AINewsnow

Pin the Free Lane Before You Trust the Diff

Free model lanes are good enough for scaffolding, refactors, and test stubs. They are not deterministic. A rerun returns different text, so the diff alone proves nothing. Most teams keep provenance in chat scroll. Scrolls vanish after a quota reset or a server restart. A small lock file in the repo…

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  1. 2026-11-08 20:00 · DEV Community — AI
    Pin the Free Lane Before You Trust the Diff

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