I had the same experience as the OP in the beginning of the century. I've built a lot of RPM packages back then and it was clear that system of dependencies built into RPM format itself (not apt or dnf, this is dpkg level in terms of Debian) was poorly thought out and clearly insufficient for any complex system.
I've also migrated to Debian and it felt like a huge step forward.
I'm on Arch now, BTW.