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MLOps Academy · Lesson

Progressive Delivery with Argo Rollouts

Automate staged promotion and analysis.

What Progressive Delivery Is

Progressive delivery means releasing a new model in controlled steps, with checks at each stage, instead of one risky flip to everyone. 🚦

Meet Argo Rollouts

Argo Rollouts is a Kubernetes controller that replaces the plain Deployment so you can run canary and blue-green releases natively in the cluster.

All lessons in this course

  1. Canary Rollouts: Ship to a Few First
  2. Shadow Traffic Without User Impact
  3. Define Automatic Rollback Criteria
  4. Progressive Delivery with Argo Rollouts
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