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Everyone wants autonomous agents until recursive tool-call loops torch your budget at 3 AM. Multi-agent systems aren't magic—they are fragile, non-deterministic distributed state machines
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Multi-agent systems look great in demos, but they are an operational nightmare. I have seen agents get stuck in recursive tool-call loops that burn tokens and crash downstream services. Forget the autonomy hype
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