When I DM, I roll almost exclusively in the open, keeping very few rolls secret (usually my rolls for "does something happen", when the players don't know exactly what I'm rolling for anyway). Let the dice fall as they do, sometimes I've hit a player with 2 or 3 crits in an encounter, one time...