1
Impact Analysis
Understand performance, quality and cost impact before any change.
2
Validation & Testing
Regression testing, expert review and A/B comparison in staging.
3
Controlled Release
Canary at 10%, expanded rollout, then full deployment with monitoring.
4
Post-Release Monitoring
Track error rates and quality vs. baseline, with instant rollback triggers.