The easiest defense against that is to not build squishy glass cannons.
This helps quite a bit in my experience. For my PoTD run with a PC wizard, I intentionally beefed up his defense all around, both in terms of stats, items, and spells. It really helped. Of course you still have to be careful, but I liked the challenge of having to use reasonable tactics, rather than one tactic all the time.