[ Bounty $8k ] [ Queue ] Separate scheduled and immediate lanes — mixed enqueue workloads

[alex-huma-orch]

Bug Details

• Affected component: queue lane scheduler.
• Trigger: the mixed enqueue workloads path is exercised while an agent run, task, or handler is changing lifecycle state.
• Observed behavior: separate scheduled and immediate lanes is not enforced, so the component accepts a stale, duplicate, or policy-violating transition.
• Expected behavior: the component should enforce the mixed enqueue workloads invariant before committing scheduling, routing, queue, or workflow state.
• Impact: jobs can be duplicated, starved, lost, or delivered to workers under the wrong conditions.

Fix

Move the check into the durable claim/enqueue/ack transaction and make retries idempotent.

Acceptance Criteria

• A deterministic regression test covers the mixed enqueue workloads trigger.
• queue lane scheduler now rejects or safely defers the invalid transition and preserves the expected lifecycle state.
• Logs, metrics, or audit records explain the decision without exposing private runtime data.

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/bounty $8000

[owenshuo]

/claim #4083 via #4084

Implemented separate scheduled and immediate queue lanes. Future-due scheduled tasks no longer block immediate work, due scheduled tasks promote with payload/priority/queue metadata intact, duplicate transitions discard stale scheduled entries before immediate enqueue, and failed task retries move into the scheduled lane instead of requeueing immediately.

Validation:

• python3 -m pytest tests/test_scheduler.py -q -> 9 passed
• python3 -m flake8 src/orchestrator/scheduler.py src/agent/init.py tests/test_scheduler.py -> passed
• git diff --check -> passed

[michaelapollopimentel-svg]

/claim #4083 via #4085

Implemented a focused queue lane scheduler fix:

• scheduled tasks now keep their original payload, target queue, priority, and ready time in a separate scheduled lane
• only due scheduled tasks promote into the matching ready queue before dequeue
• immediate tasks can still dequeue while future scheduled work remains deferred
• bounded audit records capture schedule/promote decisions without storing private task payloads

Validation:

• PYTHONDONTWRITEBYTECODE=1 /tmp/ao-3788-venv/bin/python -m pytest tests/test_scheduler.py tests/test_agent_registry.py tests/test_config.py -q -> 22 passed
• PYTHONDONTWRITEBYTECODE=1 /tmp/ao-3788-venv/bin/python -m flake8 src/orchestrator/scheduler.py src/agent/__init__.py tests/test_scheduler.py -> passed
• python3 -m py_compile src/orchestrator/scheduler.py src/agent/__init__.py tests/test_scheduler.py -> passed
• git diff --check -> passed
• Star gate: viewerHasStarred=true

Full pytest tests -q was stopped after it hung in the existing broader test suite; the targeted scheduler/regression suite above passed cleanly. No secrets, tokens, hidden context, private runtime data, wallet signing, or live payment calls are included.

[zhaog100]

👋 I am working on this issue. Will submit a PR soon.