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Show HN: Numbat – Agent Runtime Detection and Response
面向AI代理的运行时检测与响应工具，提供会话时间线和便携式案例包，提升安全可见性。
Article URL: https://github.com/perplexityai/numbat Comments URL: https://news.ycombinator.com/item?id=49105621 Points: 2 # Comments: 0
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Agent runtime reduces LLM turns by 80% with a higher success rate in DeepSWE
AI Agent新方案Tura，将大模型调用次数锐减83%，成功率反升16.7个百分点，极限压缩token预算。
Article URL: https://github.com/Tura-AI/tura Comments URL: https://news.ycombinator.com/item?id=48922039 Points: 2 # Comments: 1
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Agent runtime security: Foundry, GitHub, Mastra updates
Azure Agent运行时安全更新：Foundry、GitHub与Mastra工具新特性，带你了解Procedural memory和Toolboxes公开预览与Teams GA计划。
This week drew a sharp line between building agents and running them safely in production. Two significant supply chain and trust-boundary failures la…