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| Criterion |  Product Discovery Smoke Test |  Knowledge Modeling Property Graph Schema Design |  Knowledge Modeling Competency Questions |
|---|---|---|---|
Purposedifferent | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | 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. | 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 | Low | Medium | Medium |
Timedifferent | 1-5 Tage | 4-8 h initial, dann iterativ | 2-4 h |
Participantsdifferent | Nutzertraffic | 1-6 | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | ValidationExperimentsDemandGrowth | Knowledge graphModelingSemantic | OntologyKnowledge graphScopeRequirementsSemantic |
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