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| Criterion |  Systems Thinking Polarity Mapping |  DevOps Incident Timeline Analysis |  Agile Starfish Retrospective |  Operations Accountability Ladder |
|---|---|---|---|---|
Purposedifferent | Polarity Mapping makes tensions between two opposing poles tangible, such as standardization and adaptation or control and autonomy. The method guards against making apparent either-or decisions prematurely. | For an incident with an unclear sequence, the method makes the timeline precisely visible. It separates perception, reaction, and delay so cause and effect become more clearly readable. | When improvement options need to be sorted more finely than just start and stop, it brings observations into clear kinds of action. This makes visible what should be done more, less, newly, or continued. | With defensive reactions to problems, the method shifts the view from justification to ownership. It makes visible which reaction stage a person or team is currently stuck on. |
Complexitydifferent | Medium | Medium | Low | Low |
Timedifferent | 1-2 h | 60-180 min | 45-90 min | 20-45 min |
Participantsdifferent | 3-12 | 3-10 | 4-12 | 1-8 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Polarity Map, Warning Signs, Balance Actions | Incident Timeline, Evidence Log, Delay Analysis, Improvement Actions | Starfish Board, Practice Changes, Experiments | Ownership Reflection, Action Commitment, Coaching Notes |
Tagsno overlap | Systems thinkingTradeoffsLeadership | IncidentTimelineSite Reliability Engineering | RetrospectiveImprovementExperimentsTeam | ResponsibilityLeadershipTeam |