AI agents in coding: why a polished PR can hide production problems

Coding agents generate code at unprecedented speed. But a polished PR and green CI are no guarantee of safety in production. Vercel developed an internal framework: disciplined work with AI is needed instead of blind trust in tests. The framework includes gated pipelines, canary deployments, and automatic rollback.