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The boring half of shipping a model

The model was the easy part. It took two weeks to train something good enough, and about five more to make it something the team could rely on. The half nobody puts in the writeup: Data validation before inference. If a field arrives empty or in a new format, the model still returns a confident ans…

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  1. 2026-10-29 10:47 · DEV Community — Machine Learning
    The boring half of shipping a model

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