Your problem has been solved before. AI just can't find it. (Chapter 1. The idea)

Like most IT people, I adopted AI tools early. I’m using it every day as part of my job, but due to the specificity of work tasks that I do as a System Engineer/DevOps, I’m still not fully confident in using AI agents on infrastructure or OS’s. That’s why I mostly use AI chatbots like Claude or ChatGPT which really helps. AI chat is great. But being great doesn’t mean it’s perfect. Years ago, before the AI era, while trying to solve complex tasks and you hit a wall, the most common source of information was Stackoverflow and forums with the help of Google search. AI replaced that today. But did it really replace it? How many times has happened to all of us that while solving problems with an AI chatbot it suddenly loops, repackaging the same ideas, repeating solutions and constant suggestions of what needs to be done, never ending? Sounds familiar? If you try to correct it and say: “Hey, that’s not true, not correct”, then you write why, it will confidently tell you: “You are absolutel