A generally positive exclamation, along the lines of "way to go" or the slightly older "excellent!." Originally from the Jonathan Coulton song Flickr and popularized by the podcast Bad Philosophy. Also can be used as an agreement.
"So I just aced that presentation"
"Thumbs up for slurpees, man!"