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Selected:ARID (Active Reviews for Intermediate Designs)Property Graph Schema DesignA/B TestingCompetency Questions
| Criterion |  Architecture ARID (Active Reviews for Intermediate Designs) |  Knowledge Modeling Property Graph Schema Design |  Growth A/B Testing |  Knowledge Modeling Competency Questions |
|---|---|---|---|---|
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. | Property Graph Schema Design turns business and technical requirements into a robust graph schema. It fits when query patterns, constraints, and migrations need to be thought about together. | 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. | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. |
Complexitydifferent | Medium | Medium | High | Medium |
Timedifferent | 2–4 h review as a planning range; preparation and evaluation additional | 4-8 h initial, dann iterativ | 1-4 Wochen | 2-4 h |
Participantsdifferent | Designers, developers as users, and facilitation | 1-6 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Experiment results, Decision log, Learning summary | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | ArchitectureEngineeringFeedbackValidationTasks | Knowledge graphModelingSemantic | ExperimentsGrowthAnalyticsValidation | OntologyKnowledge graphScopeRequirementsSemantic |