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I just tested out the CentOS-7-x86_64-AtomicHost-20141029_02.qcow2 and found an issue with the cockpit-docker integration. To read the images and containers currently residing on the atomic host, cockpit-agent needs to connect to /var/run/docker.sock to which it does not have permission. I did a "chmod o+rw /var/run/docker.sock" to make it work on my test system. Is this a known issue or should I file a bug somewhere?
In this case you can go into the 'Users Accounts' in cockpit, click on the user, and 'Change Roles' to add 'Container Administrator'. Then log out and back in.
This gives the user the permission to access /var/run/docker.sock (ie: puts them in the docker group).
Stef