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Criterion
Paper illustration for Learning Review.
Operations
Learning Review
Design sheets and interface cards connect to jointly written pseudocode with highlighted unresolved questions.
Architecture
ARID (Active Reviews for Intermediate Designs)
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
A structured reflection surfaces what was liked, learned, lacked, and longed for. It is a conversation format and does not validate actions automatically.
Agile
4Ls Retrospective
Purposedifferent
After a project phase with mixed results, the method makes learning from the individual case reusable. It connects events, decisions, and systemic conditions into robust insights.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.When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.When a sprint should not only be assessed but also learned from, it captures experience in clear learning categories. It records what worked, what's missing, and what should run differently next time.
Complexitydifferent
MediumMediumMediumLow
Timedifferent
1-3 h2–4 h review as a planning range; preparation and evaluation additional45-60 min45–75 min
Participantsdifferent
3-10Designers, developers as users, and facilitation2-8Team members involved
Formatdifferent
WorkshopWorkshop + asyncWorkshop + asyncWorkshop
Outputdifferent
Learning Review Notes, System Factors, Improvement ActionsPrioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisionsAssumption map, Test backlog, Risk ranking4Ls Board, Learning Themes, Improvement Actions
Tagsno overlap
LearningRetrospectiveIncidentOperations
ArchitectureEngineeringFeedbackValidationTasks
AssumptionsRiskExperimentsValidation
RetrospectiveLearningReflectionTeam
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