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Your Free AI Server Will 429 at 2 AM: A Budget-Watch Checklist That Fails Loud

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

The first time my CLI hit a free AI endpoint, the 429 arrived at 2:47 AM. No alert. No log. Just a script that silently returned garbage to a paying user. I'd deployed a small summarizer to a free server because the math looked great: 10,000,000 tokens, zero server cost, ship it. The math forgot on…

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  1. 2026-08-30 10:49 · DEV Community — AI
    Your Free AI Server Will 429 at 2 AM: A Budget-Watch Checklist That Fails Loud

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