A friend of mine who has at most written some SQL joins recently bought a cheap thermal printer on Amazon. The printer was meant to be used with a heavily ad and microstransaction laden app to operate over Bluetooth. He was able to use codex to hook it up to his MacBook and reverse engineer the printer then make a web service so he can print whatever he wants from anywhere.
I agree with you in that I now feel like a 100x engineer, but I think it would have taken me a long time to figure that one out pre AI.
At most written some SQL joins implies your friend is far more tech savvy than the average plumber
My experience with non-technical people using AI is not like this at all. Perhaps your friend is an outlier?