Multi-agent demos are easy; production is brutal. I’m pulling back the curtain on the real mess behind the scenes—specifically those recursive tool-call loops that kill your latency budgets
Stop romanticizing multi-agent systems. In production, they aren't elegant autonomous brains—they are distributed failure points. I have seen enough infinite tool-call loops to know that deep observability is the only thing keeping them from burning cash.
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Everyone is shipping multi-agent architectures, but production is a different beast than the demo
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Chaining agents sounds great until you hit infinite tool-call loops in production. I’m breaking down the architectural patterns needed to keep multi-agent systems stable, predictable, and ready to handle real-world traffic without spiraling.
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