pip + venv + requirements{,-dev}.txt + empty setup.py + setup.cfg + pyproject.toml + Makefile is my way to go. New Python environment managers are popping up, but built-in options can be easier: I dropped Pipenv because it took ages to do the locking or it failed.

Sometimes you just need pip + venv + requirements.txt for PoC projects.