Update links and wordings in the developer setup

- Use the generic `virtual environment` instead of `virtualenv` and
  point to the official Python documentation.
- Use the internal reference to the getting started doc.
- Mention there is tons of good tips in the documentation about
  the Docker environment.
- Update the link to the documentation on how to submit patches.