This is something you say when things never quite go your way, when things seem surprising or you see something bizarre or out of the ordinary.
Ex: âyou witness a car crashâ exclaim Shit-A-Toogah, âthe trash bag breaks when you take out the garbageâ exclaim Shit-A-Toogah