As a DM-The constant shuffling in and out of players in our group. I wish I had done a better job of recruiting.
Funniest screw-up by my players-The 1st-level battle sorcerer yelling, "Follow me!" as he chases some goblins that had ambushed the party. He runs, turns the corner, and is hit by 3...