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| Criterion |  Agile Three Amigos |  Product Discovery Assumption Mapping |  Agile Acceptance Criteria Workshop |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | When story, test, and implementation could drift apart, it brings business perspective, engineering, and quality together early. It prevents a story from being read differently only late in the process. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When a story needs clear checkpoints before implementation, it sharpens expectation and scope together. It sorts work by value, risk, and delivery ability. The result is captured as Acceptance Criteria and a Story Update. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Low | Medium | Low | High |
Timedifferent | 15-30 min | 45-60 min | 20-40 min pro Story | 1-4 Wochen |
Participantsdifferent | 3 | 2-8 | 3-6 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | Clarified Story, Test Examples, Open Questions | Assumption map, Test backlog, Risk ranking | Acceptance Criteria, Story Update | Experiment results, Decision log, Learning summary |
Tagsno overlap | CollaborationBehavior-Driven DevelopmentQualityRefinement | AssumptionsRiskExperimentsValidation | AgileRequirementsRefinementBehavior-Driven Development | ExperimentsGrowthAnalyticsValidation |