It’s vital to test new technology before rolling it out into your production environment. I like to use Python virtual environments provided by the venv module for developing and testing Ansible playbooks and features. Instead of using the default Python and Ansible commands installed on your system, you can easily set up multiple Python environments and test different versions of Ansible and its component libraries.
Virtual environments are like a virtual machine or Linux chroot, but they create an isolated structure of lightweight directories separated from actual Python system directories. That means you can have different sets of Python environments, each with different versions of modules, files, or configurations.
Ansible is based on Python and leverages many Python modules and plugins. When you test something new, it could require you to update a module that your Ansible installation depends on. Upgrading a component that your production environment depends on defeats the purpose of testing. Still, you can have different versions of Ansible and other important Python modules in a dedicated test directory with a virtual environment.