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How is this different than Cockpit?
Why would you manage a server with Kubernetes in any case??
I have to ask why someone would choose this over ansible, ssh, and a proper monitoring and metrics stack.

Something like this allows unconstrained config drift with no audit trail.

You shouldn't. If you are small enough, use Docker Compose with Ansible.

Once you get big enough, Kubernetes for 99% of companies, is next logical step.

Kubernetes does not manage servers anyway. You still need something to put Kubernetes on those servers.