21CTO

Jul 6, 2026 · Industry Insights

Who Will Train the Next Generation of Programmers in the AI Era?

The article analyzes how AI tools let senior engineers bypass hiring junior developers, turning short‑term efficiency gains into a long‑term talent debt that threatens the pipeline of future senior engineers, and argues for redesigning apprenticeship and mentorship practices.