Tried out the suggestions on this post, but I still get the error:
!!! JUnit version 3.8 or later expected: java.lang.RuntimeException: Stub! at junit.r
In my case I just forgot that I've changed the build variant to "release". Switching back to "debug" fixed everything. FML.