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How to test JSON extraction prompts: parse, shape, and value checks

Originally published on Litmiq . Extraction prompts look easy to test. Either the model returns the JSON you asked for or it doesn't. In practice, there are three different ways an extraction can fail, and they need different fixes: Parse failure. The output isn't valid JSON: a sentence before the…

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  1. 2026-11-11 12:55 · DEV Community — AI
    How to test JSON extraction prompts: parse, shape, and value checks

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