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Podman is CLI and API compatible with Docker (except where differences in implementation doesn't allow it)
Running Podman as root is 99.9% the same as running Docker.
I have been running my homelab with Podman for several years and it is absolutely mature enough for a regular user.
Also, the docs are really good.
I've been running rootless Podman (with the exception of my reverse proxy, because privileged ports) without any issues, though my one challenge has actually been documentation - specifically for podman-compose, which seems to be a complete void.
I only tried running rootless when i set them up several years ago and i was completely green, so it was probably me who was the problem.
Regarding podman-compose, Fedora repos has a a package that aliases podman -> docker and the regular docker-compose package, which i used before migrating to podman+systemd. It worked flawlessly unless i did networking shenanigans because Podman and Docker differs (/differed?) in so some thing simply couldn't be brought over.
Edit: i found the docker-compose and Podman alias thingies in a Fedora Magazine post.
However, unless you use docker-compose a lot for other stuff, learning to use Podmans systemd integration (also called quadlet) is very much worth it. They're just a really powerful combo and systemd has a ton of nice features for making stuff run and keep running.