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 cache lifecycle implementation so it separates purge, refresh, and escalation actions by staleness and risk.
Evidence
- Affected surface: Flask / admin API.
- Observed failure family: plan cache invalidation.
- Scope policy: authorized must equal true.