We definitely could do a better job at communicating things. Sorry 
Short answer before I head to bed:
You can use pip install ansible==2.3.2.0 to switch back to the older version. If you want to avoid switching between Ansible versions you’ll need to upgrade your older projects with @fullyint’s changes for Ansible 2.4 compatibility.