The engineering bottleneck has changed. Is your org prepared?

The article argues that as AI agents take on more mechanical coding work, the highest-value engineering work shifts to defining problems, setting constraints, and exercising judgement; leaders should adapt hiring, training, metrics, and review practices to invest reclaimed time into stronger specifications, review processes, and decision documentation so teams can capture and scale the new skills required to validate agent output.