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Criterion
Incident Command workspace showing the question, observations, and next decision.
DevOps
Incident Command
A hypothetical failure makes concrete risks, signals, and fitting mitigations visible.
Decision Making
Pre-Mortem
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Purposedifferent
During an acute incident with several people involved, the method creates a clear leadership and communication structure. It reduces chaos when fast coordination and clean situational awareness are both needed at once.In early initiatives with many uncertainties, planning quickly turns too optimistic. A pre-mortem makes the expected failure visible in advance and sharpens the view of causes, gaps, and countermeasures.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
MediumLowHigh
Timedifferent
As needed20–45 min1-4 Wochen
Participantsdifferent
4-15Small cross-functional group1-6
Formatdifferent
Workshop + asyncWorkshopAsync
Outputdifferent
Incident Log, Action Tracker, Stakeholder UpdatesRisk list, Mitigation plan, Assumption logExperiment results, Decision log, Learning summary
Tagsno overlap
IncidentOperationsReliability
RiskDecisionFailurePlanning
ExperimentsGrowthAnalyticsValidation
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Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration for ALPEN Method
Operations
ALPEN Method
Paper illustration of an assumption matrix with prioritized test cards
Decision Making
Assumption Surfacing