diff --git a/docs/resources/live-data.md b/docs/resources/live-data.md
index 64bf024d..1bea8d3f 100644
--- a/docs/resources/live-data.md
+++ b/docs/resources/live-data.md
@@ -10,9 +10,9 @@ Public — no auth required.
 
 | Method | Endpoint |
 |---|---|
-| `get(milestone_id, *, include_player_stats=None)` | `GET /live_data/{milestone_id}` |
-| `batch(milestone_ids, *, include_player_stats=None)` | `GET /live_data` |
-| `game_stats(milestone_id)` | `GET /live_data/{milestone_id}/game_stats` |
+| `get(milestone_id, *, include_player_stats=None)` | `GET /live_data/milestone/{milestone_id}` |
+| `batch(milestone_ids, *, include_player_stats=None)` | `GET /live_data/batch` |
+| `game_stats(milestone_id)` | `GET /live_data/milestone/{milestone_id}/game_stats` |
 | `get_typed(live_data_type, milestone_id)` | `GET /live_data/{type}/milestone/{milestone_id}` (legacy) |
 
 ## Get one milestone's live data
@@ -25,11 +25,11 @@ print(live.live_data_type, live.payload)
 ## Batch (up to 100 milestones)
 
 ```python
-resp = client.live_data.batch(
+entries = client.live_data.batch(
     milestone_ids=["ms_a", "ms_b", "ms_c"],
     include_player_stats=False,
 )
-for entry in resp.live_data:
+for entry in entries:
     print(entry.milestone_id, entry.payload)
 ```
 
diff --git a/docs/resources/portfolio.md b/docs/resources/portfolio.md
index f4102e7c..d1c9bd92 100644
--- a/docs/resources/portfolio.md
+++ b/docs/resources/portfolio.md
@@ -64,16 +64,29 @@ for ep in resp.event_positions:
     print(ep.event_ticker, ep.event_exposure)
 ```
 
-!!! warning "`positions()` does not return Page[T]"
+!!! note "`positions()` does not return Page[T]"
     It returns `PositionsResponse` — two parallel lists (`market_positions`
-    and `event_positions`) plus its own `cursor` and `has_next`. There is no
-    `positions_all()` helper. Walk it manually:
+    and `event_positions`) plus its own `cursor` and `has_next`. Use
+    `positions_all()` (sync and async, shipped in v2.5.0) to auto-paginate
+    over `market_positions` as an iterator of `MarketPosition`:
+
+    ```python
+    for mp in client.portfolio.positions_all(ticker="KXPRES-24-DJT"):
+        print(mp.ticker, mp.position, mp.realized_pnl)
+    ```
+
+    `event_positions` are intentionally *not* surfaced by `positions_all()`:
+    they are aggregate roll-ups over the same underlying markets, and page
+    boundaries cut the aggregate arbitrarily — concatenating across pages
+    would not recompute a meaningful event-level total. Callers that need
+    the event view should iterate `positions()` page-by-page:
 
     ```python
     cursor = None
     while True:
         resp = client.portfolio.positions(cursor=cursor)
-        ...
+        for ep in resp.event_positions:
+            ...
         if not resp.has_next:
             break
         cursor = resp.cursor
diff --git a/docs/resources/structured-targets.md b/docs/resources/structured-targets.md
index 3d3818dd..12f68e82 100644
--- a/docs/resources/structured-targets.md
+++ b/docs/resources/structured-targets.md
@@ -37,15 +37,23 @@ for t in page:
 ## Get one structured target
 
 ```python
-t = client.structured_targets.get("st_abc")
-if t is None:
+from kalshi.errors import KalshiNotFoundError
+
+try:
+    t = client.structured_targets.get("st_abc")
+except KalshiNotFoundError:
     print("not found")
 else:
-    print(t.name, t.target_type)
+    if t is None:
+        # rare: server returned 200 with {"structured_target": null}
+        print("soft-not-found")
+    else:
+        print(t.name, t.target_type)
 ```
 
-`get()` may return `None` for unknown IDs (the underlying endpoint returns a
-404 that's mapped to `None` rather than `KalshiNotFoundError`).
+A 404 from the server raises `KalshiNotFoundError`. `get()` returns `None`
+only if the server responds 200 with `{"structured_target": null}` — a
+server-side soft-not-found that the spec permits but is rare in practice.
 
 ## Reference
 
diff --git a/kalshi/resources/live_data.py b/kalshi/resources/live_data.py
index 9f852456..fc4ebf34 100644
--- a/kalshi/resources/live_data.py
+++ b/kalshi/resources/live_data.py
@@ -48,7 +48,15 @@ def get_typed(
         include_player_stats: bool | None = None,
         extra_headers: dict[str, str] | None = None,
     ) -> LiveData:
-        """Legacy ``/live_data/{type}/milestone/{milestone_id}`` shape.
+        """Legacy ``/live_data/{type}/milestone/{milestone_id}`` URL form.
+
+        Despite the name, ``get_typed`` is **not** a more-strongly-typed
+        variant of :meth:`get`: both return the same :class:`LiveData`
+        model with the same annotations. The only difference is the URL
+        — ``get_typed`` hits the legacy path that embeds the milestone
+        ``{type}`` segment, while :meth:`get` hits the canonical
+        ``/live_data/milestone/{milestone_id}``. The ``_typed`` suffix
+        refers to the typed URL form, not to Python typing.
 
         ``milestone_type`` populates the ``{type}`` path segment. Named
         ``milestone_type`` (not ``type``) to avoid shadowing the Python
@@ -134,7 +142,15 @@ async def get_typed(
         include_player_stats: bool | None = None,
         extra_headers: dict[str, str] | None = None,
     ) -> LiveData:
-        """Legacy ``/live_data/{type}/milestone/{milestone_id}`` shape.
+        """Legacy ``/live_data/{type}/milestone/{milestone_id}`` URL form.
+
+        Despite the name, ``get_typed`` is **not** a more-strongly-typed
+        variant of :meth:`get`: both return the same :class:`LiveData`
+        model with the same annotations. The only difference is the URL
+        — ``get_typed`` hits the legacy path that embeds the milestone
+        ``{type}`` segment, while :meth:`get` hits the canonical
+        ``/live_data/milestone/{milestone_id}``. The ``_typed`` suffix
+        refers to the typed URL form, not to Python typing.
 
         ``milestone_type`` populates the ``{type}`` path segment. Named
         ``milestone_type`` (not ``type``) to avoid shadowing the Python