You could give players (behind the scenes of course) resistance to bludgeoning, slashing, and piercing damage for first two levels. If that goblin crits for 2d6+2 averaging 9 damage. They take 4. They will still feel the hits, but their squishy hp won't be impacted as greatly. You are also not...