Production validation adds a critical business-control layer between testing and deployment, combining data checks, exception review, approvals, reconciliation and operational readiness before a release reaches production.
AI-Assisted Development Under Deadline: What It Takes to Ship Production Code on an Unfamiliar Stack
How Claude Code accelerated development on an unfamiliar stack while proving that production-ready AI-generated code still requires human judgment.
