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Shape Free-Endpoint Load With a Batcher Before the Queue Overruns Your Free Server

This story is from 2026-08-30. It is preserved in the archive; the latest stories are on the live feed.

A small team ran a PR-summary service on a stateless free server. Each pull request produced a task, and each task requested one autogenerated diff summary from a free model endpoint. The first morning, the queue reached 600 tasks, the server stayed stateless, and every task that failed was re-queu…

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  1. 2026-08-30 10:52 · DEV Community — AI
    Shape Free-Endpoint Load With a Batcher Before the Queue Overruns Your Free Server

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