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Retry Amplification: A Circuit Breaker for Batch Model Jobs

This story is from 2026-09-14. It is preserved in the archive; the latest stories are on the live feed.

A nightly job walked a folder of 4,000 JSON files and called a model once per file. At 02:14 the upstream started returning 429s. By 02:40 the job had issued roughly 61,000 calls and written zero results. The queue was not slow. It was multiplying itself. That shape of incident is common in batch m…

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  1. 2026-09-14 21:36 · DEV Community — AI
    Retry Amplification: A Circuit Breaker for Batch Model Jobs

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