Use Debian Unstable on the desktop, and Debian Stable on the server. Despite the name, Unstable is pretty stable - it's just making it clear that you're dealing with relatively fresh packages and these often break as they're not battle-tested.

Unstable isn't built from bleeding-edge nightlies, but it's generally up-to-date.