On: CoreOS Overview, Part One

[lfittl]

To answer this more explicitly than the other comment: Yes, CoreOS is intended as the host system for containers.

Inside the Docker (or rkt) containers you can run whichever distribution or static binary you like.

The combination of CoreOS+Kubernetes+Docker+Alpine Linux (inside the containers) works pretty well in my experience.