Why does foundation go cakey after a few hours?

Not all foundation does. Usually good quality makeup brands don't have cakey foundation. Try MAC maybe, they're really good. Also your skin could just be dry, try using a good moisturizer under your foundation (apply every time!) and a face makeup primer.