How I program with LLMs

This article is a summary of my personal experiences with using generative models while programming over the past year. It has not been a passive process. I have intentionally sought ways to use LLMs while programming to learn about them. The result has been that I now regularly use LLMs while working, and I consider their benefits to be net-positive on my productivity. (My attempts to go back to programming without them are unpleasant.)

Along the way, I have found oft-repeated steps that can be automated...