Checking programmatically if assembly was compiled in debug or release mode exception System.IO.FileNotFoundException at mscorlib.dll

Question

I have an ASP.NET MVC application which depdens on many assemblies (DLLs).

Now I am trying to automate the task of checking which assemblies were compiled in debug or