How AI Copilots Changed Developer Hiring

In this episode of The Programming Languages Podcast, Lucas and Luna examine how the widespread adoption of AI coding assistants has fundamentally altered software engineering hiring. They analyze data from major tech firms showing a shift from evaluating raw syntax knowledge to assessing system architecture and problem decomposition skills. The discussion explores specific metrics on code review velocity, bug reduction rates, and the evolving role of junior developers in an AI-augmented workflow. Listeners will learn concrete strategies for adapting technical interviews and why the definition of a productive engineer is changing in the second half of 2026.

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