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Your LLM call works 99% of the time. Your 100-call job fails 63% of the time.

You write a script that summarizes a 100-page PDF, one LLM call per page. It dies on page 71 with a timeout. You run it again, and it starts from page 1. No single part is broken: the API had one bad second, which happens. But the rerun pays for pages 1 to 70 a second time, and its odds of dying ar…

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  1. 2026-11-03 12:00 · DEV Community — AI
    Your LLM call works 99% of the time. Your 100-call job fails 63% of the time.

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