In order change the branch we want to deploy from, simply issue the following command:
rhc app-configure --deployment-branch mybranch
Verify the change with the following command:
$ rhc app-configure
'via Blog this'
rhc app-configure --deployment-branch mybranch
$ rhc app-configure