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  "path": "/t/what-are-the-biggest-challenges-in-multi-agent-system-development/175760#post_2",
  "publishedAt": "2026-05-05T18:06:54.000Z",
  "site": "https://discuss.huggingface.co",
  "textContent": "When building systems where multiple AI agents collaborate, I highlight three critical bottlenecks:**Context Collisions and “Hallucinatory Resonance”** : A situation where one agent generates a false premise, and the second agent builds upon it, amplifying the error exponentially.**Orchestration and State Management** : The difficulty of maintaining a coherent “shared memory” without over-inflating the context window or wasting tokens.\n\n**Infinite Loop Logic** : The risk of agents entering a recursive cycle of clarifying questions instead of moving toward task execution.",
  "title": "What are the biggest challenges in multi-agent system development?"
}