A 30 percent productivity boost marks the current impact of AI on software development at AMD. The company surpassed its initial 25 percent target by integrating LLMs into triaging, debugging, and testing. This shift moves beyond simple code generation toward agentic workflows. Engineers now automate larger portions of the software development lifecycle.