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| Criterion |  Architecture Quality Attribute Workshop |  Product Discovery Assumption Mapping |  Decision Making Red Teaming |
|---|---|---|---|
Purposedifferent | A Quality Attribute Workshop translates quality requirements into concrete scenarios and architecture impulses. The method brings product, engineering, and operations to the same view of desired properties. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 2-4 h | 45-60 min | 1-4 h |
Participantsdifferent | 5-15 | 2-8 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop |
Outputdifferent | Quality Scenarios, Priority List, Architecture Concerns | Assumption map, Test backlog, Risk ranking | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | RequirementsArchitectureWorkshop | AssumptionsRiskExperimentsValidation | RiskDecisionSensemaking |
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