Multi-agent systems look great in demos but rarely survive first contact with production. Agents often trigger infinite tool-call loops that drain your budget and tank performance. Forget the hype. Let us look at why these pipelines actually fail.
Everyone is building multi-agent systems, but few acknowledge the operational nightmare of keeping them stable. When agents hit a recursive tool-call loop, they do not just stop; they drain your budget and hang your entire orchestration layer
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Everyone loves multi-agent demos, but production is a different beast. You will quickly hit recursive tool-call loops that burn tokens and hang your state machine. These agents are not magical artifacts
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**Description:** Demos don't show the infinite recursion that crashes multi-agent systems. I’m sharing the hard-learned lessons on stopping tool-call loops and keeping latency budgets stable when agents start talking to each other at scale
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Multi-agent systems shine in demos, but production is a different beast. You’ll eventually face the "infinite tool-call loop" trap that drains your budget and freezes services
Multi-agent systems look great in demos but break in production. I’m deep-diving into the messy reality of orchestration, specifically how to stop infinite tool-call loops from eating your budget
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