What does "Woe to the hand that shed this costly blood." mean?

He is very upset at whoever was hired to kill Caesar, that's how it sounds to me though I have never read the play. "Woe" is like an expression of anger or lament. He is wishing ill upon the "hand" that stabbed Caesar to death, I ume at a "costly" price.