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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Everyone wants to talk about multi-agent systems like they are magic, but they are a nightmare to debug. When you chain agents together, your observability drops off a cliff
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Everyone wants multi-agent architectures until production reality hits. Agents spinning into infinite tool-call loops kill your latency and budget instantly. Stop treating orchestration like magic
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