Canary analysis

Releasing a change to a small fraction of traffic first and comparing its metrics — error rate, latency, business KPIs — against the unchanged baseline before rolling out further. Canary analysis turns deployment into a controlled experiment: if the canary's signals degrade against the baseline, the rollout halts automatically and the blast radius stays tiny.