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Selected:ARID (Active Reviews for Intermediate Designs)A/B Testing Linked Open Terms Assumption Mapping

Criterion	Architecture ARID (Active Reviews for Intermediate Designs)	Growth A/B Testing	Knowledge Modeling Linked Open Terms	Product Discovery Assumption Mapping
Purposedifferent	ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification.	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.	Linked Open Terms connects terminology work with linked-data thinking and makes terminology technically connectable. Vocabulary, meanings, and references can thereby be maintained consistently.	When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.
Complexitydifferent	Medium	High	Medium	Medium
Timedifferent	2–4 h review as a planning range; preparation and evaluation additional	1-4 Wochen	Wochen bis Monate	45-60 min
Participantsdifferent	Designers, developers as users, and facilitation	1-6	2-8	2-8
Formatdifferent	Workshop + async	Async	Workshop + async	Workshop + async
Outputdifferent	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Experiment results, Decision log, Learning summary	Ontology Requirements, Conceptual Model, Published Ontology, Documentation, Maintenance Plan	Assumption map, Test backlog, Risk ranking
Tagsno overlap	ArchitectureEngineeringFeedbackValidationTasks	ExperimentsGrowthAnalyticsValidation	OntologyMethodologyAgileSemantic	AssumptionsRiskExperimentsValidation

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