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A checklist for turning a notebook into a service

After the third notebook-to-service conversion, I wrote a checklist. It's not clever, but it saves days. Pin the environment (requirements + Dockerfile) One entrypoint function: load_model() + predict() Golden input/output test Health endpoint that also checks model version Structured logs with req…

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  1. 2026-10-27 15:27 · DEV Community — Machine Learning
    A checklist for turning a notebook into a service

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