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| Criterion |  DevOps ChatOps |  Decision Making Assumption Surfacing |  Systems Thinking Current Reality Tree |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
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. | 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. | A Current Reality Tree condenses many symptoms into a few causal chains. The method makes visible which core problems drive several negative effects at once. | 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 | High | Medium |
Timedifferent | Ongoing | 45-90 min | 2-6 h | 45-60 min |
Participantsdifferent | 2-20 | 2-8 | 3-8 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Chat Transcript, Action Log, Automations | Assumption List, Critical Assumptions, Learning Plan | Current Reality Tree, Core Problems, Intervention Ideas | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | CollaborationEngineeringIncident | AssumptionsRiskDecisionDiscovery | Systems thinkingRoot causeConstraintsCausality | AssumptionsRiskExperimentsValidation |