I started trying some CPythong development a week ago at PyCon and first got testing working using Docker on my mac. This had the advantage of not having to worry about installing and dependencies, and also let me test on different Python versions easily.
If you are interested in trying it, I laid out all the steps here: http://www.saulshanabrook.com/cpython-dev-w-docker/ Saul Shanabrook
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