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Criterion
Paper illustration for Risk Storming.
Architecture
Risk Storming
Growth Experiment workspace showing the question, observations, and next decision.
Growth
Growth Experiment
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Design sheets and interface cards connect to jointly written pseudocode with highlighted unresolved questions.
Architecture
ARID (Active Reviews for Intermediate Designs)
Purposedifferent
Helps clarify architecture context, options, and consequences in concrete terms. It organizes technical context, alternatives, and consequences. The result is captured as an Annotated Diagram, a Prioritized Risk List, and an Action Backlog.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 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.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.
Complexitydifferent
LowMediumHighMedium
Timedifferent
60-90 min1-2 Wochen1-4 Wochen2–4 h review as a planning range; preparation and evaluation additional
Participantsdifferent
4-121-61-6Designers, developers as users, and facilitation
Formatdifferent
WorkshopWorkshop + asyncAsyncWorkshop + async
Outputdifferent
Annotated Diagram, Prioritized Risk List, Action BacklogExperiment card, Result summary, Next betExperiment results, Decision log, Learning summaryPrioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions
Tagsno overlap
RiskArchitectureWorkshopValidation
MarketingGrowthExperimentsLearning
ExperimentsGrowthAnalyticsValidation
ArchitectureEngineeringFeedbackValidationTasks
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