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Selected:ARID (Active Reviews for Intermediate Designs)Ontology Design Patterns MVP Test Matrix Learning Card

Criterion	Architecture ARID (Active Reviews for Intermediate Designs)	Knowledge Modeling Ontology Design Patterns	Product Discovery MVP Test Matrix	Product Discovery Learning Card
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.	Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles.	When several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan.	The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible.
Complexitydifferent	Medium	Medium	Medium	Low
Timedifferent	2–4 h review as a planning range; preparation and evaluation additional	1-3 h pro Pattern	45-75 min	25-40 min
Participantsdifferent	Designers, developers as users, and facilitation	1-6	2-8	1-5
Formatdifferent	Workshop + async	Workshop + async	Workshop	Workshop + async
Outputdifferent	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Selected Patterns, Adapted Schema Fragments, Pattern Documentation	Test Matrix, Test Plan	Learning Card with evidence and next action
Tagsno overlap	ArchitectureEngineeringFeedbackValidationTasks	OntologyPatternsReuseSemanticModeling	ExperimentsValidationDiscoveryOptions	ExperimentsValidationDiscoveryLearning

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