Physics versus Philosophy, can these two not get along?

It just has always been my position that Philosophy and Science are not in competition to uncover the secret of reality, and that the attempts by Physicists to paint this dichotomy was self-destructive and not worthy of their time. It is almost as if they are leaving their old enemy of "Religion" alone and picking on a group they don’t think will fight back.