Reflection Questions

These questions are most useful when answered in writing before a team discussion, or when used as a retrospective prompt after a decision has been made.

1. Which frameworks do you reach for first under pressure? What does this reveal about your default mode of analysis?
2. Think of the last architecture decision your team made. Which frameworks did you apply explicitly? Which were skipped?
3. When a new engineer joins your team, which frameworks do they absorb from the culture and which are never transmitted? What is the cost of each gap?
4. Where in your organisation does framework fragmentation create the most coordination overhead?

Design: Select the most consequential architecture decision facing your organisation in the next quarter. Apply all nine frameworks in order — F1 through F9 — and produce a written analysis. For each framework, state what it reveals about the decision that the previous frameworks did not. Identify where the frameworks produce conflicting signals and how you resolve the conflict.