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Scaling multi-agent systems is hard. I’ve seen agents trigger infinite tool-call loops that tank latency. If you're moving to production, you need failure patterns. I’m sharing how we keep agents stable in the wild
Multi-agent setups look elegant in a notebook, but production reality is brutal. The dream of autonomous orchestration often devolves into infinite tool-call loops that hemorrhage tokens and stall your backend
Building multi-agent systems is easy; keeping them stable at scale is the real work. I analyzed how teams manage complex loops and the failures that break their pipelines
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