Inconvenient conditional Web Parts in SharePoint 2010

Using conditional content you can target pieces of your website to specific audiences optimizing the User Experience. Unfortunately, if you try to conditionally display Web Parts, your pages will break – at least by default because there is a way you can get this done. So how do you conditionally display Web Parts in SharePoint 2010?