Multi-agent setups look clean in a sandbox but break in production. I have debugged enough infinite tool-call loops to know that orchestration is the real bottleneck. Skip the hype, build actual observability, and stop agents from crashing your app.
Everyone wants to build a fleet of autonomous agents, but scaling them feels like debugging a distributed system on hard mode. We keep hitting infinite tool-call loops where models get stuck in a recursive cycle trying to fix their own bad output
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Running multi-agent systems in production isn't just orchestration—it’s observability. When your agents get stuck in infinite tool-call loops under load, your latency will tank. Stop trusting the hype and start building real failure boundaries.
Everyone wants to build autonomous agent swarms, but reality hits hard once you move beyond the demo. Production environments do not care about your shiny orchestration framework. They care about latency and error rates