The document discusses 'code smells,' which are indicators of potential problems in source code, such as speculative generality, duplicated code, and long methods. It provides examples of bad code practices and illustrates how to refactor them for clarity and maintainability. Additionally, it mentions tools for detecting code smells and emphasizes the importance of writing clean, comprehensible code.