<ul data-eligibleForWebStory="true">A developer created RAWPA (Rodney the Advanced Web Pentesting Assistant) to assist with pentesting by providing additional ideas.RAWPA is not meant to automate the pentesting process but to offer guidance when the user's checklist runs out.The developer initially built an AI copilot using a RAG model, but faced challenges with noise in responses and code debugging.The AI feature was put on hold, and an admin panel with a toggle to switch off the AI was added.The developer is currently focusing on deep-dive research to validate methodologies for RAWPA.The project was inspired by lostsec's site, emphasizing the importance of tools that augment human thinking.Community input, including future feature ideas like gamification and collaborations, is shaping RAWPA's vision.The developer aims to make RAWPA a reliable, community-driven resource.More details on the development journey can be found on the developer's personal blog.Community engagement and feedback are encouraged to improve RAWPA.RAWPA's goal is to help individuals overcome obstacles in pentesting and facilitate learning.The developer can be reached on LinkedIn for methodologies, ideas, or suggestions.The overall focus is on assisting users in getting unstuck and enhancing their knowledge.For more information, visit the developer's blog at https://kuwguap.github.io/posts/series-2-implementing-wpa-in-rawpa-part-1/