When deploying a BizTalk 2006 solution from Visual Studios, you may have encountered errors similar to the one pictured below:

Failed to update binding info.jpg

Due to a quirk in BizTalk, the cached binding information sometimes gets in the way of deployment. The easiest way to get around this problem is to simply stop (Full) the offending application in the Admin Console, then retry the deployment.