I pruned my Vitex in Jan. and it is just now putting out new growth. I cut it often to use it in arrangements and it will come back and bloom again. Therefore, I don't think you will hurt it if you prune it now. Mine gets out of control real fast so I just prune when I think it needs it. Not that that is the right thing to do.