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Criterion
ChatOps workspace showing the question, observations, and next decision.
DevOps
ChatOps
Paper illustration of Lean Startup with its method-specific working model.
Innovation
Lean Startup
Design sheets and interface cards connect to jointly written pseudocode with highlighted unresolved questions.
Architecture
ARID (Active Reviews for Intermediate Designs)
A 5 Whys working surface connects an observable problem with evidenced causes, marked uncertainty and concrete countermeasures with ownership.
Operations
5 Whys
Purposedifferent
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.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.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.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
MediumMediumMediumLow
Timedifferent
OngoingWochen bis Monate je Lernzyklus2–4 h review as a planning range; preparation and evaluation additional15-30 min
Participantsdifferent
2-202-8Designers, developers as users, and facilitation2-6
Formatdifferent
Workshop + asyncWorkshop + asyncWorkshop + asyncWorkshop
Outputdifferent
Chat Transcript, Action Log, AutomationsHypothesis list, MVPs, Learning reports, Pivot or persevere decisionPrioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisionsRoot cause notes, Countermeasures
Tagsno overlap
CollaborationEngineeringIncident
LeanStartupValidationMVP
ArchitectureEngineeringFeedbackValidationTasks
Root causeIncidentLeanProblem solving
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