Why Today’s Junior Engineers May Never Grow Up

AI coding tools are transforming engineering workflows, but they risk eroding the hands-on experience that turns juniors into seniors. The article explores whether today’s developers can still gain critical problem-solving skills, or if the role of “senior engineer” will evolve into a new position: the Agent Director—a professional who directs and validates AI agents rather than writing every line of code. The challenge: balancing efficiency with intentional learning to ensure the future of engineering leadership.