The ladder is descending toward you

Working with AI used to be drawn as a climb — five stages, from chatting to running a workforce of agents. The market corrected the drawing: knowledge workers didn't become agent engineers. The vendors did. Every stage of the climb is being packaged and handed down as a feature.

Fluency didn't disappear. It moved — out of the person, into the product. That is why it is no longer an axis of the framework. What the framework keeps is one dial, never scored: how much of your work runs without you. The further right it sits, the more rides on every moment of Direction — because a missed move doesn't fail once, it gets automated.