Meaning/Usage: Used to tell someone that you made a big mistake
Explanation: When something blows up, it is destroyed. Therefore, blow up implies in this context means to make a big mistake to damage any opportunities. Because making mistakes are very common, a simple way of saying this was needed so people started saying, "I blew it."