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| Criterion |  DevOps ChatOps |  Decision Making Cynefin Workshop |  Product Discovery Smoke 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. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | Ongoing | 60-180 min | 1-5 Tage |
Participantsdifferent | 2-20 | 4-20 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | Chat Transcript, Action Log, Automations | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | CollaborationEngineeringIncident | ComplexitySensemakingDecision | ValidationExperimentsDemandGrowth |
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