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WorkSwarm：引领办公智能体新范式，让AI从一个助手，进化为一支与你并肩作战的团队
七个Agent协同作战，从写歌到共著《岳阳楼记》，20分钟交付200页PPT，办公智能体新范式值得一读。
背后是四项关键能力
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Show HN: Find where multi-agent AI systems break before production
多智能体系统可靠性堪忧？用这个开源工具在投产前揪出协作漏洞
Article URL: https://github.com/surajkumar811/swarm-test Comments URL: https://news.ycombinator.com/item?id=48668678 Points: 1 # Comments: 0
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Show HN: Lessons learned from running Claude Code swarms at scale
从大规模编码代理集群实战中提炼经验，Python协调器+MCP管理全生命周期。
Some time ago I built a simple app to run swarms of coding agents — I call it fleet ( https://news.ycombinator.com/item?id=48256389 ). It's based on c…
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Anytime-Valid Federated Conformal RAG for LLM Swarms
为弱语言模型群组设计的一种任意时刻有效的联邦共形RAG框架，保障每个停止时间下的统计覆盖，突破传统固定时限限制。
arXiv:2605.29139v1 Announce Type: cross Abstract: Federated Conformal RAG (FC-RAG) provides distribution-free coverage for a bandwidth-limited swarm o…