Meaning/Usage: Used to tell someone that you made a mistake.
Explanation: This is a very common phrase. It is not as bad as "I blew it" but it also means to make a mistake. However, "I blew it" refers to making a big mistake and lose out on an opportunity, while "I messed up" can be used more freely to indicate any sort of mistake.