Python: Schema Thinking Question When does schema thinking 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 schema thinking need a refactor? Track: Python Topic: SQL Focus: Schema Thinking Topics: Python Schema Thinking SQL