Depends how you look at it. Some of my colleagues rave about Claude Code, so I was thinking about trying it out on these puzzles. In that sense it is "going to the gym", just for a different thing. Since I do AoC every year, I feel like it'll give me a good feel for Claude Code compared to my baseline. And it's not just "prompting", but figuring out a workflow with tests and brainstorming and iteration and all that. I guess if the LLM can just one-shot every puzzle that's less interesting, but I suppose it would be good to know it can do that...

It 100% can do that. LLMs are trained on an unfathomable amount of data. Every AoC puzzle can be solved by identifying the algorithm behind it. Its Leetcode in a friendlier and more festive spirit.