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Criterion
Paper illustration with architecture components and concrete change tasks for comparison.
Architecture
SAAM (Software Architecture Analysis Method)
Paper illustration for Fake Door Test
Product Discovery
Fake Door Test
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Paper illustration of a Learning Card with four fields for hypothesis, observation, insight, and action.
Product Discovery
Learning Card
Purposedifferent
SAAM helps teams judge an architecture’s suitability for selected tasks and changes. It is particularly useful for examining modifiability and comparing architecture alternatives with clear reasoning.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.When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects.The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible.
Complexitydifferent
HighMediumHighLow
Timedifferent
Preparation, scenario analysis, and findings review; effort depends on scope1-5 Tage1-4 Wochen25-40 min
Participantsdifferent
Architecture experts and stakeholders for scenarios and weightingNutzertraffic1-61-5
Formatdifferent
Workshop + asyncAsyncAsyncWorkshop + async
Outputdifferent
Domain functions mapped to components and connections, Quality attributes and evaluation criteria, Typical tasks and their effects on the architecture, Reasoned evaluation or comparison of alternativesClick Data, Interest Signal, Learning DecisionExperiment results, Decision log, Learning summaryLearning Card with evidence and next action
Tagsno overlap
ArchitectureChangeAnalysisComparisonQuality
ValidationExperimentsDemandDiscovery
ExperimentsGrowthAnalyticsValidation
ExperimentsValidationDiscoveryLearning
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