Co-maintainer here. I dogfooded Silverblue for about 2 years before deciding to do this. Initially Bluefin was just a "fix me script" that did the usual bits. When bootc came around this let me put that script in GitHub CI and then just consume the fixes I want. A few of us started to do this and then since a bunch of us were kubernetes nerds we defaulted into "let's make this together."

Here are some of the changes:

- We add all the codecs, and drivers in the build step so the user never has to care.

- We turn on automatic updates by default, these are silent

- We remove Fedora's broken flatpak remote and go full Flathub out of the box

- We handle major version updates for you in CI, there's no "distro release day" update that's just a normal update that day

- Since we use bootc it's easy for people to FROM any of our images and make a custom build, and we ship a template for anyone to do so: https://github.com/ublue-os/image-template

- You can turn on "developer mode" which gives you vscode with devcontainers, docker, incus, etc in addition to podman.

- We integrate homebrew out of the box for package management for the CLI, flathub handles the GUI packages - we don't want to be a distro, in this world the base image is a base image and my relationship is with brew and flathub. I don't need or want to have a relationship with my OS.

- We gate kernel versions to avoid regressions, so we can avoid certain releases or "ride it out" until fixes are published.

- We ship [Bazaar](https://github.com/kolunmi/bazaar) - which is a flatpak only store designed for performance. Since the OS is a different layer we can throw away all those packagekit jankfests and start from scratch.

As for the desktop, I worked on Ubuntu for about a decade and wasn't happy with the direction Ubuntu was going at the time. Fedora had rpm-ostree/bootc but didn't know what to do with it so they were just sitting on the tech. So I just combined them, the desktop has an Ubuntu-like layout and vibe.

The clear benefit is that you have one image for everything, whereas local layering in Silverblue doesn't really make sense to me anymore, if you want to handle a bunch of local packages just use a traditional distro. Because doing that in Silverblue breaks just as often as it does in package distros. Pure image mode is the strongest benefit. It's 2025 I refuse to do "post installation crap" that should be automated, bootc lets me do that!

More info here since I'm leaving out a bunch of stuff: https://docs.projectbluefin.io/introduction

Bluefin LTS Is Released