Cynefin Framework

Core: Classify the problem domain before applying any solution. The right action in one domain is wrong in another. Misclassification is one of the most common causes of failed interventions.

The Five Domains

1. 🟢 Clear (formerly "Simple")

• Cause/effect: Obvious to everyone.
• Approach: Sense → Categorize → Respond. Apply known best practice. Automate.
• Signs: Answer is obvious; any competent person would do the same.
• Danger: Complacency — Clear can shift to Chaotic if conditions change unnoticed.
• Examples: Resetting a password, deploying a known-working config, following a checklist.