A production request path returns inconsistent decisions during retries and concurrent updates. The affected area is background job.
Repair the background job input boundary implementation so it normalizes valid records and returns field-level errors for invalid ones.
Evidence
- Affected surface: FastAPI / background job.
- Observed failure family: validate a record batch.
- Scope policy: cohort must equal stable.