Short for Angry German Kid Episode. A reaction resulting from a lot of anger and rage, typically at video games. Usually results in a broken keyboard and lots of screaming.
Some dude was continuously getting killed out of nowhere and then had an AGK episode. He smashed his keyboard repeatedly on his desk.