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sk Skill · maxrave-dev

run-discriminating-experiment-first

When two nearly identical things behave differently, count the variables that still differ and run one swap-or-trade test that eliminates at least half of them, before writing any fix. Use when the same symptom has survived two or more attempted fixes, when one widget or screen or platform works and its near-twin sitting beside it does not, or when every attempt costs a slow build and somebody else's attention.

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