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| Criterion |  Growth Hooked Model |  Architecture ARID (Active Reviews for Intermediate Designs) |  Product Discovery Learning Card |
|---|---|---|---|
Purposedifferent | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | 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. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | Multiple workshops over several weeks | 2–4 h review as a planning range; preparation and evaluation additional | 25-40 min |
Participantsdifferent | 2-8 | Designers, developers as users, and facilitation | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Learning Card with evidence and next action |
Tagsno overlap | GrowthBehaviorRetention | ArchitectureEngineeringFeedbackValidationTasks | ExperimentsValidationDiscoveryLearning |
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