Why it matters

Deploy pipeline gates prevent bad releases. Fast + safe pipeline = fast iteration.

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The architecture

Build → test → scan → staging → canary → prod.

Each stage has gates.

Rollback available.

Agent deploy pipelineBuild + testunit, integrationStaging + canarysafety gatesProductionwith rollbackGitHub Actions, ArgoCD, or Spinnaker; gates and rollback are essential
Agent deploy pipeline.
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How it works end to end

Build in CI.

Test at each stage.

Rollout with gates.