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Multi-agent setups are just distributed systems with high entropy. When agents hit infinite tool-call loops, you will regret the complexity. Scaling isn't about better models. It is about observability and rigid control
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Multi-agent systems look great in demos until they hit production. I have watched enough deployments collapse to know that agent orchestration is an observability nightmare
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.
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Multi-agent demos look great, but production is a different beast. When you hit infinite tool-call loops, you aren't just wasting credits—you're tanking your latency budgets. I’m breaking down the messy architecture needed to keep these systems stable