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The Changeover Workshop: A Schema Gate for Free Model Output

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

A rented room, eighteen laptops, one shared power strip. The exercise was an invoice extractor. It worked on three PDFs and then, on the fourth, returned a paragraph of cheerful prose where a total should have been. The student blamed the model. The model was fine. Nobody had written down what a fi…

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  1. 2026-10-20 09:30 · DEV Community — AI
    The Changeover Workshop: A Schema Gate for Free Model Output

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