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| Criterion |  Engineering Kanban |  Agile Affinity Estimation |  Agile Story Splitting |
|---|---|---|---|
Purposedifferent | When work sits in too many parallel streams, throughput suffers and no one sees the bottlenecks. Kanban makes the flow of work visible and limits overload so a system becomes calmer and more predictable. | When many tasks need to be classified quickly, it sorts them by perceived effort and similarity. It reduces the effort of fine-grained estimation for large volumes. | When a story becomes too large for a clean flow, it breaks scope down along value and risk. It shapes the work into a form that ships earlier and is easier to verify. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | Ongoing | 30-90 min | 30-60 min |
Participantsdifferent | 2-12 | 3-12 | 2-6 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Kanban board, WIP policies, Flow metrics | Affinity Size Map, Grouped Estimates, Unclear Items | Smaller Stories, Acceptance Criteria, Split Rationale |
Tagsno overlap | FlowVisual managementDelivery | EstimationBacklogRelative sizing | BacklogIterationDelivery |
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