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MLOps Academy · Lesson

Add a /health Readiness Check

Tell orchestrators when your service is ready to serve.

How Does the Cluster Know?

Orchestrators like Kubernetes need a way to ask your service: are you alive, and are you ready to take traffic? A health endpoint answers that. 🩺

Liveness vs Readiness

Liveness asks if the process is running. Readiness asks if it can actually serve requests yet. They are two different questions.

All lessons in this course

  1. Your First /predict Endpoint
  2. Validate Requests with Pydantic
  3. Load the Model Once at Startup
  4. Add a /health Readiness Check
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