Why Most Multi-Agent Systems Fail in Production (And How to Fix It)

Short summary

Multi-agent systems frequently fail in production due to poor orchestration: agents lose context during handoffs, lack retry mechanisms, and have no visibility into failures. AgentForge addresses these gaps with structured JSON inter-agent protocols, automatic retry with circuit breakers, and comprehensive execution traces. The open-source platform includes a working example: a 5-agent investment analysis pipeline that gracefully degrades when agents timeout.

• •Multi-agent systems fail in production due to orchestration issues—lost context, no retry, no visibility
• •AgentForge provides structured handoffs, automatic retry with circuit breakers, and real-time execution traces
• •Open-source with quickstart code and 5-agent investment pipeline example on GitHub

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