Rhubarb stems that you buy should be firm, easily snapped and nice and red. If still green, they are not properly ripe; if soft, they are too old.
I do not believe, contrary to many other recipes, that it's necessary to blanche rhubarb before using on account of its acidity, and besides, this characteristic acidity is a feature of rhubarb that's well worth conserving.