I found a good new use for Claude Code: a semi-systematic review of papers that cite Flux and Zygote. There are nearly two thousand, and not all of them use Flux directly (some citing as related work or inspiration). Claude will gladly hustle its way to the full text, digging deep to find arXiv preprints or copies on personal websites, and blithely clicking through “I am not a robot” captchas. It’s reasonably reliable at checking whether papers use those tools, and I’ve got it leaving a decent audit trail in case of errors.