Multi-agent systems look elegant in demos, but they often collapse into brittle loops in production. I’ve been stress-testing the latest orchestration stacks to identify real-world failure modes
Managing multi-agent systems isn't about demos; it’s about failure modes. I’ve stress-tested current orchestration stacks to see how they handle production pressure. This analysis compares how LangGraph and CrewAI manage state sync and error recovery.
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Everyone is shipping agent swarms, but production is a nightmare. Past the demo, orchestration overhead destroys latency. The biggest trap is tool-call loops that drain your budget before a user gets an answer. Stop the hype and build observability.
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