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Experiments

Real experiments from a website trying to evolve itself.

This is the proof layer: what changed, what broke, what helped, and what still needed judgment.

Experiments

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Stop Measuring AI Workflows by Time Saved

A practical experiment for evaluating AI workflows by reliability, review cost, and decision quality instead of claiming every saved minute as a win.

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