An operational alert points to a contract bug that appears only under mixed production data. The affected area is admin API.
Repair the admin API input boundary implementation so it normalizes valid records and returns field-level errors for invalid ones.
Evidence
- Affected surface: Flask / admin API.
- Observed failure family: validate a record batch.
- Scope policy: authorized must equal true.