Explore practical strategies for building and scaling AI agents in production environments through this 16-minute conference talk. Learn how to transition from local Model Control Protocol (MCP) implementations to robust cloud-scale architectures that engineering teams use to develop sophisticated agent systems. Discover real-world use cases through live demonstrations and gain insights into the future of agentic services. The presentation covers architectural patterns, scaling considerations, and best practices for deploying AI agents at enterprise scale, providing both technical depth and strategic guidance for teams looking to implement production-ready agent systems in cloud environments.