Pipenv and poetry seems ok, but before those two (and wheel) we use conda and it covers our need.

And this is my top concern when introducing python to new team.

There still no 'single' way to do this.

The problem with conda is that it's what broke the machine I was talking about. Apparently it doesn't very much like when you use a package manager other than conda, and things break in subtle ways.