Multi-agent demos ignore production reality. I analyzed three orchestration stacks running at scale. We bypass the hype to examine actual failure modes—cascading loops, state drift, and observability gaps
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Multi-agent AI feels like magic until you hit production. Skip the hype. Agents often spiral into recursive tool-call loops, burning latency budgets while ignoring constraints. It is just brittle distributed systems engineering, not brilliance