Sediment in well water
According to the company that installed my well pump and pressure tank, they say that this thing happens. Apparently some bacteria and iron are producing stuff that is getting caught in the filter, and occasionally there is a large amount of this. Some people may have to replace their filter every week normally.
As long as there's nothing that looks like sand and shells in the filter, everything should be ok.