Makes me wonder if Quora was set up for continuous deployment from the beginning? The systems used for this type of thing (tracking pushes, tests, start/end times etc) always seem to be highly custom-built. I imagine it'd be a lot easier to build this as you build you site from the ground up, rather than retrofitting it in afterwards.