A developer on parental leave. For four months I built and ran a live service — a chatbot, a blog, payments, real users — with one AI as my only teammate, on an ordinary desktop with no usable GPU. The service in this book is at aicoreutility.com, and it is still running. I write down what broke and what it cost, including the parts that did not work.