Valve has just announced that Steam for Linux (beta) is now available to all Steam users.
Supported games include Serious Sam 3: BFE, Team Fortress 2, Killing Floor and others.
If you’ve already downloaded and installed Steam for Linux beta, you should redownload and install the latest deb available on its website, because Steam now has its own Ubuntu repository that’s going to be used for updates.