@jonny When programming anything interesting I always seem to spend much more time testing than coding. If this gets too repetitive, I have to figure out how to automate some of the tests. Eventually the whole thing needs rewriting due to changes in language support e.g. the change from Python 2 to Python 3. ChatGPT seems more suited to kicking out the bottom rungs of the learning ladder in this respect than a genuine productivity improvement.