Previously, we used "DEBUG" (in all caps) in our CI/scripts, which isn't
canonical (https://cmake.org/cmake/help/v3.0/variable/CMAKE_BUILD_TYPE.html).
Authored-by: NChris Hajas <chajas@pivotal.io>