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Selected:ARID (Active Reviews for Intermediate Designs)Counter MetricsStakeholder MappingGoal Question Metric
| Criterion | ![]() Architecture ARID (Active Reviews for Intermediate Designs) | ![]() Product Strategy Counter Metrics | ![]() Facilitation Stakeholder Mapping | ![]() Engineering Goal Question Metric |
|---|---|---|---|---|
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. | When an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 2–4 h review as a planning range; preparation and evaluation additional | 30-60 min | 60–90 min | 90-180 min |
Participantsdifferent | Designers, developers as users, and facilitation | 2-6 | 2-8 | 3-6 |
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 | Counter Metric List, Guardrail Definitions | Stakeholder Map, Engagement Plan, Risk Notes | GQM Table, Metric Profiles |
Tagsno overlap | ArchitectureEngineeringFeedbackValidationTasks | MetricsMeasurementStrategyExperiments | StakeholdersAlignmentFacilitationChange | MetricsMeasurementEngineeringAlignment |



