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Evaluating LLM Output in Production: Validate, Repair, Scrub

This story is from 2026-10-11. It is preserved in the archive; the latest stories are on the live feed.

Checking what an LLM writes is the easy part. The hard part is what to do when the check says FAIL. I tried a lot of things on a real product. I ended up with two steps: repair the sentence that failed. And if that doesn't work, cut it. The whole idea in one minute: a wrong date the repair fixes, a…

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  1. 2026-10-11 12:08 · DEV Community — AI
    Evaluating LLM Output in Production: Validate, Repair, Scrub

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