I look for stuff on places like Frys.com or other forums or sometimes dell and HP outlet for refurbished deals. Ebay I am skeptical since either shipping is high or sometimes in the bidding war the price gets too high.

Another great place is overstock.com

I like HP or gateway refurbished since they come with standard components(unlike Dell), and if something fails I can always replace it with off the shelf component.