Use private browsing – The uses for not having cookies and history saved are obvious for certain activities, you know, like shopping for gifts on a shared computer. Or viewing porn – not that anyone would ever do that.
Pressing CTRL + Shift + N will launch a new private (Incognito) in Chrome.
CTRL + Shift + P will do it in Firefox and Internet Explorer.
