Thanks, yeah I currently just hardcode the image URL from whatever cover I find online. Maybe you had an old version cached or the image just failed to load for whatever reason.
I need to update my bookshelf really, I haven't bothered to do so since 2023!
https://petargyurov.com/bookshelf/