test-case-mode is a minor mode for running unit tests. It is extensible and currently comes with back-ends for JUnit, CxxTest, CppUnit, Python and Ruby.
The back-ends probably need some more path options to work correctly. Please let me know, as I'm not an expert on all of them.
This project is now available on github.