Regression Gates: How AI Changes Move From Prompt Edit to Production Safely

A regression gate is the sequence of checks an AI change must pass before full rollout: offline evals with segment deltas, a safety gate, shadow traffic, a canary with automatic rollback and a promote decision made against criteria written in advance. This guide covers each stage, what it catches and how to keep the gate fast.