Learn how to implement multiple agents for building scalable generative AI applications in this conference talk from AWS Summit Tel Aviv 2025. Discover architectural patterns and best practices for designing multi-agent systems that can handle complex AI workloads at scale. Explore how to coordinate multiple AI agents to work together effectively, manage inter-agent communication, and optimize performance for enterprise-level generative AI solutions. Gain insights into AWS services and tools that support multi-agent architectures, including strategies for load balancing, fault tolerance, and resource management across distributed AI systems. Understand real-world use cases where multi-agent approaches provide advantages over single-agent implementations, and learn practical techniques for monitoring and maintaining scalable generative AI applications in production environments.