Use AI tools like Amazon Q Developer to generate documentation for undocumented OutSystems apps. Start by extracting the source code, then prompt AI for app overviews, technical docs, user stories, and maintenance notes. Regular AI-powered updates keep docs fresh. Tools like ChatGPT, Copilot, and Gemini also work. This turns mystery code into clear, maintainable systems and builds a culture of documentation.