A production request path returns inconsistent decisions during retries and concurrent updates. The affected area is upload service.
Repair the upload service background jobs implementation so it schedules the highest-priority jobs that fit and defers the remainder deterministically.
Evidence
- Affected surface: FastAPI / upload service.
- Observed failure family: schedule constrained jobs.
- Scope policy: retained must equal true.