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  "path": "/t/what-are-the-biggest-challenges-in-multi-agent-system-development/175760#post_3",
  "publishedAt": "2026-05-07T00:47:23.000Z",
  "site": "https://discuss.huggingface.co",
  "textContent": "I’ve been doing it for a long time. I’ve had zero issues. Have you been having problems or are you attempting to anticipate problems and create solutions for them?\n\nI implemented what I’ve called a Cortex module. It essentially makes all the decisions and decides what bot does what. Meaning the model I talk to tells the other models what to do via tool calls. They all share 1 source of truth in memory.",
  "title": "What are the biggest challenges in multi-agent system development?"
}