AMD surpassed its productivity targets by achieving a 30 percent boost in software development through AI. The company expanded LLM usage beyond code generation into triaging, debugging, and testing. This acceleration exceeds previous two-year projections. Practitioners should expect a shift from simple copilots toward autonomous agent swarms managing the entire development lifecycle.