Agentic demos break in production. We tracked teams moving workflows to scale. We skip the hype to cover the essentials: debugging feedback loops, state management, and preventing cascading failures
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Multi-agent systems look great in a demo but turn into a nightmare once you hit production. When agents chase their tails in endless tool-call loops, your observability stack becomes useless. Stop buying the hype about autonomous orchestration
Multi-agent systems dazzle in demos but collapse in production. I tested top orchestration platforms against real-world failure modes
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Multi-agent systems look great until they hit production. Chained agents often trigger recursive tool-call loops that kill your budget and stall requests. Forget the hype. Focus on observability and fallbacks