A DX Annual panel of engineering leaders debates whether AI means fewer engineers, accelerates tech debt, and shifts the bottleneck to code review, concluding AI reshapes the task mix without eliminating engineers. The real stakes are in how leaders design roles, measure impact, and protect time to learn – culture and management problems more than tooling ones.
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