Guide a teammate from a vague product idea to a falsifiable experiment hypothesis with metric and control logic.
Jae J Product manager A PM has a plausible idea but no experiment-grade brief yet. You have minutes, not hours, to turn a hunch into a testable design. Coach the brief into specificity Start with segment, outcome, comparison, and mechanism before you talk about shipping. Specificity first; implementation second. Frame the audience Jae says: "I think a progress bar will help activation." What do you say first? Frame the comparison Jae now says: "Okay, first-time admins finishing setup." What is the best next move? Frame the decision rule The segment and baseline are now clear. How do you finish the…
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