I make lots of cute harness vest and they are super easy to put on and off. I use thick velcro so they hold very securely:
http://tinkerbellscloset.com/Browse_...s_Harness_Vest
I also have these harnesses:
http://tinkerbellscloset.com/Browse_...tyle_Harnesses