Buying new furniture can come at a lofty cost, so instead of getting a new bookshelf or table, restore an old one! If you're looking for a piece you don't already own, try thrift shopping or garage-sale hunting. Sand it down, stain or paint it, and ta-da! You've got a brand new piece of furniture.