MLOps Academy · Lesson

Shadow Traffic Without User Impact

Mirror live requests to a candidate silently.

What Shadow Mode Is

In shadow mode, a candidate model sees real production requests but its answers are never shown to users. It watches from the sidelines. 👀

Mirror, Do Not Serve

Every live request is mirrored to the shadow model. The champion still produces the response users actually receive.

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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