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Multi-agent systems look great in demos, but production is a different beast. If you've watched your latency budget vanish into an infinite tool-call loop, you know the pain

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Multi-agent demos ignore the production graveyard. Agents look smart in notebooks but collapse under load. I see systems fail constantly from infinite tool-call loops that drain tokens and kill latency. Stop building prototypes

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Agents look cool, but prod is hard. I spent months debugging tool-call loops that fail when hitting real data. If you build multi-agent systems, the flow gets messy. I am sharing patterns we use to keep latency budgets tight and prevent infinite loops