I'm new to developing software with AI so I've made mistakes similiar to what you have highlighted. I feel I've become a little more sophisticated in my current approach. I went so far as to write an SOP when I'm using an AI to assist in development, and so far, it's really been working wonders and has greatly reduced the time I take to develop, debug, and test software.