I realize this is controversial but from reading the docs I really thought Pipenv was the official solution. Took me a while to realize this wasn't the case.
I went through the same progression, thinking pipenv was the official solution before deciding it wasn’t. Then, just now, I realized that pipenv [1] is currently owned by the Python Packaging Authority (PyPA) who also owns pip [2] and virtualenv [3]. I don’t know the right answer but this illustrates the confusion of not coalescing around an official solution.
What happened was that Kenneth Reitz socially-engineered his way into the PyPA to get his tool blessed. The community lashed out (since the tool had obvious shortcomings and a somewhat dubious development process) and recommendations were softened. Eventually the PyPA had to take over pipenv when Reitz had other issues, and they are now forever burdened with what is a bit of a dud.
