Building Systems, Not Demos
Production readiness and operational thinking
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Chapter assignment
Design a minimal production-ready ML pipeline: feature contracts, model registry, readiness gate, monitoring, and rollback path.
What to do now
- Draw the pipeline boundary.
- Define one readiness gate.
- Define what happens when the model degrades.
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