Autonomous agents look great in notebooks, but they frequently fall apart under real-world load. I have spent way too many nights chasing infinite tool-call loops to trust these systems without strict circuit breakers
Multi-agent systems are just distributed deadlocks waiting to happen. Stop chasing hype and catch those recursive tool-call loops before your pager explodes. Real value comes from monitoring handoffs, not adding bloat. Build for stability, not magic.
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Everyone is building multi-agent systems, but few discuss the operational nightmare of taking them to production. The reality is messier than any demo notebook
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Moving multi-agent systems from prototype to production is more than just stacking prompts. I’ve seen teams get crushed by latency budgets when orchestrating multiple calls
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