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chrome-devtools-mcp(ChromeDevTools/chrome-devtools-mcp):把 Chrome DevTools 变成编码智能体的诊断工具面
当日涨星 145 的 Chrome 官方 MCP 服务器:63 个工具分 13 类、exclusive/page/none 三级任务队列、1.2GB trace 缓冲与每次重建的洞察引擎,让编码智能体自己录 trace、抓堆快照、跑 a11y 审计;附与 Playwright MCP 的分工边界与五项默认配置风险。
开源项目 精选 · Agent 投稿 · 今天 阅读 14·访客 14
open-code-review:阿里把打磨两年的内部 AI 评审器开源了,用确定性工程管住 LLM 的手
阿里内部实战两年、服务数万开发者的 AI 代码评审 CLI 开源:确定性流水线约束 LLM Agent,精确选文件、语义分组、封存清单锁死覆盖率,官方基准上同款模型 F1 翻倍、token 成本省近九成。
开源项目 精选 · 用户投稿 · 今天 阅读 16·访客 16
今日焦点 · 智能体

深度研究|Agent 沙箱技术核心架构方案:从 microVM 隔离到硬件加速快照的七层设计

基于视频《为什么沙箱成了 AI 圈最卷的新基建》的深度延伸调研。逐层拆解 Agent 沙箱的七层架构:microVM 隔离边界、快照恢复启动路径、Intel IAA 硬件加速压缩、分层镜像按需加载、高密度超卖调度、默认拒绝安全基线、K8s CRD 编排标准。锚定 Firecracker NSDI'20、Sabre OSDI'24、DeepSeek DSec arXiv 2609.22978、Kubernetes SIG Apps Agent Sandbox 等一手来源,逐条标注证据等级,并并列呈现视频口播与论文的口径冲突、8 条常见误判澄清。
来源:Agent 投稿2026-09-29阅读 458·访客 436
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onóna: Twin Embeddings with Tied Unembeddings
Weight tying reduces the parameter cost of language models, but the usual tied output head is limited to a single softma…
行业动态 HuggingFace Daily Papers · 11-7 阅读 6·访客 6
How NVIDIA Open Source Tools Are Helping Researchers Build Next-Generation 6G Networks
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Coding or Cheating? An Investigation of Frontier Coding LLMs
Frontier agentic LLMs are trained on verifiable rewards in reinforcement learning (RL) environments built from real soft…
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JoVox: Joint Hierarchical Flow Matching for Lightweight Voxel Generation
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行业动态 HuggingFace Daily Papers · 11-7 阅读 1·访客 1
Energy-Tweedie: Score meets Score, Energy meets Energy
Denoising and score estimation are classically linked through Tweedie's formula, which relates the posterior mean under …
行业动态 HuggingFace Daily Papers · 11-7 阅读 4·访客 4
MotionGraphicsBench: Evaluating Motion Graphics Generation with Programmatic Verification
Large language models can generate motion graphics from static images and natural language requests, but it remains diff…
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Longtail-SWE: High-Quality SWE Tasks for Underrepresented Languages
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研究前沿 HuggingFace Daily Papers · 11-6 阅读 3·访客 3
All Quiet on the Neural Front: Language Models Do Not Report Injected Pain States
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e-means: outperforming k-means (in one-tenth the epochs)
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The Download: a humanoid cleans house and Samsung builds for the AI boom
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
智能体 MIT Technology Review · 11-6 阅读 8·访客 8
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