I feel sorry for juniors because they have even less incentive to troubleshoot or learn languages. At the same time, the sheer size of APIs make me relieved that I will never have to remember another command, DSL, or argument list again. Ruby has hundreds of methods, Rails hundreds more, and they constantly change. I'd rather write a prompt saying what I mean than figure out obscure incantations, especially with infrequently used tools like ffmpeg.
> Should I use AI to solve Advent of Code puzzles? No. If you send a friend to the gym on your behalf, would you expect to get stronger? Advent of Code puzzles are designed to be interesting for humans to solve - no consideration is made for whether AI can or cannot solve a puzzle. If you want practice prompting an AI, there are almost certainly better exercises elsewhere designed with that in mind.
I would advocate for Advent of Code in every workplace, but finding interest is rare. No matter how much craft is emphasized, ultimately businesses are concerned with solving problems. Even personally, sometimes I want to solve a problem so I can move on to something more interesting.
Advent of Code (https://adventofcode.com/2025/about) says:
> Should I use AI to solve Advent of Code puzzles? No. If you send a friend to the gym on your behalf, would you expect to get stronger? Advent of Code puzzles are designed to be interesting for humans to solve - no consideration is made for whether AI can or cannot solve a puzzle. If you want practice prompting an AI, there are almost certainly better exercises elsewhere designed with that in mind.
I would advocate for Advent of Code in every workplace, but finding interest is rare. No matter how much craft is emphasized, ultimately businesses are concerned with solving problems. Even personally, sometimes I want to solve a problem so I can move on to something more interesting.