Bummer, this was my first ever run experience after buying and installing AMP, so fresh install on Debian 12 x86_64 (non-Docker).
Original issue was not finding libssl.so.1.1
I tried the advice to switch to the development stream but after an update it still failed to start, complaining about a different file this time: libcurl.so.4