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Criterion
Paper illustration of Lean Startup with its method-specific working model.
Innovation
Lean Startup
ChatOps workspace showing the question, observations, and next decision.
DevOps
ChatOps
Paper illustration: scenarios and architectural decisions are connected to identified risks.
Architecture
ATAM (Architecture Tradeoff Analysis Method)
A 5 Whys working surface connects an observable problem with evidenced causes, marked uncertainty and concrete countermeasures with ownership.
Operations
5 Whys
Purposedifferent
For uncertain business assumptions, the method forces the idea into contact with real market reactions early. It separates wishful picture, assumption, and observable behavior, so that learning becomes faster than planning. This translates uncertainty into measurable insight.For operational work in a distributed team, the method links communication with direct system control. It records decisions right where the signal, the context, and the execution come together.ATAM helps teams weigh architecture decisions when quality goals compete. The team considers business goals, stakeholder expectations, and technical decisions together. The evaluation shows which risks need further investigation.For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description.
Complexitydifferent
MediumMediumHighLow
Timedifferent
Wochen bis Monate je LernzyklusOngoingSeveral meetings plus preparation and analysis; total effort depends on scope15-30 min
Participantsdifferent
2-82-20Evaluation team, architects, and relevant stakeholders2-6
Formatdifferent
Workshop + asyncWorkshop + asyncWorkshop + asyncWorkshop
Outputdifferent
Hypothesis list, MVPs, Learning reports, Pivot or persevere decisionChat Transcript, Action Log, AutomationsPrioritized quality scenarios in a utility tree, Architecture risks with reasoning and assumptions, Sensitivity and trade-off points, Findings report with open investigationsRoot cause notes, Countermeasures
Tagsno overlap
LeanStartupValidationMVP
CollaborationEngineeringIncident
ArchitectureQualityRiskTradeoffsStakeholders
Root causeIncidentLeanProblem solving
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