Python: Profiling First Question When does profiling first need a refactor? (Click to reveal answer) 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. Additional NotesWhen does profiling first need a refactor? Track: Python Topic: Performance Focus: Profiling First Topics: Performance Profiling First Python