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There's a bit of a steep learning curve to it, but NixOS does exactly this. You can setup podman or docker backends, then build or deploy containers declaratively and the system itself creates a systemd service for you.
NixOS is a general purpose OS and doesn't have any derivatives that I'm aware of. There's also Guix which is very similar to NixOS, but I'm also unsure whether it has any derivatives. I personally use a CapRover container running in NixOS and it's been a solid experience.