I just sand. I try to use a variety of different wood species and avoid paints and stains. Sort of "painting with wood". I don't seal the wood, either. PVA glues, and even epoxy tend to adhere poorly to finished wood. Apply the finish (wipe on polyurethane) after assembly and glue up.