AMD surpassed its internal productivity targets by achieving a 30 percent boost in software development efficiency. The company moved beyond simple code generation to automate triaging, debugging, and testing. This acceleration stems from integrating LLMs across the entire software development lifecycle. Engineers now deploy agentic workflows to handle complex engineering tasks instead of basic copilot assistance.