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| Criterion |  Engineering Golden Path |  Growth Growth Experiment |  Product Strategy Counter Metrics |  Engineering Goal Question Metric |
|---|---|---|---|---|
Purposedifferent | When teams need a reliable default path for frequent use, sprawl quickly emerges without any guiding logic. Golden Path bundles the preferred path so good practice becomes easy and deviation becomes deliberate. | 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 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. | 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 | Medium | Low | Medium |
Timedifferent | 1-3 Tage Setup, laufend | 1-2 Wochen | 30-60 min | 90-180 min |
Participantsdifferent | 2-8 | 1-6 | 2-6 | 3-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Golden Path Guide, Templates, Quality Checks | Experiment card, Result summary, Next bet | Counter Metric List, Guardrail Definitions | GQM Table, Metric Profiles |
Tagsno overlap | EngineeringProductivityGovernance | MarketingGrowthExperimentsLearning | MetricsMeasurementStrategyExperiments | MetricsMeasurementEngineeringAlignment |