Example Concept: AI coding assistants use machine learning models trained on vast code repositories to understand common patterns and best practices. When optimizing legacy code, they can suggest refactoring methods such as simplifying complex logic, removing redundant code, or improving variable naming. The AI ensures that these changes do not alter the code's behavior by analyzing dependencies and testing outcomes.