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Selected:ARID (Active Reviews for Intermediate Designs)HEART Framework North Star Metric Architecture Inception Canvas

Criterion	Architecture ARID (Active Reviews for Intermediate Designs)	UX Research HEART Framework	Growth North Star Metric	Architecture Architecture Inception Canvas
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.	Helps clarify observations, needs, and patterns in concrete terms. It groups observations into patterns, questions, and decisions. The result is captured as a HEART-GSM table and dashboard.	When product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible.	The Architecture Inception Canvas bundles the first architecture questions into a compact decision picture. It fits when an initiative is still in motion but still needs clear guardrails.
Complexitydifferent	Medium	Medium	Medium	Low
Timedifferent	2–4 h review as a planning range; preparation and evaluation additional	120 min initial, dann laufend	1-2 h	1-2 h
Participantsdifferent	Designers, developers as users, and facilitation	3-6	3-8	3-8
Formatdifferent	Workshop + async	Workshop + async	Workshop + async	Workshop
Outputdifferent	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	HEART-GSM Table, Dashboard	North Star metric, Input metric tree, Measurement cadence	Inception Canvas, Risks, Goal List, Open Questions
Tagsno overlap	ArchitectureEngineeringFeedbackValidationTasks	MetricsUX researchMeasurementSatisfaction	GrowthMetricsAlignmentRetention	AlignmentArchitectureCanvas

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