Visual Studio 2005 Beta 1 Refresh (Community Technology Preview bits) - which includes parts of Team System - is available for download on MSDN Subscriber Downloads.
Brad mentions on the SourceSafe Team's Blog that SourceSafe 2005 Beta 1 is part of the main install of this latest release. I'm curious to see which other parts made it into this release!