The management page can only be accessed by an admin of any service. It has two sections: one with management links and one with various actions. It can be accessed by clicking on the cog on the top right of the navigation bar.
The management links are links useful to only admins. To add management links see here.
Currently there is only one admin action: managing the running applications. This opens up a dialog which is explained in detail here.