How Many Agents Are Too Many? The Hidden Cost of Multi-Agent Systems
Multi-agent systems promise scalability and smarter reasoning—but in production, more agents often mean more cost, latency, and failure. This talk shares real-world engineering lessons, metrics, and architectural trade-offs to help you decide when multi-agent designs add value—and when a simpler approach performs better.
Anannya Roy Chowdhury
Anannya Roy is an AI Engineer and Architect specializing in agentic systems, production-grade GenAI, and Responsible AI design. As a GenAI Developer Advocate at AWS, she works at the intersection of multi-agent architectures, observability, and real-world AI deployment—helping developers move from demos to scalable, trustworthy systems.