Adolfo Delorenzo 8257c554d7 feat(01-02): Celery orchestrator — handle_message task, system prompt builder, LLM pool runner ...

- Create orchestrator/main.py: Celery app with Redis broker/backend, task_acks_late=True, 10-min timeout
- Create orchestrator/tasks.py: SYNC def handle_message (critical pattern: asyncio.run for async work)
  - Deserializes KonstructMessage, sets RLS context, loads agent from DB, calls run_agent
  - Retries up to 3x on deserialization failure
- Create orchestrator/agents/builder.py: build_system_prompt assembles system_prompt + identity + persona + AI transparency clause
- Create orchestrator/agents/runner.py: run_agent posts to llm-pool /complete via httpx, returns polite fallback on error
- Add Celery[redis] dependency to orchestrator pyproject.toml
- Create tests/integration/test_llm_fallback.py: 7 tests for fallback routing and 503 on total failure (LLM-01)
- Create tests/integration/test_llm_providers.py: 12 tests verifying all three providers configured correctly (LLM-02)
- All 19 integration tests pass

2026-03-23 10:06:44 -06:00

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