lean-startup

Design MVPs, validated-learning experiments, and pivot-or-persevere decisions using the Build–Measure–Learn loop. Use when the user mentions "MVP scope", "validated learning", "pivot or persevere", "vanity metrics", or "test assumptions". Covers innovation accounting and actionable metrics. For 5-day prototype testing, see design-sprint. For customer motivation analysis, see jobs-to-be-done.