Agent frameworks promise autonomy, but production reality is messier. I evaluated the latest orchestration stacks against real-world constraints. This deep dive compares architectures and exposes the failure modes that break production systems
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Multi-agent systems look great in demos until they stall under production load. I have spent enough late nights debugging infinite tool-call loops to skip the hype
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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