The Orchestration Gap: Why Multi-Agent Systems Crumble in Production

Multi-agent systems promise to scale AI capabilities, but the gap between impressive demos and reliable production deployments remains one of the industry's biggest challenges. AgentForge addresses the core architectural failures—poor orchestration, missing observability, and inadequate error handling—that cause real-world systems to fail when deployed at scale. This reflects the broader industry shift toward production-grade agent infrastructure as enterprises demand more than toy examples.