Multi-agent orchestration looks clean in a notebook but falters in production. I’ve stress-tested the major frameworks to see why they crash and how they leak state. Skip the hype cycles
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Everyone is selling autonomous agents, but reality is messy. You build a clever loop, it passes unit tests, and then it gets trapped in an infinite tool-call cycle that drains your budget and freezes your service
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Multi-agent systems look slick in demos but become production liabilities fast. I have watched recursive tool-call loops incinerate credits while teams scramble to kill the process
Multi-agent systems look great in prototypes, but production is a different beast. Once you move past demos, you hit wall after wall
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.