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| Criterion |  Agile Story Splitting |  Agile Affinity Estimation |  Engineering Kanban |
|---|---|---|---|
Purposedifferent | 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. | 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 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. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 30-60 min | 30-90 min | Ongoing |
Participantsdifferent | 2-6 | 3-12 | 2-12 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Smaller Stories, Acceptance Criteria, Split Rationale | Affinity Size Map, Grouped Estimates, Unclear Items | Kanban board, WIP policies, Flow metrics |
Tagsno overlap | BacklogIterationDelivery | EstimationBacklogRelative sizing | FlowVisual managementDelivery |
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