Additional Notes
When does timing and audit scopes need a refactor?
Track: Python
Topic: Advanced Python
Focus: Timing and Audit Scopes
Python: Timing and Audit Scopes
Answer
When the rule is no longer easy to explain, test, or change without surprising nearby code.
Refactoring is justified by reduced risk and better clarity, not by aesthetic preference alone.
Refactoring is justified by reduced risk and better clarity, not by aesthetic preference alone.
Topics: Advanced Python Python Timing and Audit Scopes