Your approach of deciding on the overall framework yourself and then handing individual tasks over to AI as modules is really interesting. I can well imagine that this way of working will become increasingly important.

Perhaps programmers will actually be needed less often — at least those whose main task is writing code. At the same time, there will be an even greater need for people who understand what actually needs to be done, who can capture the requirements properly and recognize when the AI is heading in the wrong direction.

I find your point about newcomers almost even more interesting. If AI takes over a large part of the work from day one, where do they gain the experience they need to judge later whether the result is actually right?

I think this question will keep us busy for quite some time. And in two or three years, the answer will probably already look quite different from today.