name: production-readiness description: Harden code and pipelines for production. Use when the user asks for production-ready code, hardening, release readiness, performance, monitoring, or reliability.

Production Readiness

Overview

Apply production hardening checks and identify missing pieces before release.

Checklist

• Reliability: error handling, retries, idempotency, timeouts.
• Observability: logging, metrics, tracing, alerts.
• Security: secrets handling, PII, access control, dependency risks.
• Performance: profiling, resource limits, bottlenecks.
• Operations: configs, migrations, rollout and rollback.
• Testing: unit, integration, smoke coverage, and CI signals.

Output

• List concrete gaps with recommended fixes.
• Suggest minimal test plan to prove readiness.
• Call out any release blockers.
• Be explicit about what was not verified.

Acceptance Criteria

• Gaps are mapped to concrete fixes and owners or next steps.
• Readiness verdict is stated with evidence vs assumptions.