What did you use to do the scraping?
I just did Advent of Code in Python, which isn't my daily use language but was fun to play with. Threw together a script in a little less than 5 min that did what I wanted: downloaded all the screenshots and put into a directory for each movie.
I don't know what he did, but I gave gemini-cli the url and asked for a script. The LLMs are pretty good at this sort of simple but tedious implementation.