People you're grouped with can see you while you're stealthed.

I was doing the final mission for the Taris Bonus Series as an Imperial and while I'm fighting the 2 mobs guarding the door to place a beacon, some guy runs up and clicks on the door. So instead of getting mad, I just followed him and while he fought some mobs at another door I clicked it