My ravelry friend introduced me to these plastic paperclips from Wal-mart to hold the extra heddles in place. They worked really well! I never really did much to keep the extra heddles at the edges, and sometimes I would have problems with my threads wearing and breaking. This technique also helps to cut down on a lot of noise created by the extra heddles rattling around.
I love weaving tricks!