DevOps · CI/CD
How should CI/CD pipeline design be designed for production?
For production, separate build from deployment, produce immutable artifacts once, run fast validation early, promote the same artifact across environments, protect production stages, and keep rollback procedures tested. Add automated tests and observability around the critical behavior, document ownership and failure handling, and review the design when traffic, dependencies, or security requirements change.