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Selected:Quality Attribute Workshop Flywheel A/B Testing ARID (Active Reviews for Intermediate Designs)

Criterion	Architecture Quality Attribute Workshop	Growth Flywheel	Growth A/B Testing	Architecture ARID (Active Reviews for Intermediate Designs)
Purposedifferent	A Quality Attribute Workshop translates quality requirements into concrete scenarios and architecture impulses. The method brings product, engineering, and operations to the same view of desired properties.	Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth.	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	Medium	Medium	High	Medium
Timedifferent	2-4 h	60-120 min	1-4 Wochen	2–4 h review as a planning range; preparation and evaluation additional
Participantsdifferent	5-15	3-8	1-6	Designers, developers as users, and facilitation
Formatdifferent	Workshop	Workshop	Async	Workshop + async
Outputdifferent	Quality Scenarios, Priority List, Architecture Concerns	Flywheel Map, Friction Points, Growth Levers, Experiment Backlog	Experiment results, Decision log, Learning summary	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions
Tagsno overlap	RequirementsArchitectureWorkshop	GrowthRetentionConversion	ExperimentsGrowthAnalyticsValidation	ArchitectureEngineeringFeedbackValidationTasks

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