Writer/director David Leeds cast Christopher Walken after seeing his performance in Next Stop, Greenwich Village (1976). Leeds had to coax Margot Kidder out of retirement to star in the film.
While filming the scene in which Mr. Rainbow is attacked by vultures, Christopher Walken insisted on being tied down so he could not move, and even refused to be untied during lunch break.