I had a Debug.Break(); statement in my code. Even though attached, the VS debugger didn't indicate where it stopped.
I'm not sure if that is bug. I was expecting VS to indicate where it stops if the debugger is attached.
I have asked the bug report team this question, and I will update my answer as soon as I hear back from them.