Refactoring with Confidence

Type attribution plays a crucial role in ensuring correctness during code refactoring, allowing developers to confidently make changes. However, achieving stylistic consistency across diverse codebases presents its own challenges. Regular expressions fall short for automated refactoring due to the complexity and variability of code structures, as highlighted by the difficulties faced when transitioning logging libraries.