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Everyone loves the demo where three AI agents collaborate to solve a problem. But in production, the cracks show fast. I have seen enough architectures collapse when the orchestration layer fails to handle basic state consistency
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Everyone loves multi-agent hype, but nobody likes the pager duty. When your agents hit infinite tool-call loops, you are the one debugging. Stop building toy demos and focus on state tracking. If you cannot observe them, they will stall.
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Multi-agent systems fail in production when autonomy turns into infinite tool-call loops. Don’t trust the demo. Build deterministic guardrails and circuit breakers instead. Treat your agent swarm like a complex distributed system, not magic.