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| Criterion |  Decision Making Red Teaming |  Knowledge Modeling Knowledge Mapping |  Agile Specification by Example |
|---|---|---|---|
Purposedifferent | 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. | 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 business rules need to become precise, it ties language, example, and test together. It sorts work by value, risk, and delivery ability. The result is captured as an Example Table and Acceptance Tests. |
Complexitydifferent | High | Medium | Medium |
Timedifferent | 1-4 h | 1-3 h | 60-90 min pro Feature |
Participantsdifferent | 3-8 | 3-12 | 3-6 |
Formatsame | Workshop | Workshop | Workshop |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Example Table, Acceptance Tests |
Tagsno overlap | RiskDecisionSensemaking | KnowledgeMappingRisk | AgileRequirementsExamplesBehavior-Driven Development |
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