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AI-First Product Builder skills: falsifiable hypotheses, exposure plans, and the hypothesis-to-evidence experiment loop for prototypes built with coding agents.

falsifiable-hypotheses

How to turn a product conviction into a falsifiable hypothesis with a measurable experiment — structure, quality bar, and behavioral success criteria. Use when formulating a hypothesis, designing an experiment, defining success criteria for a prototype, or when the user states a belief about users that hasn't been tested.

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