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| Criterion |  Engineering Golden Path |  Decision Making Assumption Surfacing |  Decision Making Cynefin Workshop |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | When teams need a reliable default path for frequent use, sprawl quickly emerges without any guiding logic. Golden Path bundles the preferred path so good practice becomes easy and deviation becomes deliberate. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 1-3 Tage Setup, laufend | 45-90 min | 60-180 min | 45-60 min |
Participantsdifferent | 2-8 | 2-8 | 4-20 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Golden Path Guide, Templates, Quality Checks | Assumption List, Critical Assumptions, Learning Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | EngineeringProductivityGovernance | AssumptionsRiskDecisionDiscovery | ComplexitySensemakingDecision | AssumptionsRiskExperimentsValidation |