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Multi-agent demos ignore the chaos of production. I have seen agent cascades hit infinite tool-call loops while the system stalls under load. Stop chasing pure automation and start building hard boundaries, observability, and sane rollback patterns.

Everyone wants to build autonomous agent swarms, but reality hits hard once you move beyond the demo. Production environments do not care about your shiny orchestration framework. They care about latency and error rates

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Multi-agent systems look great in demos but rarely survive first contact with production. Agents often trigger infinite tool-call loops that drain your budget and tank performance. Forget the hype. Let us look at why these pipelines actually fail.

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**Short Description (254 characters):** Multi-agent setups look great in a sandbox, but production is a different beast