TFS Build Service failed with HTTP code 404

When you work with VS 2012 and try to open TFS 2010 project, you could be failed with this error message :

"HTTP code 404 : Not Found", in my case clearing the cache worked.

So, what you need is :

Delete all in the folder :

C:\Users\userName\AppData\Local\Microsoft\Team Foundation\4.0\Cache