Building AI systems at scale typically demands complex, costly integration of hardware, software, and governance. AWS just spotlighted a shift toward agentic infrastructure at its 2025 re:Invent keynote, unifying chips, models, governance layers, and developer tools in one system. This is not just cloud hype—it represents a foundational