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CI/CD Pipeline
Build, test, and deploy with safety and speed.
Pipeline stages
- Build → Unit tests → Integration tests → Security scans.
- Deploy to staging → Smoke tests → Manual approval (if needed).
- Prod deploy with canary or blue/green + automatic rollback.
Secrets
Use managed secrets, never commit keys. Rotate on schedule and on breach suspicion.