A new approach to searching for extra-terrestrial life

A lot has been written about making humanity a multi-planetary species. We want to get away from Earth before a single, ultra-powerful event (a huge meteor for example) destroys us. If there are other species capable of venturing into space, should we not search for them? Perhaps look for dying sta