Multi-agent systems perform well in demos, but they rarely survive production. We analyzed orchestration stacks across three teams to map where agents fail and how to build safeguards
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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 a demo but break in production. You start with autonomy and end up debugging infinite tool-call loops while the system chokes under load. Stop chasing hype and start planning for the chaos that breaks your latency.
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