During October 2024, Dou Yi focused on improving documentation hygiene and code quality in the Azure/PyRIT repository. He addressed a specific issue by removing a redundant import of PromptRequestPiece from the how_to_guide examples, which reduced lint noise and clarified the distinction between Jupyter Notebook and Python script versions. Using Python and leveraging skills in code cleanup and documentation, Dou Yi implemented this change as a single, traceable commit linked to issue #495. While the scope was targeted, the work enhanced maintainability and consistency, ensuring that future contributors encounter fewer ambiguities and that continuous integration lint checks run more smoothly.