Flat website design is the application of the principles of flat GUI design for websites. It is a minimalist approach which focuses on simplicity, clarity and content.
A flat designed website is stripped of all visual bells and whistles - gradients shadows, textures, etc. See flat design for more details.
An example of flat website design: