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MLOps Academy · Lesson

Canary Rollouts: Ship to a Few First

Shift a small slice of traffic to the new model.

What a Canary Is

A canary rollout sends your new model to a small slice of real traffic first, so any damage stays tiny while you watch. 🐤

Why Not Ship to Everyone

Flipping all traffic to a fresh model at once is a big-bang deploy: if it is wrong, every single user feels it instantly.

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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