We could write instructions like literature. Maybe we could call it "Literate Programming"?

https://en.wikipedia.org/wiki/Literate_programming

I kid you not, I remember writing an example solution with comments explaining how we were approaching the problem. Copilot wrote most of the actual code via autocomplete. And that was a year ago, models have got a lot better since then.