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Criterion
Design sheets and interface cards connect to jointly written pseudocode with highlighted unresolved questions.
Architecture
ARID (Active Reviews for Intermediate Designs)
Growth Experiment workspace showing the question, observations, and next decision.
Growth
Growth Experiment
Paper illustration for Fake Door Test
Product Discovery
Fake Door Test
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
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 growth ideas surface quickly, the temptation to build immediately instead of learning is high. A Growth Experiment frames an assumption so target group, lever, and measurement are clear before the first deployment.When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small.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.
Complexitydifferent
MediumMediumMediumLow
Timedifferent
2–4 h review as a planning range; preparation and evaluation additional1-2 Wochen1-5 Tage1-5 Tage
Participantsdifferent
Designers, developers as users, and facilitation1-6NutzertrafficNutzertraffic
Formatdifferent
Workshop + asyncWorkshop + asyncAsyncAsync
Outputdifferent
Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisionsExperiment card, Result summary, Next betClick Data, Interest Signal, Learning DecisionInterest Metrics, Conversion Signal, Learning Note
Tagsno overlap
ArchitectureEngineeringFeedbackValidationTasks
MarketingGrowthExperimentsLearning
ValidationExperimentsDemandDiscovery
ValidationExperimentsDemandGrowth
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