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| Criterion |  Engineering Hypothesis-Driven Troubleshooting |  Operations After-Action Review |
|---|---|---|
Purposedifferent | When systems fail unexpectedly, spontaneous attempts often produce more noise than insight. Hypothesis-driven Troubleshooting translates symptoms into testable assumptions and makes troubleshooting learnable. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. |
Complexitydifferent | Medium | Low |
Timedifferent | 30-240 min | 20-45 min |
Participantsdifferent | 1-6 | 3-12 |
Formatsame | Workshop + async | Workshop + async |
Outputdifferent | Hypothesis Log, Test Plan, Evidence Notes, Diagnosis Summary | Lessons learned, Action items, Event summary |
Tagsno overlap | TroubleshootingProblem solvingDiagnosis | LearningOperationsImprovement |
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