הנדסת פריסה קדמית ב-Cognition

תקציר מקורי באנגליתMost of the coding agent market quietly optimizes for token usage; Cognition's deployed engineering team measures the opposite, the outcomes a customer can actually see, and reports something like an 82% reduction on the work they targeted. Jia Wu's argument is that you measure before Devin ever lands, then again once it is fully activated inside the customer, so the value is a real delta and not a vanity number. The way that value shows up is not linear: one team using the agent is a step function, a whole enterprise using it is parabolic, because the products Cognition builds and the customer's backlog start to overlap. That changes what a deployed engineer is. As the pure engineering part trends toward zero, the job leans on business and people skills: understand the customer's real pro