<aside> 🔍 Turn significant events into documented lessons that change behavior. Use after pilot success, expansion failure, drift incident, or any event worth learning from.

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Objective: Turn significant events into documented lessons that change behavior, not just reports that get filed.

When to use: After pilot success, expansion failure, drift incident, autonomy escalation, or any event worth learning from. Run within one week of the event.

Inputs: Event documentation (what happened, when, who was affected, impact), access to people involved, previous related incidents if any.

Position: Guide facilitates. Architect leads cause analysis. Sponsor approves the selected action and Playbook update.


1. Document the Event

2. Analyze the Cause

3. Identify the Pattern