You should hear about the war that occurs in the ocean non stop. Quadrillions of bacteria, bacteriaphages, and viruses are in a constant battle and evolving to one up each other.

Really I don't get how multicellular life survived it.

Why go to the ocean, because that happens everywhere, non-stop. If your immune system stops working, then you are a dead man.