You can combine these two methods with barrel nuts. I used barrel nuts for an underbed box because of the end-grain weakness. Had I see this video before I made that box, I'd definitely have used wood screws and dowels instead. You have to get the alignment pretty close to spot on with barrel nuts.

Neil