Why it matters

Canary is progressive LLM rollout. Understanding shapes practice.

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The architecture

Feature flag / mesh routes small %.

Monitor: latency + quality + cost.

Ramp or rollback.

Canary rolloutRoute 1-5%to canaryMonitor SLOslatency + quality + costRamp or rollbackbased on signalsLaunchDarkly / GrowthBook / Argo Rollouts orchestrate canary + rollback
Canary.
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How it works end to end

Feature flags: LaunchDarkly, GrowthBook.

Service mesh: Istio, Linkerd.

Argo Rollouts for K8s.

Auto-rollback on SLO breach.