To leave a place, especially one that has become dull or of no use or interest, generally in search of something better. Often preceded by "let's," it is a variation of "blow this popsicle stand." This is boring, let's blow this taco stand and find something else to do. I graduate in six months, then it's time to blow this taco stand.