Code Smell

Examples include duplicated logic, very long methods, excessive coupling, unclear naming, and classes with too many responsibilities. Code smells are signals for review and possible refactoring rather than automatic proof of a defect. In practice, it influences how developers structure code, manage complexity, test behavior, and coordinate changes across a growing codebase.