Design an incident learning loop that actually changes the roadmap.

Instruction: Design a scalable operating model. Be explicit about governance, tradeoffs, escalation paths, and how the system stays useful over time.

Context: Tests whether the candidate can design a scalable PM operating system that remains useful under complexity, politics, and growth.

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I would agree which incidents trigger a learning review and appoint a followup owner after immediate response is contained. The review would reconstruct user impact and the timeline, examine multiple contributing technical and organizational factors without blaming individuals, and record what was known versus uncertain. Relevant service owners, engineering, support and product would contribute evidence.

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