Test driven development serves as a crucial foundation for effective refactoring, providing a safety net through comprehensive test cases. Without these tests, refactoring becomes a risky endeavor, especially when dealing with legacy code. The conversation emphasizes the importance of ensuring high quality in both production code and test cases, as well as the challenges of introducing tests into poorly structured classes.