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Pin Seed, Clock, and Cwd Before One Pure Extract

This story is from 2026-09-24. It is preserved in the archive; the latest stories are on the live feed.

Do not extract a pure helper until three reads are pinned. Those reads are random, time, and the current working directory. A clean split still lies if those reads stay inside. Characterization tests should lock them before any move. The smallest safe change is one injected clock seam. This note us…

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  1. 2026-09-24 23:08 · DEV Community — AI
    Pin Seed, Clock, and Cwd Before One Pure Extract

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