The previous implementation used shutil.rmtree with a custom error handler to handle read-only files on Windows, but this approach was unreliable. The new remove_dir function uses the Windows 'rd' command for directory removal on Windows systems, which handles read-only files correctly, while falling back to shutil.rmtree on other platforms.