不知何故，precompiled.config文件已经投入生产。不知道如何删除该文件解决了App_Code目录错误并且没有调用Application_Start方法。

Somehow a precompiled.config file had made it to production. Don't know how but deleting that file resolved the App_Code directory error and the Application_Start method not being called.