When the cost of code approaches zero, what does engineering leadership look like?

As AI tools make code generation nearly instantaneous, the fundamental role of engineering leadership is undergoing a radical transformation. Eric Anderson, Director of Engineering at Intuit, argues that the cost of writing a line of code has effectively dropped to near zero, shifting the bottleneck from coding speed to human judgment, ideation, and process design. What once defined a 'rockstar' programmer—coding fluency—is now secondary to empathy, systems thinking, and the ability to guide AI agents toward customer value. The real challenge isn't writing code anymore, but defining the right problems to solve, experimenting rapidly at scale, and fostering cross-functional collaboration where PMs write PRs, designers prototype in code, and engineers think like product leaders. Anderson warns that without intentional mentorship, junior engineers risk becoming passive 'prompters' who abdicate ownership of their work. The future belongs not to those who write the most code, but to those who can orchestrate AI agents, reframe constraints, and build systems that evolve through continuous feedback—where the human is no longer the coder, but the architect of intelligent workflows.