AMD surpassed its internal productivity target by achieving a 30% boost in software development through AI. The company expanded its use of LLMs beyond code generation to include triaging, debugging, and testing. This shift moves the workflow from simple copilots toward autonomous agent swarms. Developers now see faster cycles and higher code quality.