Same experience with Debian. Preaching religious, unquestionable stability but a soon as you install an out of tree software, everything falls apart in your hands.
Any Debian system I used fell apart on upgrades in some unrecoverable way and it was a giant pain in the ass.
The last NixOS stable release I deployed in ~3 hours onto ~30 VMs with only minor issues and everything continued to just work.