I've been wanting to do this, but I think I'll probably have to take 2 weeks of PTO to do that, unfortunately. At least it's a relatively benign addiction, I suppose.
The few times I've quit, I switched to decaf and caffeine pills, and then slowly reduced the amount of caffeine from pills. No side-effects from this approach. Cold turkey almost killed me.