So why are you using a Linux that forces that on you?
Sane people use Debian, Debian packages are compatible with the Debian release they are from. I do not have to worry about accidentally installing an incompatible deb; even if I try to, apt won't allow me to install a package whose deps cannot be satisfied because they're too new (and thus, not in my release's package repo).
I know other distros have problems with release management, but this is why I've used Debian for the past 20 years and will continue to use Debian