Eventually, though, they're going to run out of cards for you to discard.
What happens then?
Yup, once they run out of cards your deck is useless. Thats why you use tombstalker's delve ability to get a tombstalker out nice and early thanks to all the discard you cast the first few turns.
Or something of the sort.