ideas to remove broken fence post?

I've had this happen.....concrete surrounding a 4 x 4 post.
I take a long drill bit in a 1/2" drill and put several holes in the stub until I can break the pieces up and pull them out. I'll often shove another 4 x 4 back in and be done with it.