The power of Smithers is gonna really be unlocked when people start combining it with jjhub JJHub is like if we took github actions, replaced yaml with typescript, and made the workflows super fast to run locally and in the cloud. In this world you want your workflows to be composable reusable and easy to improve over time. You start with a simple set of high impact workflows - ReproduceBug - CIChecks - VerifyDeploymentSuccess - ReviewPr You run these checks developing with clankers both locally and in cloud Engineers invest time into improving the workflows over time. They factor out reusable pieces to build more sophisticated workflows. Just one step at a time. Slow careful evolution 12 months later that engineering team will have a secure, robust AI automated set of workflows improving the velocity and quality of the codebase unlike any engineering teams before