DevOps · CI/CD
How should build validation be designed for production?
For production, run deterministic builds, unit and relevant integration tests, static analysis, dependency checks, contract validation, and artifact verification with clear failure feedback. 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.