Teams compare errors, latency, cost, safety signals, and task metrics against the current version. Automated or manual thresholds pause and roll back the release when regressions appear.
A canary deployment sends a small portion of production traffic to a new model or service version before broader rollout.
Teams compare errors, latency, cost, safety signals, and task metrics against the current version. Automated or manual thresholds pause and roll back the release when regressions appear.