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Selected:Concept MappingLASR (Lightweight Approach for Software Reviews)Assumption SurfacingRed Teaming
| Criterion |  Knowledge Modeling Concept Mapping |  Architecture LASR (Lightweight Approach for Software Reviews) |  Decision Making Assumption Surfacing |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | 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. | LASR helps development teams identify where their software falls short of important quality goals and which improvements to consider. A small group with existing system knowledge can make an initial assessment and investigate open questions in more detail. | 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. | 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 | Low | High |
Timedifferent | 1-2 h | 3–4 h for initial assessment; preparation and deeper analysis additional | 45-90 min | 1-4 h |
Participantsdifferent | 1-8 | 1 or a small team; particularly suitable for 3–4 people | 2-8 | 3-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | Lean Mission Statement describing the software’s purpose, Prioritized quality goals and evaluation criteria, Risks and estimated gaps against quality goals, More closely examined findings and open checks | Assumption List, Critical Assumptions, Learning Plan | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | ArchitectureQualityRiskAssessmentLean | AssumptionsRiskDecisionDiscovery | RiskDecisionSensemaking |