I found the answer here and transcribed here for the case of the link die. 
In your App.config file, insert this:
<configuration>
  <runtime>
    <assemblyBinding xmlns="urn:schemas-microsoft-com:asm.v1">
      <probing privatePath="lib" />
    </assemblyBinding>
  </runtime>
</configuration>
Then go to Project -> Properties --- right click in your Project, then in the ContextMenu select Properties.
Now go to Build Events and add the following code inside the Post-build event command line text box (as you can see in the bellow image).
; Move all assemblies and related files to lib folder
ROBOCOPY "$(TargetDir) " "$(TargetDir)lib\ " /XF *.exe *.config *.manifest /XD lib logs data /E /IS /MOVE
if %errorlevel% leq 4 exit 0 else exit %errorlevel%

After
Build your project and say good bye to your OCD!