Maybe some postmortem analysis will be interesting. The AoC is also a context in which the domain is self-contained and there is probably a ton of training material on similar problems and tasks. I can imagine LLM might do decently there.

Also there is no big consequence if they don’t and it’s probably possible to bruteforce (which is how many programming tasks have been solved).