Production Readiness Checklist

The universal checklist for shipping an AI feature to production.

Content

Error handling · Authentication · Authorisation · Input validation · Secrets management · Logging · Tracing · Monitoring · Evaluation · Rate limiting · Retry strategy · Cost controls · Security review · Data privacy · Deployment · Rollback strategy · Prompt injection defence · Output guardrails · Audit logging · Fallback chain · Caching · Circuit breaker · Online eval · Runbook · On-call