Lana Lodge's lightning talk on refactoring emphasizes the importance of improving code structure by addressing 'bad smells' such as duplicated code and long methods. She shares her challenges with a complex controller and discusses strategies like extracting methods and utilizing state/strategy patterns to enhance code quality. The talk serves as both a reflection on her learning journey and a guide for others looking to refine their coding practices.