Gen AI is best used with languages that you don't use that much. I might need a python script once a year or once every 6 months. Yeah I learned it ages ago, but don't have much need to keep up on it. Still remember all the concepts so I can take the time to describe to the AI what I need step by step and verify each iteration. This way if it does make a mistake at some point that it can't get itself out of, you've at least got a script complete to that point.