A 30% overall productivity boost marks the current impact of AI on AMD's software development lifecycle. The company surpassed its initial 25% target by using LLMs for triaging, debugging, and testing. This shift moves beyond simple code generation. Developers now integrate AI across the entire engineering pipeline to accelerate delivery.