Woody originally wanted Elliott Gould to play his part as Harry Block.
Albert Brooks was the last actor to be offered the role of Harry. In an interview with Playboy magazine, he stated that he received a nice letter from Woody Allen offering him the role. Brooks responded, "It was insane that [Allen] didn't do it himself." Apparently, Woody took his advice.