1 bottle cheap vodka
Several vanilla beans, split lengthwise
Simply put the beans into the vodka, shake well, and store for a few weeks, shaking every once in a while. When the color darkens, you've got some great vanilla for cooking and baking.
I add fresh beans every once in a while, but I leave the old ones in. Top up with fresh vodka from time to time.