_module = importlib.import_module("pydantic_acp.runtime._adapter_prompt")
     monkeypatch.setattr(adapter_prompt_module.asyncio, "current_task", lambda: None)
@@ -1774,16 +1777,16 @@ async def fake_run_prompt(**kwargs: Any) -> PromptResponse:
             [text_block("hello")],
             session_response.session_id,
             message_id="prompt-msg",
-        )
+        ),
     )
     assert response.user_message_id == "prompt-msg"
-    assert cast(Any, adapter)._active_prompt_tasks == {}
+    assert cast("Any", adapter)._active_prompt_tasks == {}
 
     cancelled = asyncio.run(
         handler._handle_cancelled_prompt(
             session=_stored_session(adapter, session_response.session_id),
             prompt_text="cancel me",
-        )
+        ),
     )
     assert cancelled.stop_reason == "cancelled"
 
@@ -1803,7 +1806,7 @@ def test_unknown_slash_command_falls_through_to_prompt_execution(
         adapter.prompt(
             prompt=[text_block("/unknown keep going")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["continued after slash"]
@@ -1815,11 +1818,9 @@ def test_adapter_public_setters_cover_none_provider_and_mode_paths(
     class EmptyModelsProvider:
         def set_model(self, session, agent, model_id):
             del session, agent, model_id
-            return None
 
         def get_model_state(self, session, agent):
             del session, agent
-            return None
 
     class ReviewModesProvider:
         def get_mode_state(self, session, agent):
diff --git a/tests/pydantic/test_approvals.py b/tests/pydantic/test_approvals.py
index 635f2c2..cdddd79 100644
--- a/tests/pydantic/test_approvals.py
+++ b/tests/pydantic/test_approvals.py
@@ -163,7 +163,7 @@ def dangerous(ctx: RunContext[None], path: str) -> str:
     assert tool_updates[1].status == "failed"
     assert tool_updates[1].raw_output == "Permission request cancelled."
 
-    stored_session = cast(Any, adapter)._config.session_store.get(new_session_response.session_id)
+    stored_session = cast("Any", adapter)._config.session_store.get(new_session_response.session_id)
     assert stored_session is not None
     message_history = load_message_history(stored_session.message_history_json)
     assert not any(
@@ -197,8 +197,8 @@ def route_failing_tool(
                                 "dangerous",
                                 {"path": "boom.txt"},
                                 tool_call_id="dangerous-call",
-                            )
-                        ]
+                            ),
+                        ],
                     )
         raise AssertionError("expected the failing tool call to be requested")  # pragma: no cover
 
@@ -220,7 +220,7 @@ def dangerous(ctx: RunContext[None], path: str) -> str:
     adapter.on_connect(client)
 
     session_response = await adapter.new_session(cwd=str(tmp_path), mcp_servers=[])
-    stored_session = cast(Any, adapter)._config.session_store.get(session_response.session_id)
+    stored_session = cast("Any", adapter)._config.session_store.get(session_response.session_id)
     assert stored_session is not None
     stored_session.message_history_json = dump_message_history(
         [
@@ -231,13 +231,13 @@ def dangerous(ctx: RunContext[None], path: str) -> str:
                         "dangling_tool",
                         {"path": "a"},
                         tool_call_id="call-1",
-                    )
+                    ),
                 ],
                 model_name="test",
             ),
-        ]
+        ],
     )
-    cast(Any, adapter)._config.session_store.save(stored_session)
+    cast("Any", adapter)._config.session_store.save(stored_session)
 
     with pytest.raises(RuntimeError, match="tool exploded"):
         await adapter.prompt(
@@ -245,7 +245,7 @@ def dangerous(ctx: RunContext[None], path: str) -> str:
             session_id=session_response.session_id,
         )
 
-    updated_session = cast(Any, adapter)._config.session_store.get(session_response.session_id)
+    updated_session = cast("Any", adapter)._config.session_store.get(session_response.session_id)
     assert updated_session is not None
     message_history = load_message_history(updated_session.message_history_json)
     assert not any(
@@ -486,7 +486,8 @@ def set_policy(
             raise AssertionError("remembered policy should not be rewritten")
 
         def export_state(
-            self, session: AcpSessionContext
+            self,
+            session: AcpSessionContext,
         ) -> dict[str, JsonValue]:  # pragma: no cover
             del session
             raise AssertionError("export_state is metadata-only, not live approval lookup")
diff --git a/tests/pydantic/test_bridge_builder.py b/tests/pydantic/test_bridge_builder.py
index 242eace..57e83c0 100644
--- a/tests/pydantic/test_bridge_builder.py
+++ b/tests/pydantic/test_bridge_builder.py
@@ -75,14 +75,14 @@ def review_tools(
                 name="Repo MCP",
                 transport="http",
                 tool_prefix="mcp.",
-            )
+            ),
         ],
         tools=[
             McpToolDefinition(
                 tool_name="mcp.search_repo",
                 server_id="repo",
                 kind="search",
-            )
+            ),
         ],
     )
     bridges = [hook_bridge, history_bridge, prepare_bridge, mcp_bridge]
@@ -125,7 +125,7 @@ def search_repo(query: str) -> str:
     assert session.modes.current_mode_id == "chat"
 
     set_mode_response = asyncio.run(
-        adapter.set_session_mode(mode_id="review", session_id=session.session_id)
+        adapter.set_session_mode(mode_id="review", session_id=session.session_id),
     )
 
     assert set_mode_response is not None
@@ -135,7 +135,7 @@ def search_repo(query: str) -> str:
         adapter.prompt(
             prompt=[text_block("Search the repo.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert prompt_response.stop_reason == "end_turn"
@@ -199,7 +199,7 @@ def search_repo(query: str) -> str:
             "after_output_process",
             "on_output_process_error",
             "handle_deferred_tool_calls",
-        ]
+        ],
     }
     assert metadata["history_processors"] == {"processors": ["trim_history"]}
     assert metadata["mcp"] == {
@@ -212,7 +212,7 @@ def search_repo(query: str) -> str:
                 "tool_prefix": "mcp.",
                 "transport": "http",
                 "url": None,
-            }
+            },
         ],
     }
     assert metadata["prepare_tools"] == {
@@ -297,7 +297,7 @@ def factory(session: AcpSessionContext) -> Agent[None, str]:
         adapter.prompt(
             prompt=[text_block("Use contextual history.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert prompt_response.stop_reason == "end_turn"
diff --git a/tests/pydantic/test_bridge_capability_support.py b/tests/pydantic/test_bridge_capability_support.py
index ebfd9bb..16fd760 100644
--- a/tests/pydantic/test_bridge_capability_support.py
+++ b/tests/pydantic/test_bridge_capability_support.py
@@ -68,9 +68,9 @@ def _install_fake_harness_modules(monkeypatch: pytest.MonkeyPatch) -> None:
     shell_module = ModuleType("pydantic_ai_harness.shell")
     code_mode_module = ModuleType("pydantic_ai_harness.code_mode")
 
-    cast(Any, filesystem_module).FileSystem = _FakeHarnessCapability
-    cast(Any, shell_module).Shell = _FakeHarnessCapability
-    cast(Any, code_mode_module).CodeMode = _FakeHarnessCapability
+    cast("Any", filesystem_module).FileSystem = _FakeHarnessCapability
+    cast("Any", shell_module).Shell = _FakeHarnessCapability
+    cast("Any", code_mode_module).CodeMode = _FakeHarnessCapability
 
     monkeypatch.setitem(sys.modules, "pydantic_ai_harness", harness_module)
     monkeypatch.setitem(sys.modules, "pydantic_ai_harness.filesystem", filesystem_module)
@@ -105,7 +105,7 @@ def _write_mcp_stdio_server_script(path: Path) -> None:
                 'if __name__ == "__main__":',
                 '    mcp.run("stdio")',
                 "",
-            )
+            ),
         ),
         encoding="utf-8",
     )
@@ -130,7 +130,7 @@ def _build_mcp_stdio_test_env(
             (
                 *python_path_entries,
                 *([existing_pythonpath] if existing_pythonpath else []),
-            )
+            ),
         )
         mcp_env["PYTHONPATH"] = combined_pythonpath
     return python_executable, mcp_env
@@ -166,7 +166,7 @@ def test_harness_filesystem_bridge_builds_capability_and_metadata(
         "protected_patterns": [".git/*", ".env"],
     }
     assert isinstance(bridge.get_projection_maps()[0], HarnessFileSystemProjectionMap)
-    assert bridge.get_session_metadata(session, cast(Any, object())) == {
+    assert bridge.get_session_metadata(session, cast("Any", object())) == {
         "allowed_patterns": ["src/**"],
         "denied_patterns": ["*.secret"],
         "max_find_results": 7,
@@ -226,7 +226,7 @@ def test_harness_shell_bridge_builds_capability_and_metadata(
         "denied_commands": ["rm"],
     }
     assert isinstance(bridge.get_projection_maps()[0], HarnessShellProjectionMap)
-    assert bridge.get_session_metadata(session, cast(Any, object())) == {
+    assert bridge.get_session_metadata(session, cast("Any", object())) == {
         "allow_interactive": True,
         "allowed_commands": ["git", "pytest"],
         "cwd": "/workspace",
@@ -285,7 +285,7 @@ def test_harness_code_mode_bridge_builds_capability_and_metadata(
         "dynamic_catalog": True,
     }
     assert isinstance(bridge.get_projection_maps()[0], HarnessCodeModeProjectionMap)
-    assert bridge.get_session_metadata(session, cast(Any, object())) == {
+    assert bridge.get_session_metadata(session, cast("Any", object())) == {
         "dynamic_catalog": True,
         "has_mount": True,
         "has_os_access": True,
@@ -344,16 +344,16 @@ def test_harness_bridge_projection_maps_are_added_to_adapter_config(
         ),
     )
 
-    config = cast(Any, adapter)._config
+    config = cast("Any", adapter)._config
     projection_map_types = {type(projection_map) for projection_map in config.projection_maps}
     assert HarnessFileSystemProjectionMap in projection_map_types
     assert HarnessShellProjectionMap in projection_map_types
     assert HarnessCodeModeProjectionMap in projection_map_types
 
-    classifier = cast(Any, adapter)._tool_classifier
-    assert cast(ToolKind, classifier.classify("read_file")) == "read"
-    assert cast(ToolKind, classifier.classify("run_command")) == "execute"
-    assert cast(ToolKind, classifier.classify("run_code")) == "execute"
+    classifier = cast("Any", adapter)._tool_classifier
+    assert cast("ToolKind", classifier.classify("read_file")) == "read"
+    assert cast("ToolKind", classifier.classify("run_command")) == "execute"
+    assert cast("ToolKind", classifier.classify("run_code")) == "execute"
 
 
 def test_thread_executor_bridge_runs_sync_tools_on_configured_executor(
@@ -396,7 +396,7 @@ def check_thread() -> str:
             adapter.prompt(
                 prompt=[text_block("Check the thread executor.")],
                 session_id=session.session_id,
-            )
+            ),
         )
 
         assert response.stop_reason == "end_turn"
@@ -454,7 +454,7 @@ def tool_b(x: str) -> str:
         adapter.prompt(
             prompt=[text_block("Inspect the available tools.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn"
@@ -507,7 +507,7 @@ def tool_b(x: str) -> str:
         adapter.prompt(
             prompt=[text_block("Inspect the available tools.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn"
@@ -604,7 +604,7 @@ def prefixed_factory(session: AcpSessionContext) -> Agent[None, str]:
                 PrefixToolsBridge(
                     wrapped=Toolset(toolset=prefixed_toolset),
                     prefix="repo",
-                )
+                ),
             ],
         )
         contributions = builder.build()
@@ -622,12 +622,12 @@ def prefixed_factory(session: AcpSessionContext) -> Agent[None, str]:
         plain_adapter.prompt(
             prompt=[text_block("Inspect tools.")],
             session_id=plain_session.session_id,
-        )
+        ),
     )
     assert plain_response.stop_reason == "end_turn"
     assert plain_model.last_model_request_parameters is not None
     assert [tool.name for tool in plain_model.last_model_request_parameters.function_tools] == [
-        "lookup"
+        "lookup",
     ]
 
     prefixed_adapter = create_acp_agent(
@@ -639,12 +639,12 @@ def prefixed_factory(session: AcpSessionContext) -> Agent[None, str]:
         prefixed_adapter.prompt(
             prompt=[text_block("Inspect prefixed tools.")],
             session_id=prefixed_session.session_id,
-        )
+        ),
     )
     assert prefixed_response.stop_reason == "end_turn"
     assert prefixed_model.last_model_request_parameters is not None
     assert [tool.name for tool in prefixed_model.last_model_request_parameters.function_tools] == [
-        "repo_search"
+        "repo_search",
     ]
 
 
@@ -675,7 +675,7 @@ def factory(session: AcpSessionContext) -> Agent[None, str]:
         adapter.prompt(
             prompt=[text_block("Inspect toolset instructions.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn"
@@ -717,7 +717,7 @@ def ping() -> str:
         adapter.prompt(
             prompt=[text_block("Inspect MCP instructions.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn" and "Be a helpful assistant." in "".join(
@@ -744,7 +744,7 @@ def test_mcp_stdio_test_helpers_cover_script_and_env_fallbacks(tmp_path: Path) -
     )
     assert existing_python == str(existing_executable)
     assert existing_env["PYTHONPATH"] == os.pathsep.join(
-        ("/repo/src", "/repo/tests", "/already/set")
+        ("/repo/src", "/repo/tests", "/already/set"),
     )
 
     missing_python, missing_env = _build_mcp_stdio_test_env(
@@ -782,7 +782,7 @@ def test_capability_bridge_helper_and_metadata_edge_paths(
         id="repo-server",
         headers={"authorization": "Bearer x"},
     )
-    toolset_bridge = ToolsetBridge(toolset=cast(Any, SimpleNamespace(id=object())))
+    toolset_bridge = ToolsetBridge(toolset=cast("Any", SimpleNamespace(id=object())))
     prefix_bridge = PrefixToolsBridge(wrapped=Toolset(toolset=FunctionToolset()), prefix="repo")
     openai_bridge = OpenAICompactionBridge(message_count_threshold=4, instructions="compact")
     anthropic_bridge = AnthropicCompactionBridge(
@@ -794,8 +794,8 @@ def test_capability_bridge_helper_and_metadata_edge_paths(
     assert _resolve_mcp_server_id("https://example.com/tools/sse", "explicit-id") == "explicit-id"
     assert _resolve_mcp_server_id("https://example.com/", None) == "example.com"
     assert _resolve_mcp_server_id("urn:acpkit", None) == "acpkit"
-    assert _json_user_location(cast(Any, {"city": "Istanbul", "ignored": object()})) == {
-        "city": "Istanbul"
+    assert _json_user_location(cast("Any", {"city": "Istanbul", "ignored": object()})) == {
+        "city": "Istanbul",
     }
 
     assert len(image_bridge.build_agent_capabilities(session)) == 1
@@ -966,7 +966,7 @@ def test_openai_compaction_bridge_records_visible_start_and_completion() -> None
         instructions="Compact aggressively.",
     )
     capability = bridge.build_capability(session)
-    fake_model = cast(Any, object.__new__(_FakeOpenAIResponsesModel))
+    fake_model = cast("Any", object.__new__(_FakeOpenAIResponsesModel))
     request_context = ModelRequestContext(
         model=fake_model,
         messages=[
@@ -974,14 +974,14 @@ def test_openai_compaction_bridge_records_visible_start_and_completion() -> None
             ModelRequest(parts=[UserPromptPart(content="new")]),
         ],
         model_settings=None,
-        model_request_parameters=cast(Any, SimpleNamespace()),
+        model_request_parameters=cast("Any", SimpleNamespace()),
     )
 
     updated_context = asyncio.run(
         capability.before_model_request(
-            cast(Any, SimpleNamespace()),
+            cast("Any", SimpleNamespace()),
             request_context,
-        )
+        ),
     )
 
     assert len(updated_context.messages) == 2
@@ -1007,7 +1007,7 @@ def test_openai_compaction_bridge_records_visible_start_and_completion() -> None
             "Status: history compacted",
             "Compaction payload stored for round-trip.",
             "Compaction id: cmp-123",
-        )
+        ),
     )
 
 
@@ -1022,7 +1022,7 @@ async def compact_messages(
         from pydantic_ai import CompactionPart
 
         return ModelResponse(
-            parts=[CompactionPart(id="cmp-123", provider_name="openai", provider_details={})]
+            parts=[CompactionPart(id="cmp-123", provider_name="openai", provider_details={})],
         )
 
 
@@ -1091,16 +1091,16 @@ def test_openai_compaction_helpers_cover_trigger_threshold_and_missing_parts() -
     )
 
     request_context = ModelRequestContext(
-        model=cast(Any, object.__new__(_FakeOpenAIResponsesModel)),
+        model=cast("Any", object.__new__(_FakeOpenAIResponsesModel)),
         messages=[
             ModelRequest(parts=[UserPromptPart(content="prompt")]),
             ModelResponse(parts=[]),
             ModelResponse(
-                parts=[CompactionPart(id=None, provider_name="openai", provider_details={})]
+                parts=[CompactionPart(id=None, provider_name="openai", provider_details={})],
             ),
         ],
         model_settings=None,
-        model_request_parameters=cast(Any, SimpleNamespace()),
+        model_request_parameters=cast("Any", SimpleNamespace()),
     )
 
     compacted_part = _extract_compaction_part(request_context.messages)
@@ -1111,7 +1111,7 @@ def test_openai_compaction_helpers_cover_trigger_threshold_and_missing_parts() -
             "Provider: openai",
             "Status: history compacted",
             "Compaction payload stored for round-trip.",
-        )
+        ),
     )
 
     assert (
@@ -1128,9 +1128,9 @@ def test_openai_compaction_helpers_cover_trigger_threshold_and_missing_parts() -
                             provider_name="openai",
                             provider_details={},
                         ),
-                    ]
-                )
-            ]
+                    ],
+                ),
+            ],
         )
         is not None
     )
@@ -1146,20 +1146,20 @@ def test_openai_compaction_bridge_skips_when_not_needed_and_records_failures() -
     skipped_bridge = OpenAICompactionBridge(message_count_threshold=5)
     skipped_capability = skipped_bridge.build_capability(session)
     skipped_context = ModelRequestContext(
-        model=cast(Any, object.__new__(_FakeOpenAIResponsesModel)),
+        model=cast("Any", object.__new__(_FakeOpenAIResponsesModel)),
         messages=[
             ModelRequest(parts=[UserPromptPart(content="old")]),
             ModelRequest(parts=[UserPromptPart(content="new")]),
         ],
         model_settings=None,
-        model_request_parameters=cast(Any, SimpleNamespace()),
+        model_request_parameters=cast("Any", SimpleNamespace()),
     )
 
     unchanged_context = asyncio.run(
         skipped_capability.before_model_request(
-            cast(Any, SimpleNamespace()),
+            cast("Any", SimpleNamespace()),
             skipped_context,
-        )
+        ),
     )
 
     assert unchanged_context is skipped_context
@@ -1171,21 +1171,21 @@ def test_openai_compaction_bridge_skips_when_not_needed_and_records_failures() -
     )
     failing_capability = failing_bridge.build_capability(session)
     failing_context = ModelRequestContext(
-        model=cast(Any, object.__new__(_FailingOpenAIResponsesModel)),
+        model=cast("Any", object.__new__(_FailingOpenAIResponsesModel)),
         messages=[
             ModelRequest(parts=[UserPromptPart(content="old")]),
             ModelRequest(parts=[UserPromptPart(content="new")]),
         ],
         model_settings=None,
-        model_request_parameters=cast(Any, SimpleNamespace()),
+        model_request_parameters=cast("Any", SimpleNamespace()),
     )
 
     with pytest.raises(RuntimeError, match="boom"):
         asyncio.run(
             failing_capability.before_model_request(
-                cast(Any, SimpleNamespace()),
+                cast("Any", SimpleNamespace()),
                 failing_context,
-            )
+            ),
         )
 
     updates = failing_bridge.drain_updates(session, Agent(TestModel()))
diff --git a/tests/pydantic/test_bridge_hooks.py b/tests/pydantic/test_bridge_hooks.py
index 7ba91be..ad97a53 100644
--- a/tests/pydantic/test_bridge_hooks.py
+++ b/tests/pydantic/test_bridge_hooks.py
@@ -60,56 +60,56 @@ async def fail_execute(args: Any) -> Any:
         raise RuntimeError("execute failed")
 
     with pytest.raises(RuntimeError, match="run failed"):
-        asyncio.run(registry["wrap_run"][0].func(cast(Any, None), handler=fail_run))
+        asyncio.run(registry["wrap_run"][0].func(cast("Any", None), handler=fail_run))
     with pytest.raises(RuntimeError, match="run direct"):
         asyncio.run(
-            registry["on_run_error"][0].func(cast(Any, None), error=RuntimeError("run direct"))
+            registry["on_run_error"][0].func(cast("Any", None), error=RuntimeError("run direct")),
         )
     with pytest.raises(RuntimeError, match="node failed"):
         asyncio.run(
             registry["wrap_node_run"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 node=_HOOK_CONTEXT,
                 handler=fail_node,
-            )
+            ),
         )
     with pytest.raises(RuntimeError, match="model failed"):
         asyncio.run(
             registry["wrap_model_request"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 request_context=_HOOK_CONTEXT,
                 handler=fail_model,
-            )
+            ),
         )
     with pytest.raises(RuntimeError, match="validate failed"):
         asyncio.run(
             registry["wrap_tool_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 handler=fail_validate,
-            )
+            ),
         )
     with pytest.raises(RuntimeError, match="execute failed"):
         asyncio.run(
             registry["wrap_tool_execute"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 handler=fail_execute,
-            )
+            ),
         )
     with pytest.raises(RuntimeError, match="execute direct"):
         asyncio.run(
             registry["on_tool_execute_error"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 error=RuntimeError("execute direct"),
-            )
+            ),
         )
 
     updates = bridge.drain_updates(session, Agent(TestModel(custom_output_text="unused")))
@@ -145,7 +145,7 @@ def test_hook_bridge_success_paths_and_disabled_metadata() -> None:
     response = ModelResponse(parts=[])
 
     async def ok_run() -> Any:
-        return cast(Any, "run-result")
+        return cast("Any", "run-result")
 
     async def ok_node(node: Any) -> Any:
         return node
@@ -168,126 +168,128 @@ async def fail_output(output: Any) -> Any:
         raise RuntimeError("output failed")
 
     async def event_stream():
-        yield cast(Any, SimpleNamespace(event_kind="demo_event"))
+        yield cast("Any", SimpleNamespace(event_kind="demo_event"))
 
-    request_context = cast(Any, SimpleNamespace(messages=[1, 2]))
-    assert asyncio.run(registry["before_run"][0].func(cast(Any, None))) is None
+    request_context = cast("Any", SimpleNamespace(messages=[1, 2]))
+    assert asyncio.run(registry["before_run"][0].func(cast("Any", None))) is None
     assert (
-        asyncio.run(registry["wrap_run"][0].func(cast(Any, None), handler=ok_run)) == "run-result"
+        asyncio.run(registry["wrap_run"][0].func(cast("Any", None), handler=ok_run)) == "run-result"
     )
     assert (
-        asyncio.run(registry["after_run"][0].func(cast(Any, None), result=cast(Any, "done")))
+        asyncio.run(registry["after_run"][0].func(cast("Any", None), result=cast("Any", "done")))
         == "done"
     )
     assert (
-        asyncio.run(registry["before_node_run"][0].func(cast(Any, None), node=tool_call))
+        asyncio.run(registry["before_node_run"][0].func(cast("Any", None), node=tool_call))
         is tool_call
     )
     assert (
         asyncio.run(
             registry["after_node_run"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 node=tool_call,
-                result=cast(Any, "node-result"),
-            )
+                result=cast("Any", "node-result"),
+            ),
         )
         == "node-result"
     )
     assert (
         asyncio.run(
             registry["wrap_node_run"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 node=tool_call,
                 handler=ok_node,
-            )
+            ),
         )
         is tool_call
     )
     assert (
-        asyncio.run(registry["_on_event"][0].func(cast(Any, None), cast(Any, tool_call)))
+        asyncio.run(registry["_on_event"][0].func(cast("Any", None), cast("Any", tool_call)))
         is tool_call
     )
     wrapped_stream = registry["wrap_run_event_stream"][0].func(
-        cast(Any, None),
+        cast("Any", None),
         stream=event_stream(),
     )
     assert asyncio.run(wrapped_stream.__anext__()).event_kind == "demo_event"
     assert (
-        asyncio.run(registry["before_model_request"][0].func(cast(Any, None), request_context))
+        asyncio.run(registry["before_model_request"][0].func(cast("Any", None), request_context))
         is request_context
     )
     assert (
         asyncio.run(
             registry["wrap_model_request"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 request_context=request_context,
                 handler=ok_model,
-            )
+            ),
         )
         is response
     )
     assert (
         asyncio.run(
             registry["after_model_request"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 request_context=request_context,
                 response=response,
-            )
+            ),
         )
         is response
     )
-    assert asyncio.run(registry["prepare_tools"][0].func(cast(Any, None), [tool_def])) == [tool_def]
+    assert asyncio.run(registry["prepare_tools"][0].func(cast("Any", None), [tool_def])) == [
+        tool_def,
+    ]
     assert asyncio.run(
         registry["before_tool_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         registry["after_tool_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         registry["wrap_tool_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
             handler=ok_validate,
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         registry["before_tool_execute"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         registry["wrap_tool_execute"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
             handler=ok_execute,
-        )
+        ),
     ) == {"ok": "hello"}
     assert (
         asyncio.run(
             registry["after_tool_execute"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 result="done",
-            )
+            ),
         )
         == "done"
     )
@@ -328,153 +330,156 @@ async def event_stream():
     partially_disabled.record_tool_validation = False
     partially_disabled.record_tool_execution = False
 
-    assert asyncio.run(partially_registry["before_run"][0].func(cast(Any, None))) is None
+    assert asyncio.run(partially_registry["before_run"][0].func(cast("Any", None))) is None
     assert (
-        asyncio.run(partially_registry["before_node_run"][0].func(cast(Any, None), node=tool_call))
+        asyncio.run(
+            partially_registry["before_node_run"][0].func(cast("Any", None), node=tool_call),
+        )
         is tool_call
     )
     assert (
         asyncio.run(
             partially_registry["_on_event"][0].func(
-                cast(Any, None), cast(Any, SimpleNamespace(event_kind="silent"))
-            )
+                cast("Any", None),
+                cast("Any", SimpleNamespace(event_kind="silent")),
+            ),
         ).event_kind
         == "silent"
     )
     assert (
         asyncio.run(
-            partially_registry["before_model_request"][0].func(cast(Any, None), request_context)
+            partially_registry["before_model_request"][0].func(cast("Any", None), request_context),
         )
         is request_context
     )
     assert asyncio.run(
-        partially_registry["prepare_tools"][0].func(cast(Any, None), [tool_def])
+        partially_registry["prepare_tools"][0].func(cast("Any", None), [tool_def]),
     ) == [tool_def]
     assert asyncio.run(
-        partially_registry["prepare_output_tools"][0].func(cast(Any, None), [tool_def])
+        partially_registry["prepare_output_tools"][0].func(cast("Any", None), [tool_def]),
     ) == [tool_def]
     assert (
         asyncio.run(
             partially_registry["before_output_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
-            )
+            ),
         )
         == "raw"
     )
     assert (
         asyncio.run(
             partially_registry["wrap_output_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 handler=ok_output,
-            )
+            ),
         )
         == "raw"
     )
     with pytest.raises(RuntimeError, match="output failed"):
         asyncio.run(
             partially_registry["wrap_output_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 handler=fail_output,
-            )
+            ),
         )
     assert (
         asyncio.run(
             partially_registry["after_output_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="checked",
-            )
+            ),
         )
         == "checked"
     )
     with pytest.raises(RuntimeError, match="validate failed"):
         asyncio.run(
             partially_registry["on_output_validate_error"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 error=RuntimeError("validate failed"),
-            )
+            ),
         )
     assert (
         asyncio.run(
             partially_registry["before_output_process"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
-            )
+            ),
         )
         == "raw"
     )
     assert (
         asyncio.run(
             partially_registry["wrap_output_process"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 handler=ok_output,
-            )
+            ),
         )
         == "raw"
     )
     with pytest.raises(RuntimeError, match="output failed"):
         asyncio.run(
             partially_registry["wrap_output_process"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 handler=fail_output,
-            )
+            ),
         )
     assert (
         asyncio.run(
             partially_registry["after_output_process"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="processed",
-            )
+            ),
         )
         == "processed"
     )
     with pytest.raises(RuntimeError, match="process failed"):
         asyncio.run(
             partially_registry["on_output_process_error"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 error=RuntimeError("process failed"),
-            )
+            ),
         )
     assert (
         asyncio.run(
             partially_registry["handle_deferred_tool_calls"][0].func(
-                cast(Any, None),
-                requests=cast(Any, None),
-            )
+                cast("Any", None),
+                requests=cast("Any", None),
+            ),
         )
         is None
     )
     assert asyncio.run(
         partially_registry["before_tool_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         partially_registry["before_tool_execute"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert partially_disabled.drain_updates(session, Agent(TestModel())) is None
 
@@ -509,68 +514,68 @@ def test_hook_bridge_records_output_and_deferred_hooks() -> None:
     async def ok_output(output: Any) -> Any:
         return output
 
-    assert asyncio.run(registry["prepare_output_tools"][0].func(cast(Any, None), [tool_def])) == [
-        tool_def
+    assert asyncio.run(registry["prepare_output_tools"][0].func(cast("Any", None), [tool_def])) == [
+        tool_def,
     ]
     assert (
         asyncio.run(
             registry["before_output_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
-            )
+            ),
         )
         == "raw"
     )
     assert (
         asyncio.run(
             registry["wrap_output_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 handler=ok_output,
-            )
+            ),
         )
         == "raw"
     )
     assert asyncio.run(
         registry["after_output_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             output_context=_HOOK_CONTEXT,
             output={"ok": True},
-        )
+        ),
     ) == {"ok": True}
     assert asyncio.run(
         registry["before_output_process"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             output_context=_HOOK_CONTEXT,
             output={"ok": True},
-        )
+        ),
     ) == {"ok": True}
     assert asyncio.run(
         registry["wrap_output_process"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             output_context=_HOOK_CONTEXT,
             output={"ok": True},
             handler=ok_output,
-        )
+        ),
     ) == {"ok": True}
     assert (
         asyncio.run(
             registry["after_output_process"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="done",
-            )
+            ),
         )
         == "done"
     )
     assert (
         asyncio.run(
             registry["handle_deferred_tool_calls"][0].func(
-                cast(Any, None),
-                requests=cast(Any, None),
-            )
+                cast("Any", None),
+                requests=cast("Any", None),
+            ),
         )
         is None
     )
@@ -601,38 +606,38 @@ async def fail_output(output: Any) -> Any:
     with pytest.raises(RuntimeError, match="output failed"):
         asyncio.run(
             registry["wrap_output_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 handler=fail_output,
-            )
+            ),
         )
     with pytest.raises(RuntimeError, match="validate direct"):
         asyncio.run(
             registry["on_output_validate_error"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 error=RuntimeError("validate direct"),
-            )
+            ),
         )
     with pytest.raises(RuntimeError, match="output failed"):
         asyncio.run(
             registry["wrap_output_process"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 handler=fail_output,
-            )
+            ),
         )
     with pytest.raises(RuntimeError, match="process direct"):
         asyncio.run(
             registry["on_output_process_error"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 output_context=_HOOK_CONTEXT,
                 output="raw",
                 error=RuntimeError("process direct"),
-            )
+            ),
         )
 
     updates = bridge.drain_updates(session, Agent(TestModel()))
@@ -662,7 +667,7 @@ def test_hook_bridge_skips_recording_when_flags_are_disabled_after_binding() ->
     registry = capability._registry
     tool_call = ToolCallPart("echo", {"text": "hello"})
     tool_def = ToolDefinition(name="echo")
-    request_context = cast(Any, SimpleNamespace(messages=[1]))
+    request_context = cast("Any", SimpleNamespace(messages=[1]))
     response = ModelResponse(parts=[])
 
     bridge.record_run_lifecycle = False
@@ -674,7 +679,7 @@ def test_hook_bridge_skips_recording_when_flags_are_disabled_after_binding() ->
     bridge.record_tool_execution = False
 
     async def ok_run() -> Any:
-        return cast(Any, "run-result")
+        return cast("Any", "run-result")
 
     async def fail_run() -> Any:
         raise RuntimeError("run failed")
@@ -709,165 +714,170 @@ async def fail_execute(args: Any) -> Any:
         raise RuntimeError("execute failed")
 
     async def event_stream():
-        yield cast(Any, SimpleNamespace(event_kind="demo_event"))
+        yield cast("Any", SimpleNamespace(event_kind="demo_event"))
 
-    assert asyncio.run(registry["before_run"][0].func(cast(Any, None))) is None
+    assert asyncio.run(registry["before_run"][0].func(cast("Any", None))) is None
     assert (
-        asyncio.run(registry["wrap_run"][0].func(cast(Any, None), handler=ok_run)) == "run-result"
+        asyncio.run(registry["wrap_run"][0].func(cast("Any", None), handler=ok_run)) == "run-result"
     )
     with pytest.raises(RuntimeError, match="run failed"):
-        asyncio.run(registry["wrap_run"][0].func(cast(Any, None), handler=fail_run))
-    assert asyncio.run(registry["after_run"][0].func(cast(Any, None), result="done")) == "done"
+        asyncio.run(registry["wrap_run"][0].func(cast("Any", None), handler=fail_run))
+    assert asyncio.run(registry["after_run"][0].func(cast("Any", None), result="done")) == "done"
     with pytest.raises(RuntimeError, match="run direct"):
         asyncio.run(
-            registry["on_run_error"][0].func(cast(Any, None), error=RuntimeError("run direct"))
+            registry["on_run_error"][0].func(cast("Any", None), error=RuntimeError("run direct")),
         )
     assert (
-        asyncio.run(registry["before_node_run"][0].func(cast(Any, None), node=tool_call))
+        asyncio.run(registry["before_node_run"][0].func(cast("Any", None), node=tool_call))
         is tool_call
     )
     assert (
         asyncio.run(
             registry["after_node_run"][0].func(
-                cast(Any, None), node=tool_call, result="node-result"
-            )
+                cast("Any", None),
+                node=tool_call,
+                result="node-result",
+            ),
         )
         == "node-result"
     )
     assert (
         asyncio.run(
-            registry["wrap_node_run"][0].func(cast(Any, None), node=tool_call, handler=ok_node)
+            registry["wrap_node_run"][0].func(cast("Any", None), node=tool_call, handler=ok_node),
         )
         is tool_call
     )
     with pytest.raises(RuntimeError, match="node failed"):
         asyncio.run(
-            registry["wrap_node_run"][0].func(cast(Any, None), node=tool_call, handler=fail_node)
+            registry["wrap_node_run"][0].func(cast("Any", None), node=tool_call, handler=fail_node),
         )
     assert (
-        asyncio.run(registry["_on_event"][0].func(cast(Any, None), cast(Any, tool_call)))
+        asyncio.run(registry["_on_event"][0].func(cast("Any", None), cast("Any", tool_call)))
         is tool_call
     )
     wrapped_stream = registry["wrap_run_event_stream"][0].func(
-        cast(Any, None), stream=event_stream()
+        cast("Any", None),
+        stream=event_stream(),
     )
     assert asyncio.run(wrapped_stream.__anext__()).event_kind == "demo_event"
     assert (
-        asyncio.run(registry["before_model_request"][0].func(cast(Any, None), request_context))
+        asyncio.run(registry["before_model_request"][0].func(cast("Any", None), request_context))
         is request_context
     )
     assert (
         asyncio.run(
             registry["wrap_model_request"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 request_context=request_context,
                 handler=ok_model,
-            )
+            ),
         )
         is response
     )
     with pytest.raises(RuntimeError, match="model failed"):
         asyncio.run(
             registry["wrap_model_request"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 request_context=request_context,
                 handler=fail_model,
-            )
+            ),
         )
     assert (
         asyncio.run(
             registry["after_model_request"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 request_context=request_context,
                 response=response,
-            )
+            ),
         )
         is response
     )
-    assert asyncio.run(registry["prepare_tools"][0].func(cast(Any, None), [tool_def])) == [tool_def]
+    assert asyncio.run(registry["prepare_tools"][0].func(cast("Any", None), [tool_def])) == [
+        tool_def,
+    ]
     assert asyncio.run(
         registry["before_tool_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         registry["after_tool_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         registry["wrap_tool_validate"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
             handler=ok_validate,
-        )
+        ),
     ) == {"text": "hello"}
     with pytest.raises(RuntimeError, match="validate failed"):
         asyncio.run(
             registry["wrap_tool_validate"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 handler=fail_validate,
-            )
+            ),
         )
     assert asyncio.run(
         registry["before_tool_execute"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
-        )
+        ),
     ) == {"text": "hello"}
     assert asyncio.run(
         registry["wrap_tool_execute"][0].func(
-            cast(Any, None),
+            cast("Any", None),
             call=tool_call,
             tool_def=tool_def,
             args={"text": "hello"},
             handler=ok_execute,
-        )
+        ),
     ) == {"ok": "hello"}
     with pytest.raises(RuntimeError, match="execute failed"):
         asyncio.run(
             registry["wrap_tool_execute"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 handler=fail_execute,
-            )
+            ),
         )
     assert (
         asyncio.run(
             registry["after_tool_execute"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 result="done",
-            )
+            ),
         )
         == "done"
     )
     with pytest.raises(RuntimeError, match="execute direct"):
         asyncio.run(
             registry["on_tool_execute_error"][0].func(
-                cast(Any, None),
+                cast("Any", None),
                 call=tool_call,
                 tool_def=tool_def,
                 args={"text": "hello"},
                 error=RuntimeError("execute direct"),
-            )
+            ),
         )
 
     assert bridge.drain_updates(session, Agent(TestModel(custom_output_text="unused"))) is None
diff --git a/tests/pydantic/test_bridge_mcp.py b/tests/pydantic/test_bridge_mcp.py
index 08cce1d..2f2a0b1 100644
--- a/tests/pydantic/test_bridge_mcp.py
+++ b/tests/pydantic/test_bridge_mcp.py
@@ -55,14 +55,14 @@ def test_mcp_bridge_handles_empty_and_prefix_scoped_behaviour() -> None:
                 transport="http",
                 url="https://repo.example/mcp",
                 tool_prefix="mcp.repo.",
-            )
+            ),
         ],
         tools=[
             McpToolDefinition(
                 tool_name="mcp.explicit.search",
                 server_id="repo",
                 kind="search",
-            )
+            ),
         ],
         config_options=[
             SessionConfigOptionBoolean(
@@ -124,7 +124,7 @@ def test_mcp_bridge_tool_scope_and_config_only_metadata() -> None:
                 server_id="docs",
                 name="Docs",
                 transport="sse",
-            )
+            ),
         ],
         config_options=[
             SessionConfigOptionBoolean(
@@ -132,7 +132,7 @@ def test_mcp_bridge_tool_scope_and_config_only_metadata() -> None:
                 name="Enabled",
                 current_value=True,
                 type="boolean",
-            )
+            ),
         ],
     )
 
@@ -153,8 +153,8 @@ def test_mcp_bridge_tool_scope_and_config_only_metadata() -> None:
                 name="Config Only",
                 current_value=False,
                 type="boolean",
-            )
-        ]
+            ),
+        ],
     )
     config_only_metadata = config_only_bridge.get_session_metadata(session, agent)
     assert config_only_metadata == {
@@ -172,7 +172,7 @@ def test_mcp_bridge_tool_scope_and_config_only_metadata() -> None:
                 name="Docs",
                 transport="http",
                 tool_prefix="docs.",
-            )
+            ),
         ],
     )
     assert server_scope_bridge.get_approval_policy_key("docs.search") == "mcp:server:docs"
@@ -185,9 +185,9 @@ def test_mcp_bridge_tool_scope_and_config_only_metadata() -> None:
     assert prefix_fallback_bridge._find_config_option("missing") is None
     assert prefix_fallback_bridge._find_server("missing") is None
     assert prefix_fallback_bridge._sync_config_option(
-        cast(Any, SimpleNamespace(id="other")),
+        cast("Any", SimpleNamespace(id="other")),
         session,
-    ) == cast(Any, SimpleNamespace(id="other"))
+    ) == cast("Any", SimpleNamespace(id="other"))
 
     select_bridge = McpBridge(
         config_options=[
@@ -200,7 +200,7 @@ def test_mcp_bridge_tool_scope_and_config_only_metadata() -> None:
                     SessionConfigSelectOption(name="Docs", value="docs"),
                 ],
                 type="select",
-            )
+            ),
         ],
         servers=[
             McpServerDefinition(
@@ -227,7 +227,7 @@ def test_mcp_bridge_tool_scope_and_config_only_metadata() -> None:
         session,
     )
     assert synced.current_value == "docs"
-    custom_bridge = McpBridge(config_options=[cast(Any, SimpleNamespace(id="custom"))])
+    custom_bridge = McpBridge(config_options=[cast("Any", SimpleNamespace(id="custom"))])
     custom_options = custom_bridge.set_config_option(session, agent, "custom", "value")
     assert custom_options is not None
     assert session.config_values["custom"] == "value"
@@ -263,8 +263,8 @@ def test_mcp_bridge_accepts_grouped_select_options() -> None:
                     ),
                 ],
                 type="select",
-            )
-        ]
+            ),
+        ],
     )
 
     assert bridge.set_config_option(session, agent, "scope", "docs") is not None
@@ -285,7 +285,7 @@ async def test_mcp_bridge_exposes_config_and_routes_server_scoped_approval(
                 description="Connect MCP tools automatically.",
                 type="boolean",
                 current_value=False,
-            )
+            ),
         ],
         servers=[
             McpServerDefinition(
@@ -293,7 +293,7 @@ async def test_mcp_bridge_exposes_config_and_routes_server_scoped_approval(
                 name="Repo MCP",
                 transport="http",
                 tool_prefix="mcp.repo.",
-            )
+            ),
         ],
         tools=[
             McpToolDefinition(tool_name="mcp.repo.alpha", server_id="repo", kind="read"),
@@ -393,6 +393,6 @@ def repo_beta(ctx: RunContext[None], path: str) -> str:
                 "tool_prefix": "mcp.repo.",
                 "transport": "http",
                 "url": None,
-            }
+            },
         ],
     }
diff --git a/tests/pydantic/test_bridge_prepare_tools.py b/tests/pydantic/test_bridge_prepare_tools.py
index 5aadcfc..296a3da 100644
--- a/tests/pydantic/test_bridge_prepare_tools.py
+++ b/tests/pydantic/test_bridge_prepare_tools.py
@@ -34,7 +34,7 @@ def _passthrough_tools(
 
 def test_passthrough_tools_helper_returns_a_copy() -> None:
     tool_defs: list[ToolDefinition] = []
-    copied = _passthrough_tools(cast(Any, None), tool_defs)
+    copied = _passthrough_tools(cast("Any", None), tool_defs)
     assert copied == []
     assert copied is not tool_defs
 
@@ -74,7 +74,7 @@ def keep_public(
 
     async def run_prepare() -> list[ToolDefinition]:
         prepared = bridge.build_prepare_output_tools(session)
-        result = cast(Awaitable[list[ToolDefinition]], prepared(cast(Any, None), tool_defs))
+        result = cast("Awaitable[list[ToolDefinition]]", prepared(cast("Any", None), tool_defs))
         return await result
 
     capability = bridge.build_capability(session)
@@ -125,7 +125,7 @@ def test_prepare_output_tools_bridge_validation_and_failure_paths(tmp_path: Path
                     id="default",
                     name="Default",
                     prepare_func=_passthrough_tools,
-                )
+                ),
             ],
         )
     with pytest.raises(ValueError, match="reserved slash command names"):
@@ -136,7 +136,7 @@ def test_prepare_output_tools_bridge_validation_and_failure_paths(tmp_path: Path
                     id="model",
                     name="Model",
                     prepare_func=_passthrough_tools,
-                )
+                ),
             ],
         )
 
@@ -154,7 +154,7 @@ def boom(
                 id="default",
                 name="Default",
                 prepare_func=boom,
-            )
+            ),
         ],
     )
     session = AcpSessionContext(
@@ -166,7 +166,7 @@ def boom(
 
     async def run_prepare() -> None:
         prepared = bridge.build_prepare_output_tools(session)
-        result = cast(Awaitable[list[ToolDefinition]], prepared(cast(Any, None), []))
+        result = cast("Awaitable[list[ToolDefinition]]", prepared(cast("Any", None), []))
         await result
 
     with pytest.raises(RuntimeError, match="output boom"):
@@ -209,9 +209,9 @@ def test_prepare_tools_bridge_rejects_invalid_default_plan_generation_type() ->
                     name="Plan",
                     prepare_func=_passthrough_tools,
                     plan_mode=True,
-                )
+                ),
             ],
-            default_plan_generation_type=cast(Any, "invalid"),
+            default_plan_generation_type=cast("Any", "invalid"),
         )
 
 
@@ -332,7 +332,7 @@ def boom(
                 name="Plan",
                 prepare_func=boom,
                 plan_mode=True,
-            )
+            ),
         ],
     )
     session = AcpSessionContext(
@@ -344,7 +344,7 @@ def boom(
 
     async def run_prepare() -> None:
         prepared = bridge.build_prepare_tools(session)
-        result = prepared(cast(Any, None), [])
+        result = prepared(cast("Any", None), [])
         if asyncio.iscoroutine(result):
             await result
             return  # pragma: no cover
@@ -366,6 +366,6 @@ def test_prepare_tools_bridge_rejects_reserved_mode_ids() -> None:
                     id="model",
                     name="Model",
                     prepare_func=_passthrough_tools,
-                )
+                ),
             ],
         )
diff --git a/tests/pydantic/test_bridge_thinking.py b/tests/pydantic/test_bridge_thinking.py
index 9ce14e0..dcc1d6f 100644
--- a/tests/pydantic/test_bridge_thinking.py
+++ b/tests/pydantic/test_bridge_thinking.py
@@ -109,7 +109,7 @@ def route_with_thinking(
             config_id="thinking",
             session_id=session.session_id,
             value="high",
-        )
+        ),
     )
     assert update_response is not None
     assert update_response.config_options is not None
@@ -120,7 +120,7 @@ def route_with_thinking(
         adapter.prompt(
             prompt=[text_block("Use the selected thinking effort.")],
             session_id=session.session_id,
-        )
+        ),
     )
     assert observed_thinking[-1] == "high"
 
@@ -129,12 +129,12 @@ def route_with_thinking(
             config_id="thinking",
             session_id=session.session_id,
             value="off",
-        )
+        ),
     )
     asyncio.run(
         adapter.prompt(
             prompt=[text_block("Disable thinking for this run.")],
             session_id=session.session_id,
-        )
+        ),
     )
     assert observed_thinking[-1] is False
diff --git a/tests/pydantic/test_compat.py b/tests/pydantic/test_compat.py
index 44eca86..4335630 100644
--- a/tests/pydantic/test_compat.py
+++ b/tests/pydantic/test_compat.py
@@ -64,18 +64,18 @@ def test_root_capability_and_override_helpers_handle_missing_and_present_private
     capability = CombinedCapability(capabilities=[])
     override = ContextVar[object]("override")
 
-    cast(Any, agent)._root_capability = capability
-    cast(Any, agent)._override_root_capability = override
+    cast("Any", agent)._root_capability = capability
+    cast("Any", agent)._override_root_capability = override
 
     override_value = build_capability_override_value(capability)
 
     assert root_capability(agent) is capability
     assert root_capability_override(agent) is override
     assert type(override_value).__name__ == "_CapabilityOverrideValue"
-    assert cast(Any, override_value).value is capability
+    assert cast("Any", override_value).value is capability
 
-    cast(Any, agent)._root_capability = "wrong"
-    cast(Any, agent)._override_root_capability = "wrong"
+    cast("Any", agent)._root_capability = "wrong"
+    cast("Any", agent)._override_root_capability = "wrong"
     assert root_capability(agent) is None
     assert root_capability_override(agent) is None
 
@@ -85,9 +85,9 @@ def test_hook_registry_and_entry_helpers_normalize_supported_shapes() -> None:
     valid_entry = _DataclassEntry(
         func="callable",
         timeout=1,
-        tools=cast(Any, frozenset({"b", "a", 1})),
+        tools=cast("Any", frozenset({"b", "a", 1})),
     )
-    cast(Any, hooks)._registry = {
+    cast("Any", hooks)._registry = {
         "before_run": [valid_entry],
         1: [valid_entry],
         "bad": "wrong",
@@ -102,7 +102,7 @@ def test_hook_registry_and_entry_helpers_normalize_supported_shapes() -> None:
     assert entry_timeout(object()) is None
     assert entry_tool_filters(object()) == ()
 
-    cast(Any, hooks)._registry = "wrong"
+    cast("Any", hooks)._registry = "wrong"
     assert hook_registry(hooks) is None
 
 
diff --git a/tests/pydantic/test_examples.py b/tests/pydantic/test_examples.py
index 3a8b648..61dd48c 100644
--- a/tests/pydantic/test_examples.py
+++ b/tests/pydantic/test_examples.py
@@ -71,9 +71,9 @@ def __init__(self, **kwargs: Any) -> None:
     filesystem_module = ModuleType("pydantic_ai_harness.filesystem")
     shell_module = ModuleType("pydantic_ai_harness.shell")
     code_mode_module = ModuleType("pydantic_ai_harness.code_mode")
-    cast(Any, filesystem_module).FileSystem = FakeHarnessCapability
-    cast(Any, shell_module).Shell = FakeHarnessCapability
-    cast(Any, code_mode_module).CodeMode = FakeHarnessCapability
+    cast("Any", filesystem_module).FileSystem = FakeHarnessCapability
+    cast("Any", shell_module).Shell = FakeHarnessCapability
+    cast("Any", code_mode_module).CodeMode = FakeHarnessCapability
 
     monkeypatch.setitem(sys.modules, "pydantic_ai_harness", ModuleType("pydantic_ai_harness"))
     monkeypatch.setitem(sys.modules, "pydantic_ai_harness.filesystem", filesystem_module)
@@ -117,7 +117,7 @@ def test_finance_example_helpers_cover_workspace_and_plan_paths(tmp_path: Path)
 
     assert "watchlist.md" in finance_agent._list_market_files(finance_root)
     assert finance_agent._read_market_note(finance_root, "watchlist.md", max_chars=64).startswith(
-        "# Finance Watchlist"
+        "# Finance Watchlist",
     )
     assert (
         finance_agent._save_market_note(finance_root, "notes/rebalance.md", "trim risk")
@@ -125,7 +125,7 @@ def test_finance_example_helpers_cover_workspace_and_plan_paths(tmp_path: Path)
     )
     assert (
         finance_agent._resolve_market_path(finance_root, "notes/rebalance.md").read_text(
-            encoding="utf-8"
+            encoding="utf-8",
         )
         == "trim risk"
     )
@@ -199,7 +199,7 @@ def test_harness_example_builds_agent_from_harness_capability_bridges(
             "denied_commands": ["rm", "mv", "cp", "curl", "wget", "git"],
         },
     ]
-    instructions = cast(list[str], cast(Any, agent)._instructions)
+    instructions = cast("list[str]", cast("Any", agent)._instructions)
     assert all("code-mode tools are enabled" not in instruction for instruction in instructions)
 
 
@@ -223,11 +223,11 @@ def test_harness_example_codemode_factory_includes_code_mode_bridge(
     )
 
     agent = _resolve_result(
-        mock_harness_agent._build_agent_factory(include_code_mode=True)(session)
+        mock_harness_agent._build_agent_factory(include_code_mode=True)(session),
     )
 
     assert agent.name == "harness-agent"
-    instructions = cast(list[str], agent._instructions)
+    instructions = cast("list[str]", agent._instructions)
     assert any("Code-mode tools are enabled" in instruction for instruction in instructions)
     assert [capability.kwargs for capability in created_capabilities] == [
         {
@@ -281,12 +281,12 @@ def test_harness_example_acp_agent_runs_with_test_model_override(
         adapter.prompt(
             prompt=[text_block("Use the harness surface.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["Harness agent ready."]
-    config = cast(Any, adapter)._config
-    classifier = cast(Any, adapter)._tool_classifier
+    config = cast("Any", adapter)._config
+    classifier = cast("Any", adapter)._tool_classifier
     projection_map_names = {
         type(projection_map).__name__ for projection_map in config.projection_maps
     }
@@ -402,7 +402,7 @@ def test_finance_example_tools_and_adapter_cover_runtime_paths(
     monkeypatch.chdir(tmp_path)
 
     available_tools = cast(
-        list[Any],
+        "list[Any]",
         [
             type("ToolDef", (), {"name": finance_agent._READ_NOTE_TOOL})(),
             type("ToolDef", (), {"name": finance_agent._WRITE_NOTE_TOOL})(),
@@ -411,18 +411,18 @@ def test_finance_example_tools_and_adapter_cover_runtime_paths(
     assert [
         tool.name
         for tool in finance_agent._read_only_tools(
-            cast(Any, object()),
+            cast("Any", object()),
             available_tools,
         )
     ] == [finance_agent._READ_NOTE_TOOL]
-    assert finance_agent._trade_tools(cast(Any, object()), available_tools) == available_tools
+    assert finance_agent._trade_tools(cast("Any", object()), available_tools) == available_tools
 
     tools = finance_agent.agent._function_toolset.tools
-    describe_tool = cast(Any, tools["describe_finance_surface"])
-    watchlist_tool = cast(Any, tools[finance_agent._WATCHLIST_TOOL])
-    read_tool = cast(Any, tools[finance_agent._READ_NOTE_TOOL])
-    write_tool = cast(Any, tools[finance_agent._WRITE_NOTE_TOOL])
-    quote_tool = cast(Any, tools[finance_agent._QUOTE_TOOL])
+    describe_tool = cast("Any", tools["describe_finance_surface"])
+    watchlist_tool = cast("Any", tools[finance_agent._WATCHLIST_TOOL])
+    read_tool = cast("Any", tools[finance_agent._READ_NOTE_TOOL])
+    write_tool = cast("Any", tools[finance_agent._WRITE_NOTE_TOOL])
+    quote_tool = cast("Any", tools[finance_agent._QUOTE_TOOL])
 
     assert "structured native plan generation" in describe_tool.function()
     assert "Seeded symbols:" in watchlist_tool.function()
@@ -439,7 +439,7 @@ def test_finance_example_tools_and_adapter_cover_runtime_paths(
         created_at=datetime.now(UTC),
         updated_at=datetime.now(UTC),
     )
-    provider = cast(Any, finance_agent.config.native_plan_persistence_provider)
+    provider = cast("Any", finance_agent.config.native_plan_persistence_provider)
     provider.persist_plan_state(
         session,
         finance_agent.agent,
@@ -466,7 +466,7 @@ def test_finance_example_tools_and_adapter_cover_runtime_paths(
             adapter.prompt(
                 prompt=[text_block("Describe the finance surface.")],
                 session_id=response.session_id,
-            )
+            ),
         )
     finally:
         monkeypatch.setattr(finance_agent.agent, "model", original_model)
@@ -498,47 +498,47 @@ def test_travel_example_helpers_cover_workspace_and_hooks(
     assert (
         _resolve_result(
             travel_agent.observe_before_model_request(
-                cast(Any, object()),
-                request_context=cast(Any, "ctx"),
-            )
+                cast("Any", object()),
+                request_context=cast("Any", "ctx"),
+            ),
         )
         == "ctx"
     )
     assert (
         _resolve_result(
             travel_agent.observe_after_model_request(
-                cast(Any, object()),
-                request_context=cast(Any, "ctx"),
-                response=cast(Any, "response"),
-            )
+                cast("Any", object()),
+                request_context=cast("Any", "ctx"),
+                response=cast("Any", "response"),
+            ),
         )
         == "response"
     )
     assert _resolve_result(
         travel_agent.observe_read_tool(
-            cast(Any, object()),
-            call=cast(Any, object()),
-            tool_def=cast(Any, object()),
+            cast("Any", object()),
+            call=cast("Any", object()),
+            tool_def=cast("Any", object()),
             args={"path": "itinerary.md"},
-        )
+        ),
     ) == {"path": "itinerary.md"}
     assert _resolve_result(
         travel_agent.observe_write_tool(
-            cast(Any, object()),
-            call=cast(Any, object()),
-            tool_def=cast(Any, object()),
+            cast("Any", object()),
+            call=cast("Any", object()),
+            tool_def=cast("Any", object()),
             args={"path": "scratch.txt"},
-        )
+        ),
     ) == {"path": "scratch.txt"}
     assert (
         _resolve_result(
             travel_agent.observe_write_result(
-                cast(Any, object()),
-                call=cast(Any, object()),
-                tool_def=cast(Any, object()),
+                cast("Any", object()),
+                call=cast("Any", object()),
+                tool_def=cast("Any", object()),
                 args={"path": "scratch.txt"},
                 result="ok",
-            )
+            ),
         )
         == "ok"
     )
@@ -587,8 +587,8 @@ def test_travel_prompt_model_provider_covers_media_override_paths(
                     name="notes",
                     uri="file:///notes.txt",
                     mime_type="text/plain",
-                )
-            ]
+                ),
+            ],
         )
         is False
     )
@@ -602,8 +602,8 @@ def test_travel_prompt_model_provider_covers_media_override_paths(
                         blob="aGVsbG8=",
                         mime_type="image/jpeg",
                     ),
-                )
-            ]
+                ),
+            ],
         )
         is True
     )
@@ -615,15 +615,15 @@ def test_travel_prompt_model_provider_covers_media_override_paths(
                     name="cover",
                     uri="file:///cover.png",
                     mime_type="image/png",
-                )
-            ]
+                ),
+            ],
         )
         is True
     )
 
     image_override = provider.get_prompt_model_override(
-        cast(Any, object()),
-        cast(Any, object()),
+        cast("Any", object()),
+        cast("Any", object()),
         prompt=[
             text_block("describe this hotel"),
             ImageContentBlock(type="image", data="aGVsbG8=", mime_type="image/png"),
@@ -631,8 +631,8 @@ def test_travel_prompt_model_provider_covers_media_override_paths(
         model_override="openrouter:google/gemini-3-flash-preview",
     )
     audio_override = provider.get_prompt_model_override(
-        cast(Any, object()),
-        cast(Any, object()),
+        cast("Any", object()),
+        cast("Any", object()),
         prompt=[
             text_block("transcribe this"),
             AudioContentBlock(type="audio", data="aGVsbG8=", mime_type="audio/wav"),
@@ -645,14 +645,14 @@ def test_travel_prompt_model_provider_covers_media_override_paths(
 
     monkeypatch.delenv("ACP_TRAVEL_MEDIA_MODEL", raising=False)
     same_override = provider.get_prompt_model_override(
-        cast(Any, object()),
-        cast(Any, object()),
+        cast("Any", object()),
+        cast("Any", object()),
         prompt=[text_block("plain text only")],
         model_override="existing-model",
     )
     missing_media_override = provider.get_prompt_model_override(
-        cast(Any, object()),
-        cast(Any, object()),
+        cast("Any", object()),
+        cast("Any", object()),
         prompt=[
             AudioContentBlock(type="audio", data="aGVsbG8=", mime_type="audio/wav"),
         ],
@@ -710,7 +710,7 @@ def test_travel_model_helpers_cover_default_model_and_absolute_paths(
                         mime_type="audio/wav",
                     ),
                 ),
-            ]
+            ],
         )
         is False
     )
@@ -721,15 +721,15 @@ def test_travel_model_provider_preserves_existing_override_without_media_env() -
 
     assert (
         travel_agent._prompt_has_image_media(
-            [ImageContentBlock(type="image", data="aGVsbG8=", mime_type="image/png")]
+            [ImageContentBlock(type="image", data="aGVsbG8=", mime_type="image/png")],
         )
         is True
     )
 
     assert (
         provider.get_prompt_model_override(
-            cast(Any, object()),
-            cast(Any, object()),
+            cast("Any", object()),
+            cast("Any", object()),
             prompt=[
                 EmbeddedResourceContentBlock(
                     type="resource",
@@ -738,7 +738,7 @@ def test_travel_model_provider_preserves_existing_override_without_media_env() -
                         text="hello",
                         mime_type="text/plain",
                     ),
-                )
+                ),
             ],
             model_override="existing-model",
         )
@@ -752,8 +752,8 @@ def test_travel_model_provider_preserves_existing_override_without_media_env() -
                     name="unknown",
                     uri="file:///unknown.bin",
                     mime_type=None,
-                )
-            ]
+                ),
+            ],
         )
         is False
     )
@@ -767,8 +767,8 @@ def test_travel_model_provider_preserves_existing_override_without_media_env() -
                         text="hello",
                         mime_type="text/plain",
                     ),
-                )
-            ]
+                ),
+            ],
         )
         is False
     )
diff --git a/tests/pydantic/test_hook_introspection.py b/tests/pydantic/test_hook_introspection.py
index d8c60d4..0045f18 100644
--- a/tests/pydantic/test_hook_introspection.py
+++ b/tests/pydantic/test_hook_introspection.py
@@ -99,7 +99,7 @@ async def annotate_request(ctx, request_context):
         adapter.prompt(
             prompt=[text_block("Trigger the hook.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     start_updates = [
@@ -158,7 +158,10 @@ async def empty_stream() -> Any:
     with pytest.raises(TypeError, match="async iterable"):
 
         async def consume() -> None:
-            async for _ in cast(Any, wrapped_entry).func(cast(Any, None), stream=empty_stream()):
+            async for _ in cast("Any", wrapped_entry).func(
+                cast("Any", None),
+                stream=empty_stream(),
+            ):
                 pass  # pragma: no cover
 
         asyncio.run(consume())
@@ -195,7 +198,7 @@ async def second_request_hook(ctx, request_context):
         adapter.prompt(
             prompt=[text_block("Trigger the registered hooks.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     start_titles = [
@@ -241,7 +244,7 @@ def echo(text: str) -> str:
         adapter.prompt(
             prompt=[text_block("Call the echo tool.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     start_updates = [
@@ -290,7 +293,7 @@ async def annotate_request(ctx, request_context):
                 event_labels={"before_model_request": "Model Hook"},
                 show_hook_name_in_title=False,
                 include_tool_filters=False,
-            )
+            ),
         ],
     )
     client = RecordingClient()
@@ -301,7 +304,7 @@ async def annotate_request(ctx, request_context):
         adapter.prompt(
             prompt=[text_block("Trigger the hook.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     start_update = next(update for _, update in client.updates if isinstance(update, ToolCallStart))
@@ -347,8 +350,8 @@ async def write_update(update: Any) -> None:
         pass
 
     invalid_agent = Agent(TestModel(custom_output_text="invalid"))
-    cast(Any, invalid_agent)._root_capability = _INVALID_HOOK_VALUE
-    cast(Any, invalid_agent)._override_root_capability = _INVALID_HOOK_VALUE
+    cast("Any", invalid_agent)._root_capability = _INVALID_HOOK_VALUE
+    cast("Any", invalid_agent)._override_root_capability = _INVALID_HOOK_VALUE
     with observe_agent_hooks(
         invalid_agent,
         write_update=write_update,
@@ -378,14 +381,13 @@ async def gamma(ctx, *, output_context, output, handler):
 
     async def delta(ctx, *, requests):
         del ctx, requests  # pragma: no cover
-        return None  # pragma: no cover
 
     skipped = _TestHookEntry(skipped_alpha)
     skipped.func.__module__ = "pydantic_acp.bridges.hooks"
     tool_entry = _TestHookEntry(beta, tools=frozenset({"z", "a"}))
     broken_entry = _TestHookEntry(alpha)
-    cast(Any, broken_entry).func = None
-    cast(Any, hooks)._registry = {
+    cast("Any", broken_entry).func = None
+    cast("Any", hooks)._registry = {
         1: [],
         "before_model_request": ["bad", broken_entry, skipped, _TestHookEntry(alpha)],
         "before_tool_execute": [tool_entry],
@@ -400,7 +402,7 @@ async def delta(ctx, *, requests):
         ("deferred_tool_calls", "delta", ()),
         ("output_validate", "gamma", ()),
     ]
-    assert _tool_filters(cast(Any, SimpleNamespace(tools=None))) == ()
+    assert _tool_filters(cast("Any", SimpleNamespace(tools=None))) == ()
     assert _tool_name({"call": _INVALID_HOOK_VALUE}) is None
 
     class SilentError(Exception):
@@ -414,25 +416,25 @@ def __str__(self) -> str:
     assert _summarize_result(ModelResponse(parts=[])) == "parts=0"
 
     invalid_registry_hooks = Hooks[Any]()
-    cast(Any, invalid_registry_hooks)._registry = _INVALID_HOOK_VALUE
+    cast("Any", invalid_registry_hooks)._registry = _INVALID_HOOK_VALUE
     wrapped_hooks, changed = _wrap_hooks(invalid_registry_hooks, emitter=hidden_emitter)
     assert wrapped_hooks is invalid_registry_hooks
     assert changed is False
 
     bad_key_hooks = Hooks[Any]()
-    cast(Any, bad_key_hooks)._registry = {1: []}
+    cast("Any", bad_key_hooks)._registry = {1: []}
     wrapped_hooks, changed = _wrap_hooks(bad_key_hooks, emitter=hidden_emitter)
     assert wrapped_hooks is bad_key_hooks
     assert changed is False
 
     bad_entry_hooks = Hooks[Any]()
-    cast(Any, bad_entry_hooks)._registry = {"before_run": ["bad"]}
+    cast("Any", bad_entry_hooks)._registry = {"before_run": ["bad"]}
     wrapped_hooks, changed = _wrap_hooks(bad_entry_hooks, emitter=hidden_emitter)
     assert wrapped_hooks is bad_entry_hooks
     assert changed is False
 
     non_callable_entry = _TestHookEntry(alpha)
-    cast(Any, non_callable_entry).func = None
+    cast("Any", non_callable_entry).func = None
     wrapped_entry, changed = _wrap_hook_entry(
         "before_run",
         non_callable_entry,
@@ -474,12 +476,12 @@ async def exploding(*args: Any, **kwargs: Any) -> Any:
     assert changed is True
     with pytest.raises(RuntimeError, match="boom"):
         asyncio.run(
-            cast(Any, wrapped_error_entry).func(
-                cast(Any, None),
+            cast("Any", wrapped_error_entry).func(
+                cast("Any", None),
                 call=ToolCallPart("echo", {"text": "ok"}),
-                tool_def=cast(Any, _INVALID_HOOK_VALUE),
+                tool_def=cast("Any", _INVALID_HOOK_VALUE),
                 args={"text": "ok"},
-            )
+            ),
         )
     assert any(getattr(update, "status", None) == "failed" for update in visible_updates)
 
@@ -495,8 +497,8 @@ async def slow() -> None:
         capabilities=[Hooks[None]()],
     )
     override_var = ContextVar("_override_root_capability", default=None)
-    cast(Any, real_agent)._override_root_capability = override_var
-    cast(Any, real_agent)._root_capability = CombinedCapability(capabilities=[])
+    cast("Any", real_agent)._override_root_capability = override_var
+    cast("Any", real_agent)._root_capability = CombinedCapability(capabilities=[])
     with observe_agent_hooks(
         real_agent,
         write_update=write_update,
@@ -522,7 +524,7 @@ async def alpha(ctx, request_context):
         return request_context  # pragma: no cover
 
     hooks = Hooks[Any](ordering=CapabilityOrdering(position="outermost"))
-    cast(Any, hooks)._registry = {"before_model_request": [_TestHookEntry(alpha)]}
+    cast("Any", hooks)._registry = {"before_model_request": [_TestHookEntry(alpha)]}
 
     wrapped_hooks, changed = _wrap_hooks(hooks, emitter=emitter)
 
@@ -553,18 +555,18 @@ async def write_update(update: Any) -> None:
                     tool_filters=(),
                     status=None,
                 ),
-            )
+            ),
         )
         is None
     )
     assert recorded_updates == []
 
     invalid_agent = Agent(TestModel(custom_output_text="plain"))
-    cast(Any, invalid_agent)._root_capability = _INVALID_HOOK_VALUE
+    cast("Any", invalid_agent)._root_capability = _INVALID_HOOK_VALUE
     assert list_agent_hooks(invalid_agent) == []
 
     hooks = Hooks[Any]()
-    cast(Any, hooks)._registry = _INVALID_HOOK_VALUE
+    cast("Any", hooks)._registry = _INVALID_HOOK_VALUE
     agent = Agent(TestModel(custom_output_text="hooked"), capabilities=[hooks])
     assert list_agent_hooks(agent) == []
 
diff --git a/tests/pydantic/test_host.py b/tests/pydantic/test_host.py
index a01a31f..3878eb0 100644
--- a/tests/pydantic/test_host.py
+++ b/tests/pydantic/test_host.py
@@ -41,7 +41,7 @@ def test_client_filesystem_backend_reads_with_session_context() -> None:
             "notes/todo.txt",
             line=4,
             limit=120,
-        )
+        ),
     )
 
     assert response.content == "file:notes/todo.txt:4:120"
@@ -62,12 +62,12 @@ def test_client_filesystem_backend_writes_with_session_context() -> None:
         backend.write_text_file(
             "notes/todo.txt",
             "ship milestone 7 phase 1",
-        )
+        ),
     )
 
     assert response is not None
     assert client.write_calls == [
-        ("session-filesystem-write", "notes/todo.txt", "ship milestone 7 phase 1")
+        ("session-filesystem-write", "notes/todo.txt", "ship milestone 7 phase 1"),
     ]
 
 
@@ -104,7 +104,7 @@ def test_client_terminal_backend_creates_outputs_and_waits_with_session_context(
             cwd="/workspace",
             env=[EnvVariable(name="MODE", value="demo")],
             output_byte_limit=4096,
-        )
+        ),
     )
     output_response = asyncio.run(backend.terminal_output(create_response.terminal_id))
     wait_response = asyncio.run(backend.wait_for_terminal_exit(create_response.terminal_id))
@@ -121,7 +121,7 @@ def test_client_terminal_backend_creates_outputs_and_waits_with_session_context(
             "/workspace",
             [EnvVariable(name="MODE", value="demo")],
             4096,
-        )
+        ),
     ]
     assert client.output_calls == [("session-terminal-ops", "terminal-1")]
     assert client.wait_calls == [("session-terminal-ops", "terminal-1")]
@@ -220,7 +220,7 @@ def test_client_host_context_delegates_filesystem_and_terminal_calls() -> None:
     read_response = asyncio.run(host_context.filesystem.read_text_file("notes.txt"))
     create_response = asyncio.run(host_context.terminal.create_terminal("python", args=["-V"]))
     output_response = asyncio.run(
-        host_context.terminal.terminal_output(create_response.terminal_id)
+        host_context.terminal.terminal_output(create_response.terminal_id),
     )
 
     assert read_response.content == "file:notes.txt:None:None"
@@ -260,11 +260,11 @@ async def read_workspace_note(ctx: RunContext[None]) -> str:
         adapter.prompt(
             prompt=[text_block("Read the workspace note through the host context.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert prompt_response.stop_reason == "end_turn"
     assert client.read_calls == [(session.session_id, "notes/factory.txt", None, None)]
     assert agent_message_texts(client) == [
-        '{"read_workspace_note":"file:notes/factory.txt:None:None"}'
+        '{"read_workspace_note":"file:notes/factory.txt:None:None"}',
     ]
diff --git a/tests/pydantic/test_host_policy.py b/tests/pydantic/test_host_policy.py
index 2750dee..57e3677 100644
--- a/tests/pydantic/test_host_policy.py
+++ b/tests/pydantic/test_host_policy.py
@@ -238,7 +238,7 @@ def test_client_terminal_backend_enforces_denying_policy() -> None:
             host.terminal.create_terminal(
                 "python",
                 args=["/tmp/outside.py"],
-            )
+            ),
         )
 
     assert client.create_calls == []
diff --git a/tests/pydantic/test_low_level_helpers.py b/tests/pydantic/test_low_level_helpers.py
index f6adb77..c375719 100644
--- a/tests/pydantic/test_low_level_helpers.py
+++ b/tests/pydantic/test_low_level_helpers.py
@@ -182,7 +182,7 @@ def __repr__(self) -> str:
     )
     assert serializer.serialize({"payload": b"hi\xff"}) == '{\n  "payload": "hi\\ufffd"\n}'
     serialized_binary_image = serializer.serialize(
-        [BinaryImage(data=b"hi", media_type="image/png")]
+        [BinaryImage(data=b"hi", media_type="image/png")],
     )
     assert "image/png" in serialized_binary_image
     assert (
@@ -196,8 +196,8 @@ def __repr__(self) -> str:
                     3,
                     1.5,
                     "ok",
-                )
-            }
+                ),
+            },
         )
         == '{\n  "items": [\n    "hi\\ufffd",\n    "demo-object",\n    null,\n    true,\n    3,\n    1.5,\n    "ok"\n  ]\n}'
     )
@@ -250,7 +250,9 @@ async def release_terminal(self, *args: Any, **kwargs: Any) -> ReleaseTerminalRe
             return ReleaseTerminalResponse()
 
         async def wait_for_terminal_exit(
-            self, *args: Any, **kwargs: Any
+            self,
+            *args: Any,
+            **kwargs: Any,
         ) -> WaitForTerminalExitResponse:
             self.calls.append(("wait_for_terminal_exit", args, dict(kwargs)))
             return WaitForTerminalExitResponse(exit_code=0)
@@ -260,8 +262,8 @@ async def kill_terminal(self, *args: Any, **kwargs: Any) -> KillTerminalResponse
             return KillTerminalResponse()
 
     client = FakeClient()
-    filesystem = ClientFilesystemBackend(client=cast(Any, client), session=session)
-    terminal = ClientTerminalBackend(client=cast(Any, client), session=session)
+    filesystem = ClientFilesystemBackend(client=cast("Any", client), session=session)
+    terminal = ClientTerminalBackend(client=cast("Any", client), session=session)
 
     assert asyncio.run(filesystem.read_text_file("note.txt", limit=3, line=1)).content == "hello"
     assert asyncio.run(filesystem.write_text_file("note.txt", "body")) is not None
@@ -273,7 +275,7 @@ async def kill_terminal(self, *args: Any, **kwargs: Any) -> KillTerminalResponse
                 cwd=str(tmp_path),
                 env=[EnvVariable(name="X", value="1")],
                 output_byte_limit=10,
-            )
+            ),
         ).terminal_id
         == "term-1"
     )
@@ -287,65 +289,80 @@ async def kill_terminal(self, *args: Any, **kwargs: Any) -> KillTerminalResponse
     assert client.calls[2][0] == "create_terminal"
     assert client.calls[2][2]["session_id"] == "protocols"
 
-    assert cast(Any, AgentFactory.__call__)(_LOW_LEVEL_SENTINEL, session) is None
-    assert asyncio.run(cast(Any, AgentSource.get_agent)(_LOW_LEVEL_SENTINEL, session)) is None
+    assert cast("Any", AgentFactory.__call__)(_LOW_LEVEL_SENTINEL, session) is None
+    assert asyncio.run(cast("Any", AgentSource.get_agent)(_LOW_LEVEL_SENTINEL, session)) is None
     assert (
         asyncio.run(
-            cast(Any, AgentSource.get_deps)(_LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL)
+            cast("Any", AgentSource.get_deps)(_LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL),
         )
         is None
     )
     assert (
-        asyncio.run(cast(Any, FilesystemBackend.read_text_file)(_LOW_LEVEL_SENTINEL, "x")) is None
+        asyncio.run(cast("Any", FilesystemBackend.read_text_file)(_LOW_LEVEL_SENTINEL, "x")) is None
+    )
+    assert (
+        asyncio.run(cast("Any", FilesystemBackend.write_text_file)(_LOW_LEVEL_SENTINEL, "x", "y"))
+        is None
     )
     assert (
-        asyncio.run(cast(Any, FilesystemBackend.write_text_file)(_LOW_LEVEL_SENTINEL, "x", "y"))
+        asyncio.run(cast("Any", TerminalBackend.create_terminal)(_LOW_LEVEL_SENTINEL, "bash"))
         is None
     )
     assert (
-        asyncio.run(cast(Any, TerminalBackend.create_terminal)(_LOW_LEVEL_SENTINEL, "bash")) is None
+        asyncio.run(cast("Any", TerminalBackend.terminal_output)(_LOW_LEVEL_SENTINEL, "t")) is None
     )
-    assert asyncio.run(cast(Any, TerminalBackend.terminal_output)(_LOW_LEVEL_SENTINEL, "t")) is None
     assert (
-        asyncio.run(cast(Any, TerminalBackend.release_terminal)(_LOW_LEVEL_SENTINEL, "t")) is None
+        asyncio.run(cast("Any", TerminalBackend.release_terminal)(_LOW_LEVEL_SENTINEL, "t")) is None
     )
     assert (
-        asyncio.run(cast(Any, TerminalBackend.wait_for_terminal_exit)(_LOW_LEVEL_SENTINEL, "t"))
+        asyncio.run(cast("Any", TerminalBackend.wait_for_terminal_exit)(_LOW_LEVEL_SENTINEL, "t"))
         is None
     )
-    assert asyncio.run(cast(Any, TerminalBackend.kill_terminal)(_LOW_LEVEL_SENTINEL, "t")) is None
+    assert asyncio.run(cast("Any", TerminalBackend.kill_terminal)(_LOW_LEVEL_SENTINEL, "t")) is None
     assert (
-        cast(Any, SessionModelsProvider.get_model_state)(
-            _LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL
+        cast("Any", SessionModelsProvider.get_model_state)(
+            _LOW_LEVEL_SENTINEL,
+            session,
+            _LOW_LEVEL_SENTINEL,
         )
         is None
     )
     assert (
-        cast(Any, SessionModelsProvider.set_model)(
-            _LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL, "m"
+        cast("Any", SessionModelsProvider.set_model)(
+            _LOW_LEVEL_SENTINEL,
+            session,
+            _LOW_LEVEL_SENTINEL,
+            "m",
         )
         is None
     )
     assert (
-        cast(Any, SessionModesProvider.get_mode_state)(
-            _LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL
+        cast("Any", SessionModesProvider.get_mode_state)(
+            _LOW_LEVEL_SENTINEL,
+            session,
+            _LOW_LEVEL_SENTINEL,
         )
         is None
     )
     assert (
-        cast(Any, SessionModesProvider.set_mode)(
-            _LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL, "plan"
+        cast("Any", SessionModesProvider.set_mode)(
+            _LOW_LEVEL_SENTINEL,
+            session,
+            _LOW_LEVEL_SENTINEL,
+            "plan",
         )
         is None
     )
     assert (
-        cast(Any, ConfigOptionsProvider.get_config_options)(
-            _LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL
+        cast("Any", ConfigOptionsProvider.get_config_options)(
+            _LOW_LEVEL_SENTINEL,
+            session,
+            _LOW_LEVEL_SENTINEL,
         )
         is None
     )
     assert (
-        cast(Any, ConfigOptionsProvider.set_config_option)(
+        cast("Any", ConfigOptionsProvider.set_config_option)(
             _LOW_LEVEL_SENTINEL,
             session,
             _LOW_LEVEL_SENTINEL,
@@ -355,17 +372,20 @@ async def kill_terminal(self, *args: Any, **kwargs: Any) -> KillTerminalResponse
         is None
     )
     assert (
-        cast(Any, PlanProvider.get_plan)(_LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL) is None
+        cast("Any", PlanProvider.get_plan)(_LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL)
+        is None
     )
     assert (
-        cast(Any, ApprovalStateProvider.get_approval_state)(
-            _LOW_LEVEL_SENTINEL, session, _LOW_LEVEL_SENTINEL
+        cast("Any", ApprovalStateProvider.get_approval_state)(
+            _LOW_LEVEL_SENTINEL,
+            session,
+            _LOW_LEVEL_SENTINEL,
         )
         is None
     )
-    assert cast(Any, SessionStore.delete)(_LOW_LEVEL_SENTINEL, "missing") is None
+    assert cast("Any", SessionStore.delete)(_LOW_LEVEL_SENTINEL, "missing") is None
     assert (
-        cast(Any, SessionStore.fork)(
+        cast("Any", SessionStore.fork)(
             _LOW_LEVEL_SENTINEL,
             "missing",
             new_session_id="copy",
@@ -373,9 +393,9 @@ async def kill_terminal(self, *args: Any, **kwargs: Any) -> KillTerminalResponse
         )
         is None
     )
-    assert cast(Any, SessionStore.get)(_LOW_LEVEL_SENTINEL, "missing") is None
-    assert cast(Any, SessionStore.list_sessions)(_LOW_LEVEL_SENTINEL) is None
-    assert cast(Any, SessionStore.save)(_LOW_LEVEL_SENTINEL, session) is None
+    assert cast("Any", SessionStore.get)(_LOW_LEVEL_SENTINEL, "missing") is None
+    assert cast("Any", SessionStore.list_sessions)(_LOW_LEVEL_SENTINEL) is None
+    assert cast("Any", SessionStore.save)(_LOW_LEVEL_SENTINEL, session) is None
 
 
 def test_file_session_store_covers_delete_fork_missing_and_list_skip(
@@ -507,7 +527,7 @@ async def run_plain() -> None:
         await wrapped_plain(messages)
 
     async def run_contextual() -> None:
-        await wrapped_contextual(cast(RunContext[None], None), messages)
+        await wrapped_contextual(cast("RunContext[None]", None), messages)
 
     with pytest.raises(RuntimeError, match="plain boom"):
         asyncio.run(run_plain())
@@ -537,14 +557,14 @@ def test_prepare_tools_bridge_covers_validation_none_and_require_mode(
             PrepareToolsMode(
                 id="chat",
                 name="Chat",
-                prepare_func=cast(Any, lambda _c, _t: None),
-            )
+                prepare_func=cast("Any", lambda _c, _t: None),
+            ),
         ],
     )
     session = _session(tmp_path)
 
     async def run_prepare() -> Any:
-        prepared = bridge.build_prepare_tools(session)(cast(RunContext[None], None), [])
+        prepared = bridge.build_prepare_tools(session)(cast("RunContext[None]", None), [])
         if asyncio.iscoroutine(prepared):
             return await prepared
         assert prepared is not None  # pragma: no cover
@@ -646,7 +666,7 @@ def test_hook_projection_map_covers_hidden_fallbacks_and_truncation() -> None:
 
 def test_prompt_history_handles_resources_and_usage_paths() -> None:
     prompt = cast(
-        list[Any],
+        "list[Any]",
         [
             ResourceContentBlock(type="resource_link", name="doc", uri="file:///doc"),
             EmbeddedResourceContentBlock(
@@ -674,8 +694,8 @@ def test_prompt_history_handles_resources_and_usage_paths() -> None:
             parts=[
                 TextPart("keep"),
                 ToolCallPart("demo_tool", {}, tool_call_id="call-1"),
-            ]
-        )
+            ],
+        ),
     ]
     sanitized = sanitize_message_history(unresolved, error_text="traceback here")
     assert len(sanitized) == 2
@@ -687,9 +707,9 @@ def test_prompt_history_handles_resources_and_usage_paths() -> None:
     history = dump_message_history(
         [
             ModelResponse(
-                parts=[TextPart("The previous run failed before completion.\n\nTraceback:\nboom")]
-            )
-        ]
+                parts=[TextPart("The previous run failed before completion.\n\nTraceback:\nboom")],
+            ),
+        ],
     )
     error_history = build_error_history(
         history,
@@ -719,7 +739,7 @@ def test_prompt_history_handles_resources_and_usage_paths() -> None:
 
 def test_prompt_to_input_maps_resource_links_and_blob_resources() -> None:
     prompt = cast(
-        list[Any],
+        "list[Any]",
         [
             TextContentBlock(type="text", text="hello"),
             ResourceContentBlock(
@@ -758,7 +778,7 @@ def test_prompt_to_input_maps_resource_links_and_blob_resources() -> None:
     assert prompt_input[3].media_type == "application/pdf"
 
     document_prompt = cast(
-        list[Any],
+        "list[Any]",
         [
             ResourceContentBlock(
                 type="resource_link",
@@ -790,14 +810,14 @@ def test_prompt_to_input_maps_resource_links_and_blob_resources() -> None:
 
 def test_prompt_history_covers_cancelled_resource_and_blank_text_edges() -> None:
     unknown_resource_prompt = cast(
-        list[Any],
+        "list[Any]",
         [
             ResourceContentBlock(
                 type="resource_link",
                 name="",
                 uri="resource://opaque-item",
                 mime_type=None,
-            )
+            ),
         ],
     )
 
@@ -820,10 +840,10 @@ def test_prompt_history_covers_cancelled_resource_and_blank_text_edges() -> None
     assert cancelled_texts == ["User stopped the run.\n\nRun details:\ncancelled"]
 
     existing_cancelled = dump_message_history(
-        [ModelResponse(parts=[TextPart("User stopped the run.\n\nRun details:\ncancelled")])]
+        [ModelResponse(parts=[TextPart("User stopped the run.\n\nRun details:\ncancelled")])],
     )
     loaded_cancelled = load_message_history(
-        build_cancelled_history(existing_cancelled, prompt_text="", details_text="cancelled")
+        build_cancelled_history(existing_cancelled, prompt_text="", details_text="cancelled"),
     )
     repeated_cancelled_texts = [
         part.content
@@ -841,18 +861,18 @@ def test_prompt_history_covers_cancelled_resource_and_blank_text_edges() -> None
     assert _find_unprocessed_tool_calls([ModelResponse(parts=[tool_call])]) == [tool_call]
     assert (
         _find_unprocessed_tool_calls(
-            [ModelResponse(parts=[tool_call]), ModelRequest(parts=[tool_result])]
+            [ModelResponse(parts=[tool_call]), ModelRequest(parts=[tool_result])],
         )
         == []
     )
     assert (
         _find_unprocessed_tool_calls(
-            [ModelRequest(parts=[tool_result]), ModelResponse(parts=[tool_call])]
+            [ModelRequest(parts=[tool_result]), ModelResponse(parts=[tool_call])],
         )
         == []
     )
     assert _find_unprocessed_tool_calls(
-        [cast(Any, SimpleNamespace()), ModelResponse(parts=[tool_call])]
+        [cast("Any", SimpleNamespace()), ModelResponse(parts=[tool_call])],
     ) == [tool_call]
 
 
@@ -867,7 +887,7 @@ def test_prompt_to_input_keeps_text_only_prompt_as_string() -> None:
 def test_prompt_to_input_preserves_zed_git_diff_selection_context() -> None:
     uri = "zed:///agent/git-diff?base=main"
     prompt = cast(
-        list[Any],
+        "list[Any]",
         [
             EmbeddedResourceContentBlock(
                 type="resource",
@@ -876,7 +896,7 @@ def test_prompt_to_input_preserves_zed_git_diff_selection_context() -> None:
                     text="diff --git a/app.py b/app.py\n@@ -1 +1 @@\n-old\n+new",
                     mime_type="text/x-diff",
                 ),
-            )
+            ),
         ],
     )
 
@@ -902,7 +922,7 @@ def test_prompt_to_input_preserves_file_refs_rule_text_and_directory_links() ->
     coverage_uri = "file:///workspace/acpkit/COVERAGE"
     repo_uri = "file:///workspace/acpkit"
     prompt = cast(
-        list[Any],
+        "list[Any]",
         [
             TextContentBlock(type="text", text="@rule iyi kod yaz"),
             EmbeddedResourceContentBlock(
@@ -977,7 +997,7 @@ def test_session_state_round_trips_and_rejects_invalid_payloads(tmp_path: Path)
             session_update="user_message_chunk",
             content=text_block("hello"),
             message_id="msg-1",
-        )
+        ),
     )
     restored = update.to_update()
     assert restored.session_update == "user_message_chunk"
@@ -987,7 +1007,7 @@ def test_session_state_round_trips_and_rejects_invalid_payloads(tmp_path: Path)
             title="Demo",
             updated_at=utc_now().isoformat(),
             field_meta={"demo": {"ok": True}},
-        )
+        ),
     )
     assert session_info_update.to_update().session_update == "session_info_update"
 
@@ -997,7 +1017,7 @@ def model_dump(self, **kwargs):
             return {"nope": "missing"}
 
     with pytest.raises(TypeError, match="missing `sessionUpdate`"):
-        StoredSessionUpdate.from_update(cast(Any, BadUpdate()))
+        StoredSessionUpdate.from_update(cast("Any", BadUpdate()))
     with pytest.raises(TypeError, match="Expected a JSON object"):
         _coerce_json_object("x")
     with pytest.raises(TypeError, match="keys must be strings"):
@@ -1005,7 +1025,7 @@ def model_dump(self, **kwargs):
     with pytest.raises(TypeError, match="Unsupported JSON value"):
         _coerce_json_value(_LOW_LEVEL_SENTINEL)
     with pytest.raises(AssertionError):
-        StoredSessionUpdate(kind=cast(Any, "unknown"), payload={}).to_update()
+        StoredSessionUpdate(kind=cast("Any", "unknown"), payload={}).to_update()
 
 
 def test_session_surface_helpers_handle_missing_state_and_errors() -> None:
@@ -1017,7 +1037,7 @@ def test_session_surface_helpers_handle_missing_state_and_errors() -> None:
                 config_option_name="Model",
                 config_option_description="Select",
                 available_models=[model],
-            )
+            ),
         )
     with pytest.raises(RequestError):
         build_mode_config_option(ModeState(current_mode_id=None, modes=[]))
@@ -1030,7 +1050,7 @@ def test_session_surface_helpers_handle_missing_state_and_errors() -> None:
         ModeState(
             current_mode_id="plan",
             modes=[SessionMode(id="plan", name="Plan", description="d")],
-        )
+        ),
     )
     assert mode_state is not None
     assert mode_state.current_mode_id == "plan"
@@ -1089,32 +1109,32 @@ class MetadataOnlyBridge(CapabilityBridge):
 
         def get_session_metadata(self, session, agent):
             del session, agent  # pragma: no cover
-            return cast(Any, {"hidden": True})  # pragma: no cover
+            return cast("Any", {"hidden": True})  # pragma: no cover
 
     class FullBridge(CapabilityBridge):
         metadata_key = "visible"
 
         def drain_updates(self, session, agent):
             del session, agent
-            return cast(Any, [_LOW_LEVEL_SENTINEL])
+            return cast("Any", [_LOW_LEVEL_SENTINEL])
 
         def get_config_options(self, session, agent):
             del session, agent
             return cast(
-                Any,
+                "Any",
                 [
                     SessionConfigOptionBoolean(
                         id="flag",
                         name="Flag",
                         type="boolean",
                         current_value=True,
-                    )
+                    ),
                 ],
             )
 
         def get_mcp_capabilities(self, agent=None):
             del agent
-            return cast(Any, SimpleNamespace(http=True, sse=False))
+            return cast("Any", SimpleNamespace(http=True, sse=False))
 
         def get_mode_state(self, session, agent):
             del session, agent
@@ -1122,21 +1142,21 @@ def get_mode_state(self, session, agent):
 
         def get_session_metadata(self, session, agent):
             del session, agent
-            return cast(Any, {"ok": True})
+            return cast("Any", {"ok": True})
 
         def set_config_option(self, session, agent, config_id, value):
             del session, agent
             if config_id != "flag":
                 return None
             return cast(
-                Any,
+                "Any",
                 [
                     SessionConfigOptionBoolean(
                         id="flag",
                         name="Flag",
                         type="boolean",
                         current_value=bool(value),
-                    )
+                    ),
                 ],
             )
 
@@ -1159,7 +1179,6 @@ class EmptyMetadataBridge(CapabilityBridge):
 
         def get_session_metadata(self, session, agent):
             del session, agent
-            return None
 
     manager = BridgeManager(
         base_classifier=DefaultToolClassifier(),
@@ -1236,11 +1255,11 @@ def test_projection_helpers_handle_fallback_and_edge_paths(
     assert extract_tool_call_locations({"other": "x"}) is None
     assert _candidate_keys(None, ("a", "b")) == ("a", "b")
     assert _candidate_keys("x", ("a", "b")) == ("x", "a", "b")
-    assert cast(Any, ToolClassifier.classify)(_LOW_LEVEL_SENTINEL, "tool") is None
-    assert cast(Any, ToolClassifier.approval_policy_key)(_LOW_LEVEL_SENTINEL, "tool") is None
-    assert cast(Any, ProjectionMap.project_start)(_LOW_LEVEL_SENTINEL, "tool") is None
+    assert cast("Any", ToolClassifier.classify)(_LOW_LEVEL_SENTINEL, "tool") is None
+    assert cast("Any", ToolClassifier.approval_policy_key)(_LOW_LEVEL_SENTINEL, "tool") is None
+    assert cast("Any", ProjectionMap.project_start)(_LOW_LEVEL_SENTINEL, "tool") is None
     assert (
-        cast(Any, ProjectionMap.project_progress)(
+        cast("Any", ProjectionMap.project_progress)(
             _LOW_LEVEL_SENTINEL,
             "tool",
             serialized_output="x",
@@ -1253,7 +1272,7 @@ def test_projection_helpers_handle_fallback_and_edge_paths(
         [
             ToolProjection(title="first"),
             ToolProjection(status="failed"),
-        ]
+        ],
     )
     assert merged is not None
     assert merged.title == "first"
@@ -1276,7 +1295,7 @@ def test_projection_helpers_handle_fallback_and_edge_paths(
     assert _preserve_file_diff_content(
         known_start=known_start,
         projection=ToolProjection(
-            content=[ContentToolCallContent(type="content", content=text_block("x"))]
+            content=[ContentToolCallContent(type="content", content=text_block("x"))],
         ),
     ) == [ContentToolCallContent(type="content", content=text_block("x"))]
     assert (
@@ -1365,13 +1384,13 @@ def test_projection_helpers_handle_fallback_and_edge_paths(
     duplicate_updates = build_tool_updates(
         [
             ModelResponse(
-                parts=[ToolCallPart("write_file", {"path": "a", "content": "b"}, tool_call_id="1")]
+                parts=[ToolCallPart("write_file", {"path": "a", "content": "b"}, tool_call_id="1")],
             ),
             ModelRequest(
                 parts=[
                     ToolReturnPart("final_result", "done"),
                     RetryPromptPart("retry", tool_name=None),
-                ]
+                ],
             ),
         ],
         classifier=DefaultToolClassifier(),
@@ -1398,7 +1417,7 @@ def test_native_approval_bridge_handles_remembered_policies_and_invalid_options(
             session=session,
             requests=requests,
             classifier=classifier,
-        )
+        ),
     )
     assert isinstance(resolution.deferred_tool_results.approvals["1"], ToolApproved)
     session.metadata["approval_policies"] = {"write_file": "reject"}
@@ -1408,7 +1427,7 @@ def test_native_approval_bridge_handles_remembered_policies_and_invalid_options(
             session=session,
             requests=requests,
             classifier=classifier,
-        )
+        ),
     )
     assert isinstance(rejected.deferred_tool_results.approvals["1"], ToolDenied)
 
@@ -1416,7 +1435,7 @@ class InvalidOptionClient(RecordingClient):
         async def request_permission(self, *args, **kwargs):
             del args, kwargs
             return RequestPermissionResponse(
-                outcome=AllowedOutcome(outcome="selected", option_id="bad-option")
+                outcome=AllowedOutcome(outcome="selected", option_id="bad-option"),
             )
 
     session.metadata["approval_policies"] = "bad"
@@ -1427,7 +1446,7 @@ async def request_permission(self, *args, **kwargs):
                 session=session,
                 requests=requests,
                 classifier=classifier,
-            )
+            ),
         )
 
     disabled = NativeApprovalBridge(enable_persistent_choices=False)
@@ -1524,7 +1543,7 @@ def test_build_tool_updates_filters_output_parts_and_empty_messages() -> None:
     updates = build_tool_updates(
         [
             ModelResponse(
-                parts=[ToolCallPart("final_result", {"value": "done"}, tool_call_id="final-1")]
+                parts=[ToolCallPart("final_result", {"value": "done"}, tool_call_id="final-1")],
             ),
             ModelRequest(parts=[ToolReturnPart("final_result", "done")]),
         ],
diff --git a/tests/pydantic/test_models.py b/tests/pydantic/test_models.py
index 8c3046b..22c5ed6 100644
--- a/tests/pydantic/test_models.py
+++ b/tests/pydantic/test_models.py
@@ -56,7 +56,7 @@ def _passthrough_tools(
 
 def test_passthrough_tools_model_helper_returns_a_copy() -> None:
     tool_defs: list[ToolDefinition] = []
-    copied = _passthrough_tools(cast(Any, None), tool_defs)
+    copied = _passthrough_tools(cast("Any", None), tool_defs)
     assert copied == []
     assert copied is not tool_defs
 
@@ -128,13 +128,13 @@ def test_session_model_override_is_session_local(tmp_path: Path) -> None:
         adapter.prompt(
             prompt=[text_block("Use the default model.")],
             session_id=first_session.session_id,
-        )
+        ),
     )
     asyncio.run(
         adapter.prompt(
             prompt=[text_block("Use the overridden model.")],
             session_id=second_session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["default", "switched"]
@@ -167,7 +167,7 @@ def test_set_config_option_model_updates_current_model(tmp_path: Path) -> None:
             config_id="model",
             session_id=new_session_response.session_id,
             value="model-b",
-        )
+        ),
     )
 
     assert config_response is not None
@@ -218,7 +218,7 @@ def test_provider_backed_surface_exposes_modes_config_and_plan(tmp_path: Path) -
     assert session_info_updates
     assert session_info_updates[-1].field_meta is not None
     assert session_info_updates[-1].field_meta["pydantic_acp"]["plan_storage"] == {
-        "directory": str(tmp_path / ".acpkit" / "plans")
+        "directory": str(tmp_path / ".acpkit" / "plans"),
     }
 
     client.updates.clear()
@@ -227,7 +227,7 @@ def test_provider_backed_surface_exposes_modes_config_and_plan(tmp_path: Path) -
             cwd=str(tmp_path),
             session_id=new_session_response.session_id,
             mcp_servers=[],
-        )
+        ),
     )
 
     assert resume_response.modes is not None
@@ -279,9 +279,9 @@ def test_plan_mode_sets_native_plan_from_structured_task_plan_output(
                             description="Native plan mode.",
                             prepare_func=_passthrough_tools,
                             plan_mode=True,
-                        )
+                        ),
                     ],
-                )
+                ),
             ],
             session_store=MemorySessionStore(),
         ),
@@ -296,7 +296,7 @@ def test_plan_mode_sets_native_plan_from_structured_task_plan_output(
         adapter.prompt(
             prompt=[text_block("Create a plan for this task.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     plan_updates = [update for _, update in client.updates if isinstance(update, AgentPlanUpdate)]
@@ -349,8 +349,8 @@ def route_plan_generation(
                                     ],
                                     "plan_md": "# Native Plan\n\n- Inspect the repo\n- Save the plan\n",
                                 },
-                            )
-                        ]
+                            ),
+                        ],
                     )
         raise AssertionError("expected a user prompt or tool return")  # pragma: no cover
 
@@ -370,9 +370,9 @@ def route_plan_generation(
                             description="Native plan mode.",
                             prepare_func=_passthrough_tools,
                             plan_mode=True,
-                        )
+                        ),
                     ],
-                )
+                ),
             ],
             session_store=MemorySessionStore(),
         ),
@@ -382,7 +382,7 @@ def route_plan_generation(
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     config_response = asyncio.run(
-        adapter.set_config_option("plan_generation_type", session.session_id, "tools")
+        adapter.set_config_option("plan_generation_type", session.session_id, "tools"),
     )
     assert config_response is not None
     assert any(
@@ -395,7 +395,7 @@ def route_plan_generation(
         adapter.prompt(
             prompt=[text_block("Plan the implementation.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     plan_updates = [update for _, update in client.updates if isinstance(update, AgentPlanUpdate)]
@@ -432,8 +432,8 @@ def route_plan_progress(
                             ToolCallPart(
                                 "acp_update_plan_entry",
                                 {"index": 1, "status": "in_progress"},
-                            )
-                        ]
+                            ),
+                        ],
                     )
         raise AssertionError("expected a user prompt or tool return")  # pragma: no cover
 
@@ -453,9 +453,9 @@ def route_plan_progress(
                             description="Execution mode with plan progress tools.",
                             prepare_func=_passthrough_tools,
                             plan_tools=True,
-                        )
+                        ),
                     ],
-                )
+                ),
             ],
             session_store=MemorySessionStore(),
         ),
@@ -464,7 +464,7 @@ def route_plan_progress(
     adapter.on_connect(client)
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
-    adapter_config = cast(_AdapterWithConfig, adapter)._config
+    adapter_config = cast("_AdapterWithConfig", adapter)._config
     stored_session = adapter_config.session_store.get(session.session_id)
     assert stored_session is not None
     stored_session.plan_markdown = "# Plan\n\n1. Implement the first item\n2. Verify it\n"
@@ -487,7 +487,7 @@ def route_plan_progress(
         adapter.prompt(
             prompt=[text_block("Implement the first plan item.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     plan_updates = [update for _, update in client.updates if isinstance(update, AgentPlanUpdate)]
@@ -522,20 +522,20 @@ def test_provider_backed_updates_drive_prompt_state(tmp_path: Path) -> None:
     client.updates.clear()
 
     set_mode_response = asyncio.run(
-        adapter.set_session_mode(mode_id="review", session_id=second_session.session_id)
+        adapter.set_session_mode(mode_id="review", session_id=second_session.session_id),
     )
     set_stream_response = asyncio.run(
         adapter.set_config_option(
             config_id="stream_enabled",
             session_id=second_session.session_id,
             value=True,
-        )
+        ),
     )
     asyncio.run(
         adapter.set_session_model(
             model_id="provider-model-b",
             session_id=second_session.session_id,
-        )
+        ),
     )
 
     assert set_mode_response is not None
@@ -564,13 +564,13 @@ def test_provider_backed_updates_drive_prompt_state(tmp_path: Path) -> None:
         adapter.prompt(
             prompt=[text_block("Use the provider default model.")],
             session_id=first_session.session_id,
-        )
+        ),
     )
     asyncio.run(
         adapter.prompt(
             prompt=[text_block("Use the provider override.")],
             session_id=second_session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["provider:model-a", "provider:model-b"]
@@ -603,7 +603,7 @@ def test_reserved_model_config_option_falls_back_to_provider(tmp_path: Path) ->
             config_id="model",
             session_id=session.session_id,
             value="provider-model-b",
-        )
+        ),
     )
 
     assert response is not None
@@ -628,7 +628,7 @@ def test_freeform_model_provider_omits_select_option_and_accepts_custom_ids(
         adapter.set_session_model(
             model_id="custom-model-z",
             session_id=session.session_id,
-        )
+        ),
     )
     stored_session = session_store.get(session.session_id)
 
@@ -656,14 +656,14 @@ def test_async_mode_config_and_plan_providers_are_supported(tmp_path: Path) -> N
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     set_mode_response = asyncio.run(
-        adapter.set_session_mode(mode_id="review", session_id=session.session_id)
+        adapter.set_session_mode(mode_id="review", session_id=session.session_id),
     )
     set_stream_response = asyncio.run(
         adapter.set_config_option(
             config_id="stream_enabled",
             session_id=session.session_id,
             value=True,
-        )
+        ),
     )
 
     assert set_mode_response is not None
@@ -700,7 +700,7 @@ def test_set_session_model_returns_none_without_model_support(tmp_path: Path) ->
 
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     response = asyncio.run(
-        adapter.set_session_model(model_id="openai:gpt-5", session_id=session.session_id)
+        adapter.set_session_model(model_id="openai:gpt-5", session_id=session.session_id),
     )
     stored_session = session_store.get(session.session_id)
 
@@ -719,7 +719,7 @@ def test_set_session_model_rejects_unknown_model_id(tmp_path: Path) -> None:
                     model_id="model-a",
                     name="Model A",
                     override=TestModel(custom_output_text="default", model_name="model-a"),
-                )
+                ),
             ],
             session_store=MemorySessionStore(),
         ),
@@ -728,7 +728,7 @@ def test_set_session_model_rejects_unknown_model_id(tmp_path: Path) -> None:
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     with pytest.raises(RequestError):
         asyncio.run(
-            adapter.set_session_model(model_id="missing-model", session_id=session.session_id)
+            adapter.set_session_model(model_id="missing-model", session_id=session.session_id),
         )
 
 
@@ -752,7 +752,7 @@ def test_set_config_option_rejects_invalid_model_and_mode_value_types(
                 config_id="model",
                 session_id=session.session_id,
                 value=False,
-            )
+            ),
         )
     with pytest.raises(RequestError):
         asyncio.run(
@@ -760,7 +760,7 @@ def test_set_config_option_rejects_invalid_model_and_mode_value_types(
                 config_id="mode",
                 session_id=session.session_id,
                 value=False,
-            )
+            ),
         )
 
 
@@ -776,7 +776,7 @@ def test_set_config_option_returns_none_for_unknown_option(tmp_path: Path) -> No
             config_id="missing_option",
             session_id=session.session_id,
             value=True,
-        )
+        ),
     )
 
     assert response is None
diff --git a/tests/pydantic/test_projection.py b/tests/pydantic/test_projection.py
index 3a2677b..b9c76be 100644
--- a/tests/pydantic/test_projection.py
+++ b/tests/pydantic/test_projection.py
@@ -92,7 +92,7 @@ def write_file(path: str, content: str, old_text: str) -> str:
         adapter.prompt(
             prompt=[text_block("Update the file.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_updates = [
@@ -141,7 +141,7 @@ def read_file(path: str) -> str:
         adapter.prompt(
             prompt=[text_block("Read the file.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_updates = [
@@ -185,7 +185,7 @@ def read_file(path: str) -> str:
         adapter.prompt(
             prompt=[text_block("Read the file.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_updates = [
@@ -228,7 +228,7 @@ def write_file(path: str, content: str) -> str:
         adapter.prompt(
             prompt=[text_block("Update the file.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_start = next(update for _, update in client.updates if isinstance(update, ToolCallStart))
@@ -260,7 +260,7 @@ def run_shell(script: str) -> dict[str, str | int]:
             FileSystemProjectionMap(
                 default_bash_tool="run_shell",
                 command_arg="script",
-            )
+            ),
         ],
     )
     client = RecordingClient()
@@ -271,7 +271,7 @@ def run_shell(script: str) -> dict[str, str | int]:
         adapter.prompt(
             prompt=[text_block("Run the shell command.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_updates = [
@@ -309,7 +309,7 @@ def run_shell(script: str) -> dict[str, str | int]:
             "```text",
             "hello",
             "```",
-        )
+        ),
     )
     assert tool_progress.status == "completed"
 
@@ -337,7 +337,7 @@ def run_shell(script: str) -> dict[str, str | int]:
             FileSystemProjectionMap(
                 default_bash_tool="run_shell",
                 command_arg="script",
-            )
+            ),
         ],
     )
     client = RecordingClient()
@@ -348,7 +348,7 @@ def run_shell(script: str) -> dict[str, str | int]:
         adapter.prompt(
             prompt=[text_block("Run the shell command.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_progress = next(
@@ -371,7 +371,7 @@ def run_shell(script: str) -> dict[str, str | int]:
             "```text",
             "boom",
             "```",
-        )
+        ),
     )
 
 
@@ -403,7 +403,7 @@ def test_builtin_web_search_projection_renders_query_and_results() -> None:
                     "title": "ACP Kit",
                     "url": "https://example.com/acpkit",
                     "snippet": "Adapter toolkit for truthful ACP servers.",
-                }
+                },
             ],
         ),
         classifier=classifier,
@@ -507,8 +507,8 @@ def test_build_tool_updates_supports_builtin_tool_call_and_return_parts() -> Non
                         tool_name="web_search",
                         args={"query": "acpkit"},
                         tool_call_id="search-1",
-                    )
-                ]
+                    ),
+                ],
             ),
             ModelResponse(
                 parts=[
@@ -516,8 +516,8 @@ def test_build_tool_updates_supports_builtin_tool_call_and_return_parts() -> Non
                         tool_name="web_search",
                         tool_call_id="search-1",
                         content={"results": [{"title": "ACP Kit", "href": "https://example.com"}]},
-                    )
-                ]
+                    ),
+                ],
             ),
         ],
         classifier=DefaultToolClassifier(),
@@ -668,10 +668,10 @@ def test_build_compaction_updates_renders_anthropic_summary() -> None:
                     CompactionPart(
                         content="Summary of prior conversation.",
                         provider_name="anthropic",
-                    )
-                ]
-            )
-        ]
+                    ),
+                ],
+            ),
+        ],
     )
 
     assert len(updates) == 2
@@ -688,7 +688,7 @@ def test_build_compaction_updates_renders_anthropic_summary() -> None:
             "",
             "Summary:",
             "Summary of prior conversation.",
-        )
+        ),
     )
 
 
@@ -709,7 +709,7 @@ def run_shell(script: str) -> dict[str, str]:
             FileSystemProjectionMap(
                 default_bash_tool="run_shell",
                 command_arg="script",
-            )
+            ),
         ],
     )
     client = RecordingClient()
@@ -720,7 +720,7 @@ def run_shell(script: str) -> dict[str, str]:
         adapter.prompt(
             prompt=[text_block("Run the shell command.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_progress = next(
@@ -902,7 +902,7 @@ def raise_oserror(self: Path, encoding: str = "utf-8", errors: str = "replace")
             "```bash",
             "echo hello",
             "```",
-        )
+        ),
     )
 
     assert "User location: Istanbul, TR, Europe/Istanbul" in _format_web_search_start(
@@ -913,7 +913,7 @@ def raise_oserror(self: Path, encoding: str = "utf-8", errors: str = "replace")
                 "country": "TR",
                 "timezone": "Europe/Istanbul",
             },
-        }
+        },
     )
     assert (
         _format_web_search_progress(
@@ -928,7 +928,7 @@ def raise_oserror(self: Path, encoding: str = "utf-8", errors: str = "replace")
     ) == ("Fetched binary content.")
     assert _format_image_generation_start({}) == "Generating image."
     assert _format_mcp_start("mcp_server:repo", {"action": "list_tools"}) == "\n".join(
-        ("Server: repo", "Action: list_tools")
+        ("Server: repo", "Action: list_tools"),
     )
     assert _format_mcp_progress({"tools": [{"id": "search"}]}, "fallback") == "Tools listed: 1"
     assert _format_mcp_progress("invalid", "fallback") == "fallback"
@@ -986,14 +986,15 @@ def test_compaction_helpers_cover_skips_collisions_and_payload_variants() -> Non
         "compaction_id": "cmp-1",
     }
     assert _format_compaction_progress(
-        provider_details_part, provider_name="anthropic"
+        provider_details_part,
+        provider_name="anthropic",
     ) == "\n".join(
         (
             "Provider: anthropic",
             "Status: history compacted",
             "Compaction payload stored for round-trip.",
             "Compaction id: cmp-1",
-        )
+        ),
     )
     assert _format_compaction_progress(completed_part, provider_name="anthropic") == "\n".join(
         (
@@ -1001,7 +1002,7 @@ def test_compaction_helpers_cover_skips_collisions_and_payload_variants() -> Non
             "Status: history compacted",
             "Compaction completed.",
             "Compaction id: cmp-2",
-        )
+        ),
     )
 
     collision_updates = build_compaction_updates(
@@ -1060,7 +1061,7 @@ def test_build_tool_updates_skips_final_result_and_projects_retry_prompts() -> N
                         tool_call_id="out-1",
                         content="done",
                     ),
-                ]
+                ],
             ),
             ModelRequest(
                 parts=[
@@ -1068,8 +1069,8 @@ def test_build_tool_updates_skips_final_result_and_projects_retry_prompts() -> N
                         "retry search",
                         tool_name="web_search",
                         tool_call_id="retry-1",
-                    )
-                ]
+                    ),
+                ],
             ),
         ],
         classifier=DefaultToolClassifier(),
@@ -1384,7 +1385,7 @@ def test_projection_aware_tool_classifier_uses_filesystem_projection_names() ->
                 default_write_tool="save_document",
                 default_bash_tool="run_command",
                 default_search_tool="list_files",
-            )
+            ),
         ],
     )
 
@@ -1448,10 +1449,10 @@ def test_projection_aware_tool_classifier_recurses_into_composite_maps() -> None
                             FileSystemProjectionMap(default_read_tool="nested_read"),
                             FileSystemProjectionMap(default_write_tool="nested_write"),
                             FileSystemProjectionMap(default_bash_tool="nested_command"),
-                        )
+                        ),
                     ),
-                )
-            )
+                ),
+            ),
         ],
     )
 
diff --git a/tests/pydantic/test_runtime.py b/tests/pydantic/test_runtime.py
index bfcb89c..171c9f4 100644
--- a/tests/pydantic/test_runtime.py
+++ b/tests/pydantic/test_runtime.py
@@ -100,7 +100,7 @@ def test_prompt_and_load_session_replay_history(tmp_path: Path) -> None:
             prompt=[text_block("Summarize the change.")],
             session_id=new_session_response.session_id,
             message_id="user-message-1",
-        )
+        ),
     )
 
     assert prompt_response.stop_reason == "end_turn"
@@ -119,7 +119,7 @@ def test_prompt_and_load_session_replay_history(tmp_path: Path) -> None:
             cwd=str(tmp_path),
             session_id=new_session_response.session_id,
             mcp_servers=[],
-        )
+        ),
     )
 
     assert load_response is not None
@@ -157,7 +157,7 @@ def test_initialize_negotiates_protocol_and_exposes_mcp_capabilities() -> None:
         servers=[
             McpServerDefinition(server_id="http-server", name="HTTP", transport="http"),
             McpServerDefinition(server_id="sse-server", name="SSE", transport="sse"),
-        ]
+        ],
     )
     adapter = create_acp_agent(
         agent=Agent(TestModel()),
@@ -204,7 +204,8 @@ def read_file(path: str) -> str:
         return f"contents:{path}"
 
     adapter = create_acp_agent(
-        agent=agent, config=AdapterConfig(session_store=MemorySessionStore())
+        agent=agent,
+        config=AdapterConfig(session_store=MemorySessionStore()),
     )
     client = RecordingClient()
     adapter.on_connect(client)
@@ -214,7 +215,7 @@ def read_file(path: str) -> str:
         adapter.prompt(
             prompt=[text_block("Read the file.")],
             session_id=new_session_response.session_id,
-        )
+        ),
     )
 
     tool_updates = [
@@ -248,7 +249,7 @@ def test_prompt_streams_text_chunks_with_shared_message_id(tmp_path: Path) -> No
         adapter.prompt(
             prompt=[text_block("Stream the answer.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     agent_updates = [
@@ -272,7 +273,7 @@ def test_optional_text_output_none_does_not_emit_literal_null(tmp_path: Path) ->
         adapter.prompt(
             prompt=[text_block("Return nothing if no answer is available.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert response.stop_reason == "end_turn"
@@ -329,7 +330,7 @@ def review_tools(ctx, tool_defs):
                         prepare_func=review_tools,
                     ),
                 ],
-            )
+            ),
         ],
     )
     first_adapter = create_acp_agent(
@@ -341,14 +342,14 @@ def review_tools(ctx, tool_defs):
 
     session = asyncio.run(first_adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     set_mode_response = asyncio.run(
-        first_adapter.set_session_mode(mode_id="review", session_id=session.session_id)
+        first_adapter.set_session_mode(mode_id="review", session_id=session.session_id),
     )
     assert set_mode_response is not None
     prompt_response = asyncio.run(
         first_adapter.prompt(
             prompt=[text_block("First run before restart.")],
             session_id=session.session_id,
-        )
+        ),
     )
     assert prompt_response.stop_reason == "end_turn"
 
@@ -367,7 +368,7 @@ def review_tools(ctx, tool_defs):
             cwd=str(tmp_path),
             session_id=session.session_id,
             mcp_servers=[],
-        )
+        ),
     )
     assert loaded is not None
     assert loaded.modes is not None
@@ -378,7 +379,7 @@ def review_tools(ctx, tool_defs):
         restarted_adapter.prompt(
             prompt=[text_block("Continue after restart.")],
             session_id=session.session_id,
-        )
+        ),
     )
     assert follow_up.stop_reason == "end_turn"
     assert agent_message_texts(restarted_client) == [
@@ -403,7 +404,7 @@ def test_file_session_store_skips_malformed_sessions_in_public_flows(
     assert [session.session_id for session in listed.sessions] == [valid_session.session_id]
 
     loaded = asyncio.run(
-        adapter.load_session(cwd=str(tmp_path), session_id="broken", mcp_servers=[])
+        adapter.load_session(cwd=str(tmp_path), session_id="broken", mcp_servers=[]),
     )
     assert loaded is None
 
@@ -438,10 +439,10 @@ def test_interleaved_sessions_keep_selected_models_isolated(tmp_path: Path) -> N
 
     asyncio.run(adapter.prompt(prompt=[text_block("Run first once.")], session_id=first.session_id))
     asyncio.run(
-        adapter.prompt(prompt=[text_block("Run second once.")], session_id=second.session_id)
+        adapter.prompt(prompt=[text_block("Run second once.")], session_id=second.session_id),
     )
     asyncio.run(
-        adapter.prompt(prompt=[text_block("Run first again.")], session_id=first.session_id)
+        adapter.prompt(prompt=[text_block("Run first again.")], session_id=first.session_id),
     )
 
     first_updates = [
@@ -483,7 +484,7 @@ def test_list_sessions_filters_by_cwd_and_orders_latest_first(tmp_path: Path) ->
         adapter.prompt(
             prompt=[text_block("Refresh alpha ordering.")],
             session_id=alpha_session.session_id,
-        )
+        ),
     )
 
     listed_all = asyncio.run(adapter.list_sessions())
diff --git a/tests/pydantic/test_session_runtime_helpers.py b/tests/pydantic/test_session_runtime_helpers.py
index 979324a..6094f1f 100644
--- a/tests/pydantic/test_session_runtime_helpers.py
+++ b/tests/pydantic/test_session_runtime_helpers.py
@@ -36,7 +36,7 @@ def test_list_sessions_filters_by_cwd_and_close_session_handles_missing(
         agent=Agent(TestModel(custom_output_text="ok")),
         config=AdapterConfig(session_store=MemorySessionStore()),
     )
-    adapter_any = cast(Any, adapter)
+    adapter_any = cast("Any", adapter)
     first = asyncio.run(adapter.new_session(cwd=str(tmp_path / "a"), mcp_servers=[]))
     second = asyncio.run(adapter.new_session(cwd=str(tmp_path / "b"), mcp_servers=[]))
 
@@ -63,14 +63,14 @@ def keep_tools(_ctx: Any, tool_defs: list[Any]) -> list[Any]:
                 AdapterModel(
                     model_id="test:model",
                     name="Test Model",
-                    override=cast(Any, agent.model),
-                )
+                    override=cast("Any", agent.model),
+                ),
             ],
             capability_bridges=[
                 PrepareToolsBridge(
                     default_mode_id="chat",
                     modes=[PrepareToolsMode(id="chat", name="Chat", prepare_func=keep_tools)],
-                )
+                ),
             ],
             session_store=MemorySessionStore(),
         ),
@@ -108,7 +108,7 @@ def test_session_runtime_helper_inventory_and_missing_session_paths(
         config=AdapterConfig(session_store=MemorySessionStore()),
     )
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
-    adapter_any = cast(Any, adapter)
+    adapter_any = cast("Any", adapter)
     stored_session = adapter_any._config.session_store.get(session.session_id)
     assert stored_session is not None
     adapter_any._update_session_mcp_servers(stored_session, [])
@@ -126,7 +126,7 @@ def test_set_session_model_covers_missing_state_and_unconfigured_selection(
         agent=Agent(TestModel(custom_output_text="ok")),
         config=AdapterConfig(session_store=MemorySessionStore()),
     )
-    adapter_any = cast(Any, adapter)
+    adapter_any = cast("Any", adapter)
     runtime = adapter_any._session_runtime
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
@@ -162,7 +162,9 @@ async def fake_emit_updates(*_args: Any, **_kwargs: Any) -> None:
 
     monkeypatch.setattr(runtime, "_get_model_selection_state", permissive_model_state)
     monkeypatch.setattr(
-        runtime, "_resolve_unconfigured_model_id", lambda model_id: model_id.strip()
+        runtime,
+        "_resolve_unconfigured_model_id",
+        lambda model_id: model_id.strip(),
     )
     monkeypatch.setattr(runtime, "_remember_default_model", lambda _agent: None)
     monkeypatch.setattr(runtime, "_build_session_surface", fake_build_surface)
@@ -198,10 +200,10 @@ def set_config_option(
         agent=Agent(TestModel(custom_output_text="ok")),
         config=AdapterConfig(
             session_store=MemorySessionStore(),
-            capability_bridges=[cast(Any, BridgeConfigOptionHandler())],
+            capability_bridges=[cast("Any", BridgeConfigOptionHandler())],
         ),
     )
-    adapter_any = cast(Any, adapter)
+    adapter_any = cast("Any", adapter)
     runtime = adapter_any._session_runtime
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
 
@@ -238,7 +240,7 @@ def test_session_runtime_misc_runtime_helpers_and_serialization(
         agent=agent,
         config=AdapterConfig(session_store=MemorySessionStore()),
     )
-    adapter_any = cast(Any, adapter)
+    adapter_any = cast("Any", adapter)
     runtime = adapter_any._session_runtime
     session = asyncio.run(adapter.new_session(cwd=str(tmp_path), mcp_servers=[]))
     stored_session = adapter_any._config.session_store.get(session.session_id)
@@ -274,7 +276,7 @@ def test_session_runtime_misc_runtime_helpers_and_serialization(
             "command": "python",
             "name": "repo",
             "transport": "stdio",
-        }
+        },
     ]
 
     current_model = " "
@@ -283,8 +285,11 @@ def test_session_runtime_misc_runtime_helpers_and_serialization(
     assert (
         asyncio.run(
             runtime._build_config_options(
-                stored_session, agent, model_selection_state=None, mode_state=None
-            )
+                stored_session,
+                agent,
+                model_selection_state=None,
+                mode_state=None,
+            ),
         )
         is None
     )
diff --git a/tests/pydantic/test_slash_commands.py b/tests/pydantic/test_slash_commands.py
index 216df07..6f86fbf 100644
--- a/tests/pydantic/test_slash_commands.py
+++ b/tests/pydantic/test_slash_commands.py
@@ -153,8 +153,8 @@ def test_slash_command_render_helpers_cover_empty_states() -> None:
                     transport="http",
                     source="session",
                     target="https://repo.example/mcp",
-                )
-            ]
+                ),
+            ],
         )
         == "MCP servers:\n- repo (http, session): https://repo.example/mcp"
     )
@@ -186,7 +186,7 @@ def test_build_available_commands_skips_optional_commands_when_state_is_missing(
                 name="Thinking",
                 current_value=False,
                 type="boolean",
-            )
+            ),
         ],
     )
     assert [command.name for command in thinking_commands] == [
@@ -214,7 +214,7 @@ def test_validate_mode_command_ids_rejects_invalid_duplicate_and_reserved_values
 def test_list_agent_tools_skips_internal_invalid_and_non_tool_entries() -> None:
     agent = Agent(TestModel(custom_output_text="unused"))
     function_toolset = agent._function_toolset
-    cast(Any, function_toolset).tools = {
+    cast("Any", function_toolset).tools = {
         "acp_hidden": Tool(lambda: "x", takes_ctx=False, name="acp_hidden"),
         1: Tool(lambda: "x", takes_ctx=False, name="bad"),  # type: ignore[dict-item]
         "plain": _INVALID_SLASH_VALUE,
@@ -224,7 +224,7 @@ def test_list_agent_tools_skips_internal_invalid_and_non_tool_entries() -> None:
     tool_infos = list_agent_tools(agent)
 
     assert [tool_info.name for tool_info in tool_infos] == ["visible"]
-    assert list_agent_tools(cast(Any, SimpleNamespace())) == []
+    assert list_agent_tools(cast("Any", SimpleNamespace())) == []
 
 
 def test_model_slash_command_reports_current_model_and_sets_new_model(
@@ -243,7 +243,7 @@ def test_model_slash_command_reports_current_model_and_sets_new_model(
         adapter.prompt(
             prompt=[text_block("/model openai:gpt-5")],
             session_id=session.session_id,
-        )
+        ),
     )
     asyncio.run(adapter.prompt(prompt=[text_block("/model")], session_id=session.session_id))
 
@@ -288,7 +288,7 @@ def passthrough_tools(
                             prepare_func=lambda _ctx, tool_defs: passthrough_tools(tool_defs),
                         ),
                     ],
-                )
+                ),
             ],
             session_store=MemorySessionStore(),
         ),
@@ -418,14 +418,14 @@ def route_with_thinking(
 
     asyncio.run(adapter.prompt(prompt=[text_block("/thinking")], session_id=session.session_id))
     asyncio.run(
-        adapter.prompt(prompt=[text_block("/thinking HIGH")], session_id=session.session_id)
+        adapter.prompt(prompt=[text_block("/thinking HIGH")], session_id=session.session_id),
     )
     asyncio.run(adapter.prompt(prompt=[text_block("/thinking")], session_id=session.session_id))
     asyncio.run(
         adapter.prompt(
             prompt=[text_block("Use the configured thinking effort.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == [
@@ -472,7 +472,7 @@ def create_codex_responses_model(model_id: str, *, instructions: str) -> TestMod
         adapter.prompt(
             prompt=[text_block("/model codex:gpt-5")],
             session_id=session.session_id,
-        )
+        ),
     )
     stored_session = session_store.get(session.session_id)
 
@@ -493,7 +493,7 @@ def test_invalid_selected_model_falls_back_to_default_model(tmp_path: Path) -> N
         adapter.prompt(
             prompt=[text_block("/model broken:model")],
             session_id=session.session_id,
-        )
+        ),
     )
     client.updates.clear()
 
@@ -501,7 +501,7 @@ def test_invalid_selected_model_falls_back_to_default_model(tmp_path: Path) -> N
         adapter.prompt(
             prompt=[text_block("Run after invalid model selection.")],
             session_id=session.session_id,
-        )
+        ),
     )
     asyncio.run(adapter.prompt(prompt=[text_block("/model")], session_id=session.session_id))
 
@@ -520,8 +520,8 @@ def read_repo(path: str) -> str:
 
         Args:
             path: Relative path to read.
-        """
 
+        """
         return path  # pragma: no cover
 
     @agent.tool_plain(requires_approval=True)
@@ -539,7 +539,7 @@ def delete_repo(path: str) -> str:
     asyncio.run(adapter.prompt(prompt=[text_block("/tools")], session_id=session.session_id))
 
     assert agent_message_texts(client) == [
-        "Available tools:\n- delete_repo [approval]\n- read_repo: Read a repository file."
+        "Available tools:\n- delete_repo [approval]\n- read_repo: Read a repository file.",
     ]
 
 
@@ -579,7 +579,7 @@ def echo(text: str) -> str:
     assert agent_message_texts(client) == [
         "Registered hooks:\n"
         "- Before Model: annotate_request\n"
-        "- Before Tool: audit_echo [tools: echo]"
+        "- Before Tool: audit_echo [tools: echo]",
     ]
 
 
@@ -628,7 +628,7 @@ def test_mcp_servers_slash_command_extracts_servers_from_agent_toolsets(
             adapter.prompt(
                 prompt=[text_block("/mcp-servers")],
                 session_id=session.session_id,
-            )
+            ),
         )
     finally:
         monkeypatch.undo()
@@ -637,7 +637,7 @@ def test_mcp_servers_slash_command_extracts_servers_from_agent_toolsets(
         "MCP servers:\n"
         "- remote-sse (sse, agent): https://example.com/sse | prefix=docs\n"
         "- local-stdio (stdio, agent): python server.py | prefix=fs\n"
-        "- https://example.com/mcp (http, agent): https://example.com/mcp"
+        "- https://example.com/mcp (http, agent): https://example.com/mcp",
     ]
 
 
@@ -662,7 +662,7 @@ def test_extract_session_mcp_servers_skips_invalid_and_dedupes_sources() -> None
             },
         ],
         metadata=cast(
-            dict[str, JsonValue],
+            "dict[str, JsonValue]",
             {
                 "pydantic_acp": {
                     "mcp": {
@@ -679,9 +679,9 @@ def test_extract_session_mcp_servers_skips_invalid_and_dedupes_sources() -> None
                                 "description": "remote docs",
                             },
                             {1: "invalid"},
-                        ]
-                    }
-                }
+                        ],
+                    },
+                },
             },
         ),
     )
@@ -699,10 +699,10 @@ def test_extract_session_mcp_servers_covers_agent_dedupes_and_invalid_metadata_s
     http_cls = type("MCPServerStreamableHTTP", (), {})
     http_cls.__module__ = "pydantic_ai.mcp"
     http_toolset = http_cls()
-    cast(Any, http_toolset).url = "https://repo.example/mcp"
-    cast(Any, http_toolset).id = "repo-http"
+    cast("Any", http_toolset).url = "https://repo.example/mcp"
+    cast("Any", http_toolset).id = "repo-http"
 
-    agent = cast(Any, SimpleNamespace(toolsets=[http_toolset, http_toolset]))
+    agent = cast("Any", SimpleNamespace(toolsets=[http_toolset, http_toolset]))
     expected_agent_infos = list_agent_mcp_servers(agent)
     assert len(expected_agent_infos) == 1
 
@@ -750,10 +750,10 @@ def test_extract_session_mcp_servers_covers_agent_dedupes_and_invalid_metadata_s
                             "name": "repo-http",
                             "transport": "http",
                             "url": "https://repo.example/mcp",
-                        }
-                    ]
-                }
-            }
+                        },
+                    ],
+                },
+            },
         },
     )
     infos = extract_session_mcp_servers(session_with_duplicates, agent=agent)
@@ -764,17 +764,17 @@ def test_mcp_helper_parsers_cover_invalid_and_fallback_paths() -> None:
     assert _mcp_server_info_from_session_payload({"transport": "stdio"}) is None
     assert _mcp_server_info_from_session_payload({"name": "demo"}) is None
     stdio_info = _mcp_server_info_from_session_payload(
-        {"name": "stdio", "transport": "stdio", "args": ["--serve"]}
+        {"name": "stdio", "transport": "stdio", "args": ["--serve"]},
     )
     assert stdio_info is not None
     assert stdio_info.target == "<stdio> --serve"
     stdio_command_info = _mcp_server_info_from_session_payload(
-        {"name": "stdio", "transport": "stdio", "command": "python", "args": []}
+        {"name": "stdio", "transport": "stdio", "command": "python", "args": []},
     )
     assert stdio_command_info is not None
     assert stdio_command_info.target == "python"
     http_info = _mcp_server_info_from_session_payload(
-        {"name": "http", "transport": "http", "url": "https://demo.test/mcp"}
+        {"name": "http", "transport": "http", "url": "https://demo.test/mcp"},
     )
     assert http_info is not None
     assert http_info.target == "https://demo.test/mcp"
@@ -788,11 +788,11 @@ def test_mcp_helper_parsers_cover_invalid_and_fallback_paths() -> None:
     stdio_cls = type("MCPServerStdio", (), {})
     stdio_cls.__module__ = "pydantic_ai.mcp"
     stdio_toolset = stdio_cls()
-    cast(Any, stdio_toolset).command = ""
-    cast(Any, stdio_toolset).args = []
+    cast("Any", stdio_toolset).command = ""
+    cast("Any", stdio_toolset).args = []
     assert _mcp_server_info_from_stdio_toolset(stdio_toolset) is None
-    cast(Any, stdio_toolset).command = "python"
-    cast(Any, stdio_toolset).tool_prefix = None
+    cast("Any", stdio_toolset).command = "python"
+    cast("Any", stdio_toolset).tool_prefix = None
     stdio_result = _mcp_server_info_from_stdio_toolset(stdio_toolset)
     assert stdio_result is not None
     assert stdio_result.target == "python"
@@ -800,13 +800,13 @@ def test_mcp_helper_parsers_cover_invalid_and_fallback_paths() -> None:
     http_cls = type("MCPServerStreamableHTTP", (), {})
     http_cls.__module__ = "pydantic_ai.mcp"
     http_toolset = http_cls()
-    cast(Any, http_toolset).url = "https://demo.test/mcp"
-    cast(Any, http_toolset).tool_prefix = "repo."
-    cast(Any, http_toolset)._id = "toolset-id"
+    cast("Any", http_toolset).url = "https://demo.test/mcp"
+    cast("Any", http_toolset).tool_prefix = "repo."
+    cast("Any", http_toolset)._id = "toolset-id"
     http_result = _mcp_server_info_from_http_toolset(http_toolset)
     assert http_result is not None
     assert http_result.target == "https://demo.test/mcp | prefix=repo."
-    cast(Any, http_toolset).url = ""
+    cast("Any", http_toolset).url = ""
     assert _mcp_server_info_from_http_toolset(http_toolset) is None
     assert _toolset_name(SimpleNamespace(), fallback="fallback") == "fallback"
 
@@ -815,20 +815,20 @@ def test_list_agent_mcp_servers_handles_fake_toolsets_and_nested_wrappers() -> N
     stdio_cls = type("MCPServerStdio", (), {})
     stdio_cls.__module__ = "pydantic_ai.mcp"
     stdio_toolset = stdio_cls()
-    cast(Any, stdio_toolset).command = "python"
-    cast(Any, stdio_toolset).args = ["server.py"]
-    cast(Any, stdio_toolset).tool_prefix = "fs"
-    cast(Any, stdio_toolset).id = "local-stdio"
+    cast("Any", stdio_toolset).command = "python"
+    cast("Any", stdio_toolset).args = ["server.py"]
+    cast("Any", stdio_toolset).tool_prefix = "fs"
+    cast("Any", stdio_toolset).id = "local-stdio"
 
     http_cls = type("MCPServerStreamableHTTP", (), {})
     http_cls.__module__ = "pydantic_ai.mcp"
     http_toolset = http_cls()
-    cast(Any, http_toolset).url = "https://example.com/mcp"
-    cast(Any, http_toolset).tool_prefix = "docs"
-    cast(Any, http_toolset)._id = "remote-http"
+    cast("Any", http_toolset).url = "https://example.com/mcp"
+    cast("Any", http_toolset).tool_prefix = "docs"
+    cast("Any", http_toolset)._id = "remote-http"
 
     dummy_agent = types.SimpleNamespace(toolsets=[stdio_toolset, http_toolset])
-    server_infos = list_agent_mcp_servers(cast(Any, dummy_agent))
+    server_infos = list_agent_mcp_servers(cast("Any", dummy_agent))
 
     assert [(info.name, info.transport, info.target) for info in server_infos] == [
         ("local-stdio", "stdio", "python server.py | prefix=fs"),
@@ -836,23 +836,23 @@ def test_list_agent_mcp_servers_handles_fake_toolsets_and_nested_wrappers() -> N
     ]
 
     dup_agent = types.SimpleNamespace(toolsets=[stdio_toolset, stdio_toolset])
-    deduped = list_agent_mcp_servers(cast(Any, dup_agent))
+    deduped = list_agent_mcp_servers(cast("Any", dup_agent))
     assert [(info.name, info.target) for info in deduped] == [
-        ("local-stdio", "python server.py | prefix=fs")
+        ("local-stdio", "python server.py | prefix=fs"),
     ]
 
     assert _iter_mcp_server_infos(CombinedToolset([])) == []
     assert _iter_mcp_server_infos(WrapperToolset(CombinedToolset([]))) == []
     assert _iter_mcp_server_infos(DynamicToolset(lambda _ctx: None)) == []
     combined_infos = _iter_mcp_server_infos(
-        CombinedToolset(cast(Any, [http_toolset, stdio_toolset]))
+        CombinedToolset(cast("Any", [http_toolset, stdio_toolset])),
     )
     assert [(info.name, info.transport) for info in combined_infos] == [
         ("remote-http", "http"),
         ("local-stdio", "stdio"),
     ]
     dynamic_toolset = DynamicToolset(lambda _ctx: None)
-    dynamic_toolset._toolset = cast(Any, http_toolset)
+    dynamic_toolset._toolset = cast("Any", http_toolset)
     dynamic_infos = _iter_mcp_server_infos(dynamic_toolset)
     assert [(info.name, info.transport) for info in dynamic_infos] == [("remote-http", "http")]
     assert _iter_mcp_server_infos(object()) == []
@@ -861,7 +861,7 @@ def test_list_agent_mcp_servers_handles_fake_toolsets_and_nested_wrappers() -> N
 def _make_named_transport(class_name: str, url: str) -> Any:
     transport_cls = type(class_name, (), {})
     transport = transport_cls()
-    cast(Any, transport).url = url
+    cast("Any", transport).url = url
     return transport
 
 
@@ -869,22 +869,22 @@ def test_list_agent_mcp_servers_handles_mcp_toolset() -> None:
     mcp_toolset_cls = type("MCPToolset", (), {})
     mcp_toolset_cls.__module__ = "pydantic_ai.mcp"
     http_toolset = mcp_toolset_cls()
-    cast(Any, http_toolset).id = "remote-mcp"
-    cast(Any, http_toolset).client = SimpleNamespace(url="https://example.com/mcp")
+    cast("Any", http_toolset).id = "remote-mcp"
+    cast("Any", http_toolset).client = SimpleNamespace(url="https://example.com/mcp")
 
     http_agent = types.SimpleNamespace(toolsets=[http_toolset])
-    http_infos = list_agent_mcp_servers(cast(Any, http_agent))
+    http_infos = list_agent_mcp_servers(cast("Any", http_agent))
     assert [(info.name, info.transport, info.target) for info in http_infos] == [
         ("remote-mcp", "http", "https://example.com/mcp"),
     ]
 
     stdio_toolset = mcp_toolset_cls()
-    cast(Any, stdio_toolset)._id = "local-mcp"
-    cast(Any, stdio_toolset).client = SimpleNamespace(
-        transport=SimpleNamespace(command="python", args=["server.py"])
+    cast("Any", stdio_toolset)._id = "local-mcp"
+    cast("Any", stdio_toolset).client = SimpleNamespace(
+        transport=SimpleNamespace(command="python", args=["server.py"]),
     )
     stdio_agent = types.SimpleNamespace(toolsets=[stdio_toolset])
-    stdio_infos = list_agent_mcp_servers(cast(Any, stdio_agent))
+    stdio_infos = list_agent_mcp_servers(cast("Any", stdio_agent))
     assert [(info.name, info.transport, info.target) for info in stdio_infos] == [
         ("local-mcp", "stdio", "python server.py"),
     ]
@@ -903,15 +903,16 @@ def test_list_agent_mcp_servers_handles_mcp_toolset() -> None:
         (
             SimpleNamespace(
                 transport=_make_named_transport(
-                    "StreamableHttpSseTransport", "https://example.com/sse"
-                )
+                    "StreamableHttpSseTransport",
+                    "https://example.com/sse",
+                ),
             ),
             "sse",
             "https://example.com/sse",
         ),
         (
             SimpleNamespace(
-                transport=SimpleNamespace(command="python", args=["server.py", "--serve"])
+                transport=SimpleNamespace(command="python", args=["server.py", "--serve"]),
             ),
             "stdio",
             "python server.py --serve",
@@ -957,9 +958,9 @@ def test_mcp_server_info_from_mcp_toolset_builds_server_info_from_client() -> No
     mcp_toolset_cls = type("MCPToolset", (), {})
     mcp_toolset_cls.__module__ = "pydantic_ai.mcp"
     toolset = mcp_toolset_cls()
-    cast(Any, toolset).id = "remote-mcp"
-    cast(Any, toolset).client = SimpleNamespace(
-        transport=_make_named_transport("StreamableHttpSseTransport", "https://example.com/sse")
+    cast("Any", toolset).id = "remote-mcp"
+    cast("Any", toolset).client = SimpleNamespace(
+        transport=_make_named_transport("StreamableHttpSseTransport", "https://example.com/sse"),
     )
 
     server_info = _mcp_server_info_from_mcp_toolset(toolset)
@@ -998,7 +999,7 @@ def test_mcp_servers_slash_command_renders_attached_servers(tmp_path: Path) -> N
     assert agent_message_texts(client) == [
         "MCP servers:\n"
         "- repo-http (http, session): https://repo.example/mcp\n"
-        "- repo-stdio (stdio, session): python server.py"
+        "- repo-stdio (stdio, session): python server.py",
     ]
 
 
@@ -1034,7 +1035,7 @@ def test_extract_session_mcp_servers_dedupes_agent_and_session_duplicates(
         ],
     )
 
-    infos = extract_session_mcp_servers(session, agent=cast(Any, _INVALID_SLASH_VALUE))
+    infos = extract_session_mcp_servers(session, agent=cast("Any", _INVALID_SLASH_VALUE))
 
     assert [(info.name, info.source) for info in infos] == [
         ("docs", "agent"),
@@ -1057,7 +1058,7 @@ def test_invalid_selected_model_does_not_leave_failed_tool_updates(
         adapter.prompt(
             prompt=[text_block("/model broken:model")],
             session_id=session.session_id,
-        )
+        ),
     )
     client.updates.clear()
 
@@ -1065,7 +1066,7 @@ def test_invalid_selected_model_does_not_leave_failed_tool_updates(
         adapter.prompt(
             prompt=[text_block("Run after invalid model selection.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_failures = [
@@ -1090,11 +1091,11 @@ def test_static_custom_slash_command_is_advertised_and_handled(tmp_path: Path) -
                             title="Custom command",
                             kind="execute",
                             status="completed",
-                        )
+                        ),
                     ],
                 ),
-            )
-        ]
+            ),
+        ],
     )
     adapter = create_acp_agent(
         agent=Agent(TestModel(custom_output_text="model-output")),
@@ -1135,12 +1136,12 @@ def test_custom_slash_command_can_skip_text_and_surface_refresh(tmp_path: Path)
                             title="Silent command",
                             kind="execute",
                             status="completed",
-                        )
+                        ),
                     ],
                     refresh_session_surface=False,
                 ),
-            )
-        ]
+            ),
+        ],
     )
     adapter = create_acp_agent(
         agent=Agent(TestModel(custom_output_text="model-output")),
@@ -1198,8 +1199,8 @@ def test_custom_slash_command_collisions_are_rejected(tmp_path: Path) -> None:
             StaticSlashCommand(
                 command=AvailableCommand(name="tools", description="Collides."),
                 handler=lambda request: SlashCommandResult(text=request.name),
-            )
-        ]
+            ),
+        ],
     )
     adapter = create_acp_agent(
         agent=Agent(TestModel(custom_output_text="unused")),
diff --git a/tests/pydantic/test_sources.py b/tests/pydantic/test_sources.py
index 68455b9..a4155be 100644
--- a/tests/pydantic/test_sources.py
+++ b/tests/pydantic/test_sources.py
@@ -43,7 +43,6 @@ async def get_deps(
             agent: Agent[None, str],
         ) -> None:
             del session, agent
-            return None
 
     adapter = create_acp_agent(
         agent_source=SessionAwareAgentSource(),
@@ -57,7 +56,7 @@ async def get_deps(
         adapter.prompt(
             prompt=[text_block("Use the custom agent source.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["source:source-demo"]
@@ -98,7 +97,7 @@ async def get_deps(
         adapter.prompt(
             prompt=[text_block("Show the deps value.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     tool_updates = [
@@ -130,7 +129,6 @@ async def get_deps(
             agent: Agent[None, str],
         ) -> None:
             del session, agent
-            return None
 
     adapter = create_acp_agent(
         agent_source=ClientAwareSource(),
@@ -146,7 +144,7 @@ async def get_deps(
         adapter.prompt(
             prompt=[text_block("Use the client-aware agent source.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     session_info_updates = [
@@ -154,7 +152,7 @@ async def get_deps(
     ]
     assert session_info_updates
     assert session_info_updates[-1].field_meta == {
-        "pydantic_acp": {"approval_state": {"connected": True}}
+        "pydantic_acp": {"approval_state": {"connected": True}},
     }
     assert agent_message_texts(client) == ["client:connected"]
 
@@ -177,13 +175,13 @@ def factory(session: AcpSessionContext) -> Agent[None, str]:
         adapter.prompt(
             prompt=[text_block("Use the first session agent.")],
             session_id=first_session.session_id,
-        )
+        ),
     )
     asyncio.run(
         adapter.prompt(
             prompt=[text_block("Use the second session agent.")],
             session_id=second_session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["factory:alpha", "factory:beta"]
@@ -213,7 +211,7 @@ def factory(session: AcpSessionContext) -> Agent[None, str]:
         adapter.prompt(
             prompt=[text_block("Show the current session-aware factory state.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["factory:enabled:from-store"]
@@ -235,7 +233,7 @@ async def factory(session: AcpSessionContext) -> Agent[None, str]:
         adapter.prompt(
             prompt=[text_block("Use the async factory agent.")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     assert agent_message_texts(client) == ["async-factory:gamma"]
@@ -250,7 +248,7 @@ def test_load_missing_session_returns_none_and_resume_or_fork_raise(
     )
 
     load_response = asyncio.run(
-        adapter.load_session(cwd=str(tmp_path), session_id="missing", mcp_servers=[])
+        adapter.load_session(cwd=str(tmp_path), session_id="missing", mcp_servers=[]),
     )
     close_response = asyncio.run(adapter.close_session(session_id="missing"))
 
@@ -291,7 +289,7 @@ def test_fork_session_clones_transcript_and_model_override(tmp_path: Path) -> No
         adapter.prompt(
             prompt=[text_block("Prime the original session.")],
             session_id=original.session_id,
-        )
+        ),
     )
 
     client.updates.clear()
@@ -300,14 +298,14 @@ def test_fork_session_clones_transcript_and_model_override(tmp_path: Path) -> No
             cwd=str(tmp_path / "forked"),
             session_id=original.session_id,
             mcp_servers=[],
-        )
+        ),
     )
     resume_response = asyncio.run(
         adapter.resume_session(
             cwd=str(tmp_path / "forked"),
             session_id=forked.session_id,
             mcp_servers=[],
-        )
+        ),
     )
 
     assert resume_response.models is not None
@@ -347,19 +345,19 @@ def test_provider_backed_fork_preserves_session_state(tmp_path: Path) -> None:
             config_id="stream_enabled",
             session_id=original.session_id,
             value=True,
-        )
+        ),
     )
     asyncio.run(
         adapter.set_session_model(
             model_id="provider-model-b",
             session_id=original.session_id,
-        )
+        ),
     )
     asyncio.run(
         adapter.prompt(
             prompt=[text_block("Prime the provider-backed session.")],
             session_id=original.session_id,
-        )
+        ),
     )
 
     client.updates.clear()
@@ -368,14 +366,14 @@ def test_provider_backed_fork_preserves_session_state(tmp_path: Path) -> None:
             cwd=str(tmp_path / "forked"),
             session_id=original.session_id,
             mcp_servers=[],
-        )
+        ),
     )
     resume_response = asyncio.run(
         adapter.resume_session(
             cwd=str(tmp_path / "forked"),
             session_id=forked.session_id,
             mcp_servers=[],
-        )
+        ),
     )
 
     assert forked.models is not None
@@ -417,7 +415,7 @@ def test_close_session_removes_session_from_listing(tmp_path: Path) -> None:
             cwd=str(tmp_path),
             session_id=session.session_id,
             mcp_servers=[],
-        )
+        ),
     )
 
     assert close_response is not None
@@ -442,12 +440,12 @@ def test_load_session_can_skip_history_replay(tmp_path: Path) -> None:
         adapter.prompt(
             prompt=[text_block("Prime the transcript without replay.")],
             session_id=session.session_id,
-        )
+        ),
     )
     client.updates.clear()
 
     load_response = asyncio.run(
-        adapter.load_session(cwd=str(tmp_path), session_id=session.session_id, mcp_servers=[])
+        adapter.load_session(cwd=str(tmp_path), session_id=session.session_id, mcp_servers=[]),
     )
 
     assert load_response is not None
diff --git a/tests/pydantic/test_support.py b/tests/pydantic/test_support.py
index 30c0aae..cb0f914 100644
--- a/tests/pydantic/test_support.py
+++ b/tests/pydantic/test_support.py
@@ -43,7 +43,7 @@ def _session() -> AcpSessionContext:
 async def test_pydantic_support_recording_clients_cover_helpers_and_error_paths() -> None:
     client = RecordingClient()
     option = PermissionOption(option_id="allow_once", name="Allow once", kind="allow_once")
-    tool_call = cast(Any, object())
+    tool_call = cast("Any", object())
 
     with pytest.raises(AssertionError, match="unexpected permission request"):
         await client.request_permission([option], "session-1", tool_call)
@@ -83,7 +83,7 @@ async def test_pydantic_support_recording_clients_cover_helpers_and_error_paths(
         await client.ext_method("demo.echo", {"value": 1})
     with pytest.raises(AssertionError, match="unexpected extension notification"):
         await client.ext_notification("demo.note", {"value": 2})
-    assert client.on_connect(cast(Any, object())) is None
+    assert client.on_connect(cast("Any", object())) is None
 
     fs_client = FilesystemRecordingClient()
     assert (
diff --git a/tests/pydantic/test_testing_fakes.py b/tests/pydantic/test_testing_fakes.py
index de83604..6dfb4cb 100644
--- a/tests/pydantic/test_testing_fakes.py
+++ b/tests/pydantic/test_testing_fakes.py
@@ -28,7 +28,7 @@ def test_recording_acp_client_records_permission_file_and_terminal_calls() -> No
         terminal_output_response=TerminalOutputResponse(output="captured", truncated=True),
     )
     permission_options = [
-        PermissionOption(option_id="allow_once", name="Allow once", kind="allow_once")
+        PermissionOption(option_id="allow_once", name="Allow once", kind="allow_once"),
     ]
     tool_call = ToolCallProgress(
         session_update="tool_call_update",
@@ -94,7 +94,7 @@ async def exercise_client() -> None:
             await client.ext_notification("ext/test", {})
 
     asyncio.run(exercise_client())
-    client.on_connect(cast(Any, object()))
+    client.on_connect(cast("Any", object()))
 
     assert client.permission_option_ids == [
         ("session-1", ["allow_once"], tool_call),
@@ -158,7 +158,7 @@ def test_agent_message_texts_groups_streamed_and_anonymous_messages() -> None:
                     content=text_block("second"),
                 ),
             ),
-        ]
+        ],
     )
 
     assert agent_message_texts(client) == ["hello", "anon", "second"]
diff --git a/tests/pydantic/test_testing_harness.py b/tests/pydantic/test_testing_harness.py
index b56c8f3..8670c15 100644
--- a/tests/pydantic/test_testing_harness.py
+++ b/tests/pydantic/test_testing_harness.py
@@ -83,7 +83,7 @@ async def test_black_box_harness_covers_initialize_mode_model_and_default_filter
         ),
     )
     missing_session_harness = BlackBoxHarness.create(
-        agent=Agent(TestModel(custom_output_text="unused"))
+        agent=Agent(TestModel(custom_output_text="unused")),
     )
 
     initialize_response = await harness.initialize()
diff --git a/tests/test_acpkit_cli.py b/tests/test_acpkit_cli.py
index 824b14d..e3af968 100644
--- a/tests/test_acpkit_cli.py
+++ b/tests/test_acpkit_cli.py
@@ -140,7 +140,7 @@ async def test_native_acp_agent_stub_methods_and_adapter_module_patch_fallback(
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _patch_adapter_modules(monkeypatch, available_modules={"acp"})
-    patched_find_spec = cast(Any, importlib.import_module("acpkit.adapters")).find_spec
+    patched_find_spec = cast("Any", importlib.import_module("acpkit.adapters")).find_spec
     assert patched_find_spec("sys") is not None
 
     agent = _NativeAcpAgent()
@@ -164,7 +164,8 @@ async def test_native_acp_agent_stub_methods_and_adapter_module_patch_fallback(
 
 
 def test_load_target_resolves_module_attribute(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -175,7 +176,7 @@ def test_load_target_resolves_module_attribute(
                 "from pydantic_ai.models.test import TestModel",
                 "",
                 'agent = Agent(TestModel(custom_output_text="loaded"))',
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -186,7 +187,8 @@ def test_load_target_resolves_module_attribute(
 
 
 def test_load_target_uses_current_working_directory(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -197,7 +199,7 @@ def test_load_target_uses_current_working_directory(
                 "from pydantic_ai.models.test import TestModel",
                 "",
                 'agent = Agent(TestModel(custom_output_text="cwd"))',
-            )
+            ),
         ),
     )
     monkeypatch.chdir(tmp_path)
@@ -208,7 +210,8 @@ def test_load_target_uses_current_working_directory(
 
 
 def test_load_target_resolves_latest_agent_when_attribute_is_omitted(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -220,7 +223,7 @@ def test_load_target_resolves_latest_agent_when_attribute_is_omitted(
                 "",
                 'first_agent = Agent(TestModel(custom_output_text="first"))',
                 'second_agent = Agent(TestModel(custom_output_text="second"))',
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -232,7 +235,8 @@ def test_load_target_resolves_latest_agent_when_attribute_is_omitted(
 
 
 def test_load_target_uses_explicit_import_roots(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     agent_home = tmp_path / "agent_home"
     agent_home.mkdir()
@@ -245,7 +249,7 @@ def test_load_target_uses_explicit_import_roots(
                 "from pydantic_ai.models.test import TestModel",
                 "",
                 'agent = Agent(TestModel(custom_output_text="external"))',
-            )
+            ),
         ),
     )
     monkeypatch.chdir(tmp_path)
@@ -264,7 +268,8 @@ def test_parse_target_ref_rejects_empty_module_and_attribute() -> None:
 
 
 def test_run_target_dispatches_to_pydantic_adapter(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -275,7 +280,7 @@ def test_run_target_dispatches_to_pydantic_adapter(
                 "from pydantic_ai.models.test import TestModel",
                 "",
                 'agent = Agent(TestModel(custom_output_text="run"))',
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -290,7 +295,8 @@ def record_run(agent: Agent[Any, Any]) -> None:
 
 
 def test_run_target_reports_missing_pydantic_adapter(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -301,7 +307,7 @@ def test_run_target_reports_missing_pydantic_adapter(
                 "from pydantic_ai.models.test import TestModel",
                 "",
                 'agent = Agent(TestModel(custom_output_text="missing"))',
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -335,7 +341,8 @@ def fake_import_module(name: str, package: str | None = None) -> ModuleType:
 
 
 def test_run_target_reports_when_no_adapters_are_installed(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -380,7 +387,8 @@ def record_run(command: list[str], *, check: bool) -> CompletedProcess:
     monkeypatch.setattr("acpkit.runtime.subprocess.run", record_run)
 
     exit_code = launch_target(
-        "sample_launch_app:agent", import_roots=("/tmp/one", "/tmp/two words")
+        "sample_launch_app:agent",
+        import_roots=("/tmp/one", "/tmp/two words"),
     )
 
     assert exit_code == 0
@@ -394,7 +402,7 @@ def record_run(command: list[str], *, check: bool) -> CompletedProcess:
             "toad",
             "acp",
             "acpkit run sample_launch_app:agent -p /tmp/one -p '/tmp/two words'",
-        ]
+        ],
     ]
 
 
@@ -441,7 +449,7 @@ def record_run(command: list[str], *, check: bool) -> CompletedProcess:
             "toad",
             "acp",
             "python3.11 finance_agent.py",
-        ]
+        ],
     ]
 
 
@@ -530,7 +538,7 @@ def record_serve_target(
                 "port": port,
                 "mount_path": mount_path,
                 "token_env": token_env,
-            }
+            },
         )
 
     monkeypatch.setattr("acpkit.cli.serve_target", record_serve_target)
@@ -562,7 +570,7 @@ def record_serve_target(
             "port": 9000,
             "mount_path": "/remote",
             "token_env": "ACP_TOKEN",
-        }
+        },
     ]
 
 
@@ -632,7 +640,7 @@ def test_run_target_routes_pydantic_agent_through_adapter_entrypoint(
                 "from pydantic_ai.models.test import TestModel",
                 "",
                 'agent = Agent(TestModel(custom_output_text="runtime"))',
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -696,7 +704,7 @@ def test_run_target_dispatches_native_acp_target_through_acp_runner(
                 "        return None",
                 "",
                 "agent = DemoAgent()",
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -764,9 +772,9 @@ def fake_connect_acp(addr: str, **kwargs: Any) -> object:
 
     def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         if name == "acpremote":
-            return cast(ModuleType, SimpleNamespace(connect_acp=fake_connect_acp))
+            return cast("ModuleType", SimpleNamespace(connect_acp=fake_connect_acp))
         if name == "acp":
-            return cast(ModuleType, SimpleNamespace(run_agent=fake_run_agent))
+            return cast("ModuleType", SimpleNamespace(run_agent=fake_run_agent))
         return original_import_module(name, package)  # pragma: no cover
 
     monkeypatch.setattr("acpkit.runtime.importlib.import_module", fake_import_module)
@@ -794,7 +802,7 @@ def test_serve_target_materializes_adapter_backed_agent_and_runs_remote_server(
                 "from pydantic_ai.models.test import TestModel",
                 "",
                 "agent = Agent(TestModel(custom_output_text='serve'))",
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -822,9 +830,9 @@ async def fake_serve_acp(agent: Any, **kwargs: Any) -> _FakeServer:
 
     def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         if name == "pydantic_acp":
-            return cast(ModuleType, SimpleNamespace(create_acp_agent=fake_create_acp_agent))
+            return cast("ModuleType", SimpleNamespace(create_acp_agent=fake_create_acp_agent))
         if name == "acpremote":
-            return cast(ModuleType, SimpleNamespace(serve_acp=fake_serve_acp))
+            return cast("ModuleType", SimpleNamespace(serve_acp=fake_serve_acp))
         return original_import_module(name, package)  # pragma: no cover
 
     monkeypatch.setattr("acpkit.runtime.importlib.import_module", fake_import_module)
@@ -881,7 +889,7 @@ def test_serve_target_accepts_native_acp_agent_without_materialization(
                 "    def on_connect(self, conn): return None",
                 "",
                 "agent = DemoAgent()",
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -905,7 +913,7 @@ async def fake_serve_acp(agent: Any, **kwargs: Any) -> _FakeServer:
 
     def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         if name == "acpremote":
-            return cast(ModuleType, SimpleNamespace(serve_acp=fake_serve_acp))
+            return cast("ModuleType", SimpleNamespace(serve_acp=fake_serve_acp))
         return original_import_module(name, package)  # pragma: no cover
 
     monkeypatch.setattr("acpkit.runtime.importlib.import_module", fake_import_module)
@@ -934,7 +942,7 @@ def test_target_resolution_reports_import_and_attribute_errors(
                 "        self.child = object()",
                 "",
                 "root = Namespace()",
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -977,7 +985,7 @@ def test_target_resolution_reports_when_module_has_no_supported_agent(
 def test_runtime_helpers_cover_remote_module_and_token_error_paths(
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
-    runtime_module = cast(Any, importlib.import_module("acpkit.runtime"))
+    runtime_module = cast("Any", importlib.import_module("acpkit.runtime"))
 
     monkeypatch.setattr("acpkit.runtime.find_adapter_by_module_name", lambda name: None)
     with pytest.raises(AcpKitError, match="metadata is not registered"):
@@ -1004,20 +1012,21 @@ def test_runtime_helpers_cover_remote_module_and_token_error_paths(
 def test_runtime_materialize_acp_agent_covers_langchain_and_failure_paths(
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
-    runtime_module = cast(Any, importlib.import_module("acpkit.runtime"))
+    runtime_module = cast("Any", importlib.import_module("acpkit.runtime"))
     sentinel_graph = object()
     original_import_module = importlib.import_module
 
     monkeypatch.setattr("acpkit.runtime.is_acp_target", lambda target: False)
     monkeypatch.setattr("acpkit.runtime.is_pydantic_target", lambda target: False)
     monkeypatch.setattr(
-        "acpkit.runtime.is_langchain_target", lambda target: target is sentinel_graph
+        "acpkit.runtime.is_langchain_target",
+        lambda target: target is sentinel_graph,
     )
 
     def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         if name == "langchain_acp":
             return cast(
-                ModuleType,
+                "ModuleType",
                 SimpleNamespace(create_acp_agent=lambda *, graph: ("langchain-agent", graph)),
             )
         return original_import_module(name, package)  # pragma: no cover
@@ -1150,7 +1159,7 @@ def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         del package
         assert name == "acpremote"
         return cast(
-            ModuleType,
+            "ModuleType",
             SimpleNamespace(
                 connect_acp=lambda url, **kwargs: observed.setdefault("connect", (url, kwargs)),
                 serve_acp=lambda agent, **kwargs: observed.setdefault("serve", (agent, kwargs)),
@@ -1235,11 +1244,11 @@ async def fake_run_agent(agent: Any) -> None:
     def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         if name == "langchain_acp":
             return cast(
-                ModuleType,
+                "ModuleType",
                 SimpleNamespace(run_acp=lambda *, graph: observed.setdefault("graph", graph)),
             )
         if name == "acp":
-            return cast(ModuleType, SimpleNamespace(run_agent=fake_run_agent))
+            return cast("ModuleType", SimpleNamespace(run_agent=fake_run_agent))
         return original_import_module(name, package)  # pragma: no cover
 
     monkeypatch.setattr("acpkit.adapters.importlib.import_module", fake_import_module)
@@ -1269,7 +1278,7 @@ def fake_run_acp(*, graph_factory: Any, config: Any) -> None:
         codex_auth_helper,
         "create_codex_chat_openai",
         lambda _model_name, **_kwargs: GenericFakeChatModel(
-            messages=cycle([AIMessage(content="codex-ready")])
+            messages=cycle([AIMessage(content="codex-ready")]),
         ),
     )
     monkeypatch.setattr(langchain_acp, "run_acp", fake_run_acp)
diff --git a/tests/test_native_langchain_agent.py b/tests/test_native_langchain_agent.py
index 3b0d06e..aeef233 100644
--- a/tests/test_native_langchain_agent.py
+++ b/tests/test_native_langchain_agent.py
@@ -42,7 +42,8 @@ def read_file(path: str) -> str:
 
 
 def test_load_target_resolves_langchain_graph_targets(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -63,7 +64,7 @@ def test_load_target_resolves_langchain_graph_targets(
                 "    tools=[read_file],",
                 '    name="langchain-demo",',
                 ")",
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -74,7 +75,8 @@ def test_load_target_resolves_langchain_graph_targets(
 
 
 def test_load_target_uses_latest_langchain_graph_when_attribute_is_omitted(
-    tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+    tmp_path: Path,
+    monkeypatch: pytest.MonkeyPatch,
 ) -> None:
     _write_module(
         tmp_path,
@@ -100,7 +102,7 @@ def test_load_target_uses_latest_langchain_graph_when_attribute_is_omitted(
                 "    tools=[read_file],",
                 '    name="second-graph",',
                 ")",
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -134,7 +136,7 @@ def test_run_target_dispatches_langchain_graph_through_adapter(
                 "    tools=[read_file],",
                 '    name="run-graph",',
                 ")",
-            )
+            ),
         ),
     )
     monkeypatch.syspath_prepend(str(tmp_path))
@@ -145,7 +147,7 @@ def test_run_target_dispatches_langchain_graph_through_adapter(
     def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         if name == "langchain_acp":
             return cast(
-                ModuleType,
+                "ModuleType",
                 SimpleNamespace(run_acp=lambda *, graph: captured_graphs.append(graph)),
             )
         return original_import_module(name, package)
@@ -174,13 +176,17 @@ def fake_import_module(name: str, package: str | None = None) -> ModuleType:
         "sample_present_langchain_dependency"
     )
 
-    monkeypatch.setattr("acpkit.runtime.importlib.import_module", fake_import_module)
+    from acpkit import adapters as adapters_module
+
+    monkeypatch.setattr(importlib, "import_module", fake_import_module)
+    original_find_spec = adapters_module.find_spec
     monkeypatch.setattr(
-        "acpkit.adapters.find_spec",
+        adapters_module,
+        "find_spec",
         lambda name: (
             None
             if name in {"langchain", "langgraph", "langchain_acp"}
-            else importlib.util.find_spec(name)
+            else original_find_spec(name)
         ),
     )
 
diff --git a/tests/test_native_pydantic_agent.py b/tests/test_native_pydantic_agent.py
index 392b74e..1c42bae 100644
--- a/tests/test_native_pydantic_agent.py
+++ b/tests/test_native_pydantic_agent.py
@@ -42,7 +42,8 @@ def _latest_user_prompt(messages: list[ModelRequest | ModelResponse]) -> str:
 
 
 def _travel_demo_model(
-    messages: list[ModelRequest | ModelResponse], info: AgentInfo
+    messages: list[ModelRequest | ModelResponse],
+    info: AgentInfo,
 ) -> ModelResponse:
     del info
     latest_message = messages[-1]
@@ -54,7 +55,7 @@ def _travel_demo_model(
     prompt = _latest_user_prompt(messages)
     if prompt == "read trip file itinerary.md":
         return ModelResponse(
-            parts=[ToolCallPart("read_trip_file", {"path": "itinerary.md", "max_chars": 4000})]
+            parts=[ToolCallPart("read_trip_file", {"path": "itinerary.md", "max_chars": 4000})],
         )
     if prompt == "write trip file scratch.txt: hello from the native demo":
         return ModelResponse(
@@ -62,8 +63,8 @@ def _travel_demo_model(
                 ToolCallPart(
                     "write_trip_file",
                     {"path": "scratch.txt", "content": "hello from the native demo"},
-                )
-            ]
+                ),
+            ],
         )
     return ModelResponse(parts=[TextPart("Travel demo mode is active.")])
 
@@ -77,7 +78,7 @@ def test_native_pydantic_agent_helpers_cover_text_and_fallback_paths() -> None:
         [
             ModelRequest(parts=[UserPromptPart(content=["not-a-string"])]),
             ModelResponse(parts=[TextPart("ignored")]),
-        ]
+        ],
     )
     plain_prompt = _latest_user_prompt([ModelRequest(parts=[UserPromptPart(content="hello")])])
 
@@ -87,15 +88,15 @@ def test_native_pydantic_agent_helpers_cover_text_and_fallback_paths() -> None:
 
     tool_return_response = _travel_demo_model(
         [ModelRequest(parts=[ToolReturnPart(tool_name="read_trip_file", content="done")])],
-        cast(Any, object()),
+        cast("Any", object()),
     )
     fallback_response = _travel_demo_model(
         [ModelRequest(parts=[UserPromptPart(content="something else")])],
-        cast(Any, object()),
+        cast("Any", object()),
     )
     response_passthrough = _travel_demo_model(
         [ModelResponse(parts=[TextPart("already done")])],
-        cast(Any, object()),
+        cast("Any", object()),
     )
 
     assert tool_return_response.parts == [TextPart("read_trip_file: done")]
@@ -125,7 +126,7 @@ def test_native_pydantic_agent_read_prompt_emits_hook_and_diff(
         adapter.prompt(
             prompt=[text_block("read trip file itinerary.md")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     hook_titles = [
@@ -170,11 +171,11 @@ def test_native_pydantic_agent_write_prompt_emits_hook_and_diff(
         adapter.prompt(
             prompt=[text_block("write trip file scratch.txt: hello from the native demo")],
             session_id=session.session_id,
-        )
+        ),
     )
 
     write_start = next(
-        cast(Any, update)
+        cast("Any", update)
         for _, update in client.updates
         if isinstance(update, ToolCallStart) and update.title == "write_trip_file"
     )
diff --git a/uv.lock b/uv.lock
index 9f4e94d..c8c30f3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,6 +1,12 @@
 version = 1
 revision = 3
 requires-python = ">=3.11"
+resolution-markers = [
+    "python_full_version >= '3.14' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and sys_platform != 'win32'",
+    "python_full_version < '3.14' and sys_platform == 'win32'",
+    "python_full_version < '3.14' and sys_platform != 'win32'",
+]
 
 [manifest]
 members = [
@@ -16,6 +22,7 @@ name = "acpkit"
 source = { editable = "." }
 dependencies = [
     { name = "click" },
+    { name = "pydantic-ai" },
     { name = "typing-extensions" },
 ]
 
@@ -193,6 +200,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8f/ed/c284543c08aa443a4ef2c8bd120be51da8433dd174c01749b5d87c333f22/agent_client_protocol-0.9.0-py3-none-any.whl", hash = "sha256:06911500b51d8cb69112544e2be01fc5e7db39ef88fecbc3848c5c6f194798ee", size = 56850, upload-time = "2026-03-26T01:20:59.252Z" },
 ]
 
+[[package]]
+name = "aiofile"
+version = "3.11.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "caio" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/48/41/2fea7e193e061ce54eacc3b7bc0e6a99e4fcff43c78cf0a76dd781ed8334/aiofile-3.11.1.tar.gz", hash = "sha256:1f91912c6643d2a4e49ca4ae3514f0bf3867ce948a36d99a6411b8f4755f4cf9", size = 19342, upload-time = "2026-05-16T08:18:33.538Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/67/cd/0d76dfc5de72bde52f55f53e925c7d152d9c7906634ec1e0cbc7e8d4ad93/aiofile-3.11.1-py3-none-any.whl", hash = "sha256:ce77d14ac07f77bc2b757834a5c129321f3f705c474593deed5ab209079a52c9", size = 20446, upload-time = "2026-05-16T08:18:32.051Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -204,7 +223,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.100.0"
+version = "0.116.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -216,22 +235,53 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9c/2d/24caf0ff727cba2ed863925017c8f93463a2ea6224a0efe5626e672bc3d2/anthropic-0.100.0.tar.gz", hash = "sha256:650dee9e023afb16395939ee4104bbc21f966b380210119fb91122c12099c79a", size = 758255, upload-time = "2026-05-06T15:07:13.578Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/66/a2/d31f14e28d49bae983a3634e38dfb4b31c50110b5e403596c5c6a20b23f8/anthropic-0.116.0.tar.gz", hash = "sha256:5fc248fbb9fe03ef686f8a774f81586bca31a043260aab88b387ea3660f4a396", size = 949149, upload-time = "2026-07-02T19:08:10.534Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5d/a0/c775c59ab9445ecabb57ef3d5c24027de060139189a9e312ef9ef889a665/anthropic-0.100.0-py3-none-any.whl", hash = "sha256:1c15769efa15d8fd5c1ebf900e25c57e3ee540f8554a29aa56e4edefffe2951d", size = 753596, upload-time = "2026-05-06T15:07:12.106Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/dd/2a1e81cf1b163acc340afc4ec74ed1d86f5eed1a809fabdeed3e0997b346/anthropic-0.116.0-py3-none-any.whl", hash = "sha256:6c0a7698e8d652455da3499978279bb2588c7264d0a35be3666009a4258c8256", size = 956896, upload-time = "2026-07-02T19:08:08.756Z" },
 ]
 
 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3b/72/5562aabb8dd7181e8e860622a38bea08d17842b99ecd4c91f84ac95251b0/anyio-4.14.1.tar.gz", hash = "sha256:8d648a3544c1a700e3ff78615cd679e4c5c3f149904287e73687b2596963629e", size = 254831, upload-time = "2026-06-24T20:56:06.017Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b0/7b/90df4a0a816d98d6ea26f559d87836d494a2cf1fcf063be67df50a7bcc30/anyio-4.14.1-py3-none-any.whl", hash = "sha256:4e5533c5b8ff0a24f5d7a176cbe6877129cd183893f66b537f8f227d10527d72", size = 124875, upload-time = "2026-06-24T20:56:04.413Z" },
+]
+
+[[package]]
+name = "argcomplete"
+version = "3.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/95/c0/c8e94135e66fabf89a120d9b4b123fe6993506beca6c1938a74c24cfa5fd/argcomplete-3.7.0.tar.gz", hash = "sha256:afde224f753f874807b1dc1414e883ab8fe0cda9c04807b6047dcb8e1ac23913", size = 73284, upload-time = "2026-06-30T22:28:22.249Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/f6/5b8ec087cd9cfa9449491ec83f76fb6b7006b4dff57d2ba8aaab330fe8e4/argcomplete-3.7.0-py3-none-any.whl", hash = "sha256:d8f0f22d2a8a7caa383be1e22b6caf1ecaf0ebd10d8f83cc125e36540c95830c", size = 42575, upload-time = "2026-06-30T22:28:20.547Z" },
+]
+
+[[package]]
+name = "attrs"
+version = "26.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/8e/82a0fe20a541c03148528be8cac2408564a6c9a0cc7e9171802bc1d26985/attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32", size = 952055, upload-time = "2026-03-19T14:22:25.026Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/64/b4/17d4b0b2a2dc85a6df63d1157e028ed19f90d4cd97c36717afef2bc2f395/attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309", size = 67548, upload-time = "2026-03-19T14:22:23.645Z" },
+]
+
+[[package]]
+name = "authlib"
+version = "1.7.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+    { name = "joserfc" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/36/98/7d93f30d029643c0275dbc0bd6d5a6f670661ee6c9a94d93af7ab4887600/authlib-1.7.2.tar.gz", hash = "sha256:2cea25fefcd4e7173bdf1372c0afc265c8034b23a8cd5dcb6a9164b826c64231", size = 176511, upload-time = "2026-05-06T08:10:23.116Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/95/adcb68e20c34162e9135f370d6e31737719c2b6f94bc953fe7ed1f10fe21/authlib-1.7.2-py2.py3-none-any.whl", hash = "sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f", size = 259548, upload-time = "2026-05-06T08:10:21.436Z" },
 ]
 
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