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| Criterion |  DevOps ChatOps |  Product Discovery Learning Card |  Growth A/B Testing |  Product Discovery Fake Door Test |
|---|---|---|---|---|
Purposedifferent | For operational work in a distributed team, the method links communication with direct system control. It records decisions right where the signal, the context, and the execution come together. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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. | When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small. |
Complexitydifferent | Medium | Low | High | Medium |
Timedifferent | Ongoing | 25-40 min | 1-4 Wochen | 1-5 Tage |
Participantsdifferent | 2-20 | 1-5 | 1-6 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop + async | Async | Async |
Outputdifferent | Chat Transcript, Action Log, Automations | Learning Card with evidence and next action | Experiment results, Decision log, Learning summary | Click Data, Interest Signal, Learning Decision |
Tagsno overlap | CollaborationEngineeringIncident | ExperimentsValidationDiscoveryLearning | ExperimentsGrowthAnalyticsValidation | ValidationExperimentsDemandDiscovery |