Most multi-agent demos ignore production reality. I analyzed why these systems break and how top teams manage state, observability, and latency. Forget the hype—here is the technical breakdown of what happens when agentic workflows face real-world data.
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Multi-agent setups look slick in demos but usually collapse in production. You are not building magic, you are building brittle distributed systems. Watch out for infinite tool-call loops that eat your latency. Stop the hype and start debugging.
Multi-agent systems look great in demos but rarely survive production. I have spent too many nights debugging infinite tool-call loops that drain token budgets. Stop chasing hype. Reliability requires boring observability and defensive circuit breakers