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The Month My AI Pipeline Failed 100% of the Time and Every Log Said "Success"

This story is from 2026-09-07. It is preserved in the archive; the latest stories are on the live feed.

MyVitals extracts lab values with one LLM call, then reconciles raw names against a shared dictionary — exact match, fuzzy match, then an LLM call for the leftovers. If that call fails outright, the pipeline doesn't fail the upload — it degrades: unmatched metrics auto-create a new dictionary entry…

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  1. 2026-09-07 07:51 · DEV Community — AI
    The Month My AI Pipeline Failed 100% of the Time and Every Log Said "Success"

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