It is a mysterious abbreviation that no one knows the meaning of, but apparently it is very offensive because everytime you ask people will tell you to shut the fuck up. So it is essential to avoid asking for the meaning of "stfu"
"Hey sweetie what does stfu mean"
"Shut the fuck up, mom"