Running in the dark: what's your visibility setup?

Now it's dark before and after work, I'm doing most runs under streetlights or worse. I have a reflective vest, but on unlit paths I still feel invisible to cyclists. I'm considering a chest light or a headtorch with a rear red light. What actually works for you, and what was a waste of money?