I use Flatpak and AppImages mostly. I am using Debian, but sometimes an app is just to old for me, and than I use a flatpak. For testing and temp. use I use AppImages. If more people around me would use Linux I could use AppImages as mobile apps to carry around.
I run Debian for all my homelab servers: stable, fast, (community) support, and secure.