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Selected:Knowledge Mapping LASR (Lightweight Approach for Software Reviews)Learning Card Assumption Mapping

Criterion	Knowledge Modeling Knowledge Mapping	Architecture LASR (Lightweight Approach for Software Reviews)	Product Discovery Learning Card	Product Discovery Assumption Mapping
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.	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.	The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible.	When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.
Complexitydifferent	Medium	Medium	Low	Medium
Timedifferent	1-3 h	3–4 h for initial assessment; preparation and deeper analysis additional	25-40 min	45-60 min
Participantsdifferent	3-12	1 or a small team; particularly suitable for 3–4 people	1-5	2-8
Formatdifferent	Workshop	Workshop + async	Workshop + async	Workshop + async
Outputdifferent	Knowledge Map, Critical Knowledge Areas, Transfer Plan	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	Learning Card with evidence and next action	Assumption map, Test backlog, Risk ranking
Tagsno overlap	KnowledgeMappingRisk	ArchitectureQualityRiskAssessmentLean	ExperimentsValidationDiscoveryLearning	AssumptionsRiskExperimentsValidation

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