This issue started to happen after I upgraded to VS2017 (15.7.3)
Even for the very simple / default project, I cannot debug/run from the menu. I get the error:
The system cannot find the file specified
Note: I am 100% the project is compiled successfully. there is already an exe file (which works if I run it directly)

