**Short Description** Multi-agent hype hides the operational nightmare of scaling. I explore why tool-call loops happen, how they destroy your latency, and why you need robust observability to keep your systems from falling over during production spikes
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
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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
**Meta-Description (242 characters)** Multi-agent AI is great in a notebook, but production is a different beast
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