Its when congress can't approve a new budget so federal agencies, buildings parks etc temporarily close, non essential govt workers dont get paid, and I believe certain social benefit programs may be cut off as well. iirc its happened at least once or twice in the 21st century but didn't last more than a few weeks.
Probably, largely, won't affect most Americans unless you are a govt employee or it drags on and you rely on social benefits