Projects often fail when AI agents degrade in real-world scenarios. The core problem isn't the model itself, but its runtime operation. This post explores how a platform-first approach operationalizes governance by embedding observability and policies directly at the runtime, ensuring that your AI deployments are reliable, auditable, and adaptable under scrutiny.