SO MUCH THIS

I believe that one of jev's greatest benefits to automation will come from resurrecting architecture best practices: state management, encapsulation, abstraction !!!!

and combining them with ML's best practices: measure/evaluate, use calibration/uncertainty

(adding screenshot b/c I don't know how to quote 2 posts 🤦)