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| Criterion |  Knowledge Modeling Knowledge Mapping |  Agile Three Amigos |  Decision Making Red Teaming |
|---|---|---|---|
Purposedifferent | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | When story, test, and implementation could drift apart, it brings business perspective, engineering, and quality together early. It prevents a story from being read differently only late in the process. | 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 | Low | High |
Timedifferent | 1-3 h | 15-30 min | 1-4 h |
Participantsdifferent | 3-12 | 3 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Clarified Story, Test Examples, Open Questions | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | KnowledgeMappingRisk | CollaborationBehavior-Driven DevelopmentQualityRefinement | RiskDecisionSensemaking |
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