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Multi-agent systems look great in demos, but reality bites. Agents often trigger infinite tool-call loops that wreck your latency. Stop chasing hype and build strict guardrails. If you cannot monitor every handshake, you are just debugging a mess at 3 AM.

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Multi-agent demos look clean, but production is messy. I’ve watched teams get blindsided by infinite tool-call loops that drain budgets and spike latency. We’re moving past the hype; here are the concrete patterns to handle state and failures safely.

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Everyone’s demoing agents, but shipping them is a different beast. I’m breaking down the mess of multi-agent orchestration, specifically how to stop recursive tool-call loops from blowing up your budget. No hype, just architectural guardrails.