AI Is Reshaping Developer Career Paths; GitHub Offers Three Strategies to Break Through

GitHub published an article stating that AI is changing the promotion criteria for developers: writing code remains a basic skill, but the abilities to define problems, evaluate AI outputs, and weigh technical trade-offs are increasingly critical. The article gives three pieces of advice: learn to direct AI agents rather than just use them; do not trust the AI's first answer, you can use a second model for cross-review, and the Rubber Duck agent built into GitHub Copilot adopts this mechanism; use the saved time to understand customer needs, review architectural trade-offs, and other bigger issues.