Code Smells: When to Refactor and Why Tests Are Non-Negotiable

Code smells like duplicated code, long methods, and magic numbers signal deeper design issues. Refactoring changes structure without altering behavior, but without tests, every refactor risks introducing regressions. Developers should write characterization tests before touching untested code to lock in current behavior.