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Selected:Knowledge Mapping LASR (Lightweight Approach for Software Reviews)Learning Card Fake Door Test

Criterion	Knowledge Modeling Knowledge Mapping	Architecture LASR (Lightweight Approach for Software Reviews)	Product Discovery Learning Card	Product Discovery Fake Door Test
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 demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small.
Complexitydifferent	Medium	Medium	Low	Medium
Timedifferent	1-3 h	3–4 h for initial assessment; preparation and deeper analysis additional	25-40 min	1-5 Tage
Participantsdifferent	3-12	1 or a small team; particularly suitable for 3–4 people	1-5	Nutzertraffic
Formatdifferent	Workshop	Workshop + async	Workshop + async	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	Click Data, Interest Signal, Learning Decision
Tagsno overlap	KnowledgeMappingRisk	ArchitectureQualityRiskAssessmentLean	ExperimentsValidationDiscoveryLearning	ValidationExperimentsDemandDiscovery

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