I'm using F20 and had some trouble to find where to setup my startup applications. After a Google search, I figured out that we need to run gnome-session-properties from a terminal or alt+f2 window. This screen is not available when searching on Gnome Shell prompt. I personally think that it's a bad decision, this is a simple window and should appear on the search.

My questions are: