I use Nix, even on my Ubuntu machines, to install tooling in my user profile.
Nixpkgs unstable stays pretty up to date. The few I want something on release day or bleeding edge nightlies, I override the derivation source. I use nvfetcher to pull the latest release or head of the default branch as part of my update routine.
I’m pretty new to Nix, so its been slow integrating into my workflow, but I plan to start integrating flake’s into my repos. My team seems to have constant issues with keeping their tooling up to date which breaks things locally from time to time.