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| Criterion |  Agile Three Amigos |  Knowledge Modeling Concept Mapping |  Knowledge Modeling Knowledge Mapping |
|---|---|---|---|
Purposedifferent | 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. | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | 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. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 15-30 min | 1-2 h | 1-3 h |
Participantsdifferent | 3 | 1-8 | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Clarified Story, Test Examples, Open Questions | Concept Map, Relationship Labels, Knowledge Gaps | Knowledge Map, Critical Knowledge Areas, Transfer Plan |
Tagsno overlap | CollaborationBehavior-Driven DevelopmentQualityRefinement | KnowledgeConceptsMappingSensemaking | KnowledgeMappingRisk |
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