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Measure Your Free AI Tier Before You Trust It: Three Numbers in 20 Minutes

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

Last month I shipped a tiny CLI that summarizes GitHub issues. It ran fine on a demo repo with three issues. Then a teammate pointed it at a repo with forty issues. The command sat there for ninety seconds and I had no idea why. I had never measured warm versus cold latency. I had never checked whe…

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  1. 2026-10-27 12:29 · DEV Community — AI
    Measure Your Free AI Tier Before You Trust It: Three Numbers in 20 Minutes

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