Engineering Judgment
Leading Through Hard Conversations
Chapter 7: Engineering Judgment
"The engineering leader who cannot articulate what 'senior' means in the age of intelligent systems will watch their best people leave for leaders who can."
You are sitting in a calibration meeting. The engineering manager is making the case for a promotion. The evidence: tickets closed, story points completed, deployment frequency. The engineer ships features quickly. They are reliable. They never miss a sprint.
And you are wondering: in a world where AI can scaffold a working service in two hours, what exactly are we rewarding?
This chapter presents a complete framework for evaluating, developing, and retaining engineering talent when AI is the substrate of work. It includes the five-rung engineering ladder, the talent decision protocol, and the practical steps to build a pipeline of judgment rather than a pipeline of output.