This is the part I think we will see become more relevant.

I created docs-cli (pypi) to manage the index of specs as source code: the framework that goes with it will first create tests for as much as it can, so reproducability becomes the goal, not readability.

https://github.com/ArtRichards/docs-cli

https://artrichards.github.io/agent-playbook-suite/blog/