Been rocking Kinoite for 2 years now - several major Fedora release upgrades, and zero breakage. I do weird stuff in my "pet" containers (using distrobox), and I love how my base system remains indestructible no matter how much I goof around.
Immutable is indeed the future. The moment a user installs something on a traditional mutable OS, it's configuration/environment drifts from the "base", making any system update or application install a potential conflict. After you install something on a traditional mutable OS, there's often no way to get back to the base without a OS reinstall (programs don't clean up after themselves, they change system settings, environment, more/worse).
Immutable operating systems solve this by having an immutable base image. Everyone running, for instance, Kinoite 42.20251011.0 all have exactly the same base. Users then can "layer" applications on top of the base image, sort of like a dockerfile. If something breaks, you just remove that application (layer) and it's like it never happened. Everyone having the same exact base image also means updates can be much more thoroughly tested, and confidently rolled-out to users.
Note, "Immutable" doesn't mean you can't save files or install things - it just means you cannot mutate the base OS image. There's always a "known good configuration" to go back to.
You're also encouraged to use "pet" containers for things like development - where you will install all sorts of weird system packages, libraries, tools, etc. without fear of polluting or breaking your system.
An immutable system + pet containers means your system will always be stable. Really neat.