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Selected:ARID (Active Reviews for Intermediate Designs)Counter Metrics Architecture Decision Record A/B Testing

Criterion	Architecture ARID (Active Reviews for Intermediate Designs)	Product Strategy Counter Metrics	Architecture Architecture Decision Record	Growth A/B Testing
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 a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions.	An ADR permanently records an architecture decision with context, trade-offs, and consequence. It creates continuity for later changes because the decision path stays traceable.	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.
Complexitydifferent	Medium	Low	Low	High
Timedifferent	2–4 h review as a planning range; preparation and evaluation additional	30-60 min	15-45 min	1-4 Wochen
Participantsdifferent	Designers, developers as users, and facilitation	2-6	1-3	1-6
Formatdifferent	Workshop + async	Workshop + async	Async	Async
Outputdifferent	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Counter Metric List, Guardrail Definitions	ADR File, Decision Log, Rationale	Experiment results, Decision log, Learning summary
Tagsno overlap	ArchitectureEngineeringFeedbackValidationTasks	MetricsMeasurementStrategyExperiments	ArchitectureRationaleDocumentationGovernance	ExperimentsGrowthAnalyticsValidation

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