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If Your Eval Shares Your Laptop, Discard the Score

This story is from 2026-09-13. It is preserved in the archive; the latest stories are on the live feed.

You cannot rank an agent from a dirty machine. Local shells leak secrets, caches, and leftover files. Treat any laptop score as contaminated until you isolate it. Laptop evals are not measurements A real measurement needs a known starting state. Your laptop is a graveyard of prior experiments. Your…

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  1. 2026-09-13 20:28 · DEV Community — AI
    If Your Eval Shares Your Laptop, Discard the Score

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