{ "schema_version": "1.0", "site": { "name": "GitHub 趋势雷达", "url": "https://Ibook000.github.io/GithubTrending" }, "date": "2026-10-06", "generated_at": "2026-10-06T16:26:28.377604+08:00", "source": "https://github.com/trending", "periods": { "daily": [ { "title": "tester-army/e2e", "url": "https://github.com/tester-army/e2e", "description": "Next generation e2e testing framework for web and mobile apps.", "language": "TypeScript", "stars": "5,286", "forks": "225", "author": "tester-army", "summary": "该项目是一个用于 Web 和移动应用的下一代端到端测试框架。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "thedotmack/claude-mem", "url": "https://github.com/thedotmack/claude-mem", "description": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More", "language": "TypeScript", "stars": "96,778", "forks": "8,536", "author": "thedotmack", "summary": "User Safety: safe", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "earthtojake/text-to-cad", "url": "https://github.com/earthtojake/text-to-cad", "description": "Give your agent CAD superpowers.", "language": "Python", "stars": "17,607", "forks": "1,779", "author": "earthtojake", "summary": "该项目旨在通过文本生成 CAD 模型，为 AI 智能体提供直接生成三维几何设计的能力。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "pingdotgg/t3code", "url": "https://github.com/pingdotgg/t3code", "description": "无描述", "language": "TypeScript", "stars": "25,730", "forks": "6,623", "author": "pingdotgg", "summary": "该项目涉及代码相关的工具与实现。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly" ] }, { "title": "boykopovar/AnyPS5", "url": "https://github.com/boykopovar/AnyPS5", "description": "Tool for automatic PS5 executables porting to Linux and Windows", "language": "C++", "stars": "5,201", "forks": "382", "author": "boykopovar", "summary": "这是一个用于将 PS5 可执行文件自动移植到 Linux 和 Windows 系统的工具，主要解决了跨平台移植中的兼容性问题。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "Panniantong/Agent-Reach", "url": "https://github.com/Panniantong/Agent-Reach", "description": "Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.", "language": "Python", "stars": "92,189", "forks": "8,088", "author": "Panniantong", "summary": "该项目通过一个命令行工具，使 AI 代理能够直接爬取并搜索 Twitter、Reddit、YouTube、GitHub、Bilibili、小红书等平台的公开内容，无需使用付费 API。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly" ] }, { "title": "calesthio/OpenMontage", "url": "https://github.com/calesthio/OpenMontage", "description": "World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.", "language": "Python", "stars": "64,317", "forks": "8,150", "author": "calesthio", "summary": "该项目是开源的代理式视频制作系统，提供12条制作管线、100多种工具及700多个代理技能与生产知识文件，旨在将AI编程助手扩展为视频制作工作流工具。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "caddyserver/caddy", "url": "https://github.com/caddyserver/caddy", "description": "Fast and extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS", "language": "Go", "stars": "77,305", "forks": "5,082", "author": "caddyserver", "summary": "Caddy 是一个高性能、可扩展且跨平台的 HTTP/1-2-3 级别 Web 服务器，其核心亮点在于能够自动为网站配置 HTTPS 证书。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "DuarteSantos8/openGym", "url": "https://github.com/DuarteSantos8/openGym", "description": "Self-hosted gym & body-weight tracker — plan routines, log workouts (supersets, warm-ups, cardio), see which muscles are trained, fatigued or detrained, import from FitNotes/Strong/Hevy, passkey login. Your data, your server.", "language": "JavaScript", "stars": "4,643", "forks": "690", "author": "DuarteSantos8", "summary": "一个自部署的健身训练记录与规划工具，支持记录训练、查看肌肉训练疲劳状态，并可从 FitNotes/Strong/Hevy 导入数据，使用 passkey 登录，强调用户自主掌握数据所有权。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] }, { "title": "cloudflare/cloudflare-os", "url": "https://github.com/cloudflare/cloudflare-os", "description": "Agent workspace built on Cloudflare Workers for creating documents, building apps, and running agents with your company’s context and systems.", "language": "TypeScript", "stars": "11,122", "forks": "1,316", "author": "cloudflare", "summary": "该项目基于 Cloudflare Workers 提供一个代理工作空间，支持使用公司上下文和系统创建文档、构建应用和运行代理。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily" ] } ], "weekly": [ { "title": "pbakaus/impeccable", "url": "https://github.com/pbakaus/impeccable", "description": "The design language that makes your AI harness better at design.", "language": "JavaScript", "stars": "77,233", "forks": "4,601", "author": "pbakaus", "summary": "该项目提供一套设计语言，旨在提升 AI 模型在生成或辅助设计时遵循设计原则的能力。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "paperclipai/paperclip", "url": "https://github.com/paperclipai/paperclip", "description": "The open-source app everyone uses to manage agents at work", "language": "TypeScript", "stars": "97,810", "forks": "16,525", "author": "paperclipai", "summary": "Paperclip 是一个开源工具，用于在工作场景中管理和协调AI代理，用户广泛依赖其简化自动化工作流程。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "vectorize-io/hindsight", "url": "https://github.com/vectorize-io/hindsight", "description": "Hindsight: Agent Memory That Learns", "language": "Python", "stars": "46,085", "forks": "5,939", "author": "vectorize-io", "summary": "Hindsight 是一个用于构建具备记忆能力的人工智能代理的框架，允许代理通过存储、检索和反馈机制，系统性地学习和优化过去的决策与交互体验。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "heygen-com/hyperframes", "url": "https://github.com/heygen-com/hyperframes", "description": "Write HTML. Render video. Built for agents.", "language": "TypeScript", "stars": "57,493", "forks": "5,144", "author": "heygen-com", "summary": "hyperframes 能自动生成HTML并渲染视频，专为代理工作流设计，实现多媒体内容的高效创建与交互。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "debpalash/VoiceStudio", "url": "https://github.com/debpalash/VoiceStudio", "description": "VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.", "language": "Python", "stars": "53,958", "forks": "6,035", "author": "debpalash", "summary": "VoiceStudio 是一款开源且完全本地的语音工具，支持声音克隆、设计、视频配音、听写、转录和有声书制作，兼容 646 种语言，可作为 ElevenLabs 的替代方案。", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "Panniantong/Agent-Reach", "url": "https://github.com/Panniantong/Agent-Reach", "description": "Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.", "language": "Python", "stars": "92,189", "forks": "8,088", "author": "Panniantong", "summary": "该项目提供一个命令行工具，使 AI 能够免费读取和搜索 Twitter、Reddit、YouTube、GitHub、Bilibili、小红书等平台的内容，从而让智能体拥有“看到整个互联网”的能力。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly" ] }, { "title": "Effect-TS/effect", "url": "https://github.com/Effect-TS/effect", "description": "Build production-ready applications in TypeScript", "language": "TypeScript", "stars": "17,063", "forks": "830", "author": "Effect-TS", "summary": "Effect-TS/effect 是一个 TypeScript 函数式库，通过统一的效应模型实现副作用控制、错误处理和并发操作，从而支持构建可靠的生产级应用。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "DietrichGebert/ponytail", "url": "https://github.com/DietrichGebert/ponytail", "description": "Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.", "language": "JavaScript", "stars": "156,246", "forks": "8,396", "author": "DietrichGebert", "summary": "该项目通过引导AI代理采用极简且复用的代码风格，使其像最懒惰的资深开发者一样，优先使用现有解决方案而非重复编写，从而提升代码质量与可维护性。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "Gaurav-Gosain/tuios", "url": "https://github.com/Gaurav-Gosain/tuios", "description": "A terminal window manager that knows what your agents are doing. Tiling panes, workspaces, sessions that survive restarts, and one Inbox for every coding agent.", "language": "Go", "stars": "4,899", "forks": "217", "author": "Gaurav-Gosain", "summary": "我先看一下这个项目，确认一下具体信息。\n\n\n\nhttps://github.com/Gaurav-Gosain/tuios\n\n", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly" ] }, { "title": "pingdotgg/t3code", "url": "https://github.com/pingdotgg/t3code", "description": "无描述", "language": "TypeScript", "stars": "25,730", "forks": "6,623", "author": "pingdotgg", "summary": "该项目是一个基于 T3 Stack 的开源全栈脚手架，整合 Next.js、tRPC、Prisma 与 Tailwind CSS，为开发者提供端到端类型安全的参考实现。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "daily", "weekly" ] } ], "monthly": [ { "title": "bilawalsidhu/gods-eye-view", "url": "https://github.com/bilawalsidhu/gods-eye-view", "description": "A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.", "language": "JavaScript", "stars": "48,092", "forks": "9,790", "author": "bilawalsidhu", "summary": "这是一个在浏览器中运行的间谍卫星模拟器，但使用真实的数据，提供基于 Photorealistic 3D 地球仪的实时开源空间情报可视化功能。", "rank": 1, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "alibaba/open-code-review", "url": "https://github.com/alibaba/open-code-review", "description": "Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.", "language": "Go", "stars": "43,924", "forks": "3,168", "author": "alibaba", "summary": "这是一个由阿里巴巴开发的结合确定性代码检查流水线与大语言模型代理的混合架构代码评审工具，支持精确的逐行评论和多语言规则检查，适用于生产环境的大规模代码质量保障。", "rank": 2, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "affaan-m/ECC", "url": "https://github.com/affaan-m/ECC", "description": "The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.", "language": "JavaScript", "stars": "273,834", "forks": "40,855", "author": "affaan-m", "summary": "affaan-m/ECC 是一个优化代理运行者性能的系统，集成了技能、直觉、记忆、安全与研究驱动的开发能力。", "rank": 3, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "ayghri/i-have-adhd", "url": "https://github.com/ayghri/i-have-adhd", "description": "A skill to stop your coding agent from burying the answer. ADHD-friendly output.", "language": "Python", "stars": "54,029", "forks": "3,105", "author": "ayghri", "summary": "该项目提供了一项编程智能体技能，用于防止关键答案被冗长的输出淹没，并生成对 ADHD 用户更友好清晰的回答。", "rank": 4, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "anthropics/financial-services", "url": "https://github.com/anthropics/financial-services", "description": "无描述", "language": "Python", "stars": "38,817", "forks": "5,562", "author": "anthropics", "summary": "User Safety: safe", "rank": 5, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "paperclipai/paperclip", "url": "https://github.com/paperclipai/paperclip", "description": "The open-source app everyone uses to manage agents at work", "language": "TypeScript", "stars": "97,810", "forks": "16,525", "author": "paperclipai", "summary": "Paperclip是一个开源应用，用于在工作环境中协同管理AI代理。", "rank": 6, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "Tencent/WeKnora", "url": "https://github.com/Tencent/WeKnora", "description": "Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.", "language": "Go", "stars": "32,230", "forks": "4,292", "author": "Tencent", "summary": "Tencent/WeKnora 是一个开源的 LLM 知识平台，能够将原始文档转化为可查询的 RAG 系统，并集成自主推理代理和自维护式的百科全书功能。", "rank": 7, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "vectorize-io/hindsight", "url": "https://github.com/vectorize-io/hindsight", "description": "Hindsight: Agent Memory That Learns", "language": "Python", "stars": "46,085", "forks": "5,939", "author": "vectorize-io", "summary": "该项目提供一种具备自我进化能力的智能体长期记忆系统，通过从过往交互中自动提炼、验证并更新结构化知识，解决大模型上下文窗口受限与静态知识库难以维护的问题。", "rank": 8, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] }, { "title": "mksglu/context-mode", "url": "https://github.com/mksglu/context-mode", "description": "Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.", "language": "TypeScript", "stars": "25,497", "forks": "1,830", "author": "mksglu", "summary": "Context mode 是一个用于优化 AI 编码代理上下文窗口的工具，通过沙箱过滤工具输出（减少 98%），持久化会话记忆，并借助 MCP 和钩子函数在 17 个平台间统一管理路由。", "rank": 9, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "monthly" ] }, { "title": "heygen-com/hyperframes", "url": "https://github.com/heygen-com/hyperframes", "description": "Write HTML. Render video. Built for agents.", "language": "TypeScript", "stars": "57,493", "forks": "5,144", "author": "heygen-com", "summary": "heygen-com/hyperframes 让用户编写 HTML 并直接渲染成视频，专为代理系统设计，提供直接的 HTML‑to‑video 工作流。", "rank": 10, "previous_rank": null, "movement": { "direction": "new", "amount": null, "label": "新上榜" }, "periods": [ "weekly", "monthly" ] } ] }, "news": [ { "id": "d8885d98544ba548", "title": "ReviewBench：AI代码审查开源基准测试", "original_title": "ReviewBench: An open benchmark for AI code review", "url": "https://github.blog/ai-and-ml/github-copilot/reviewbench-an-open-benchmark-for-ai-code-review", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "开源生态", "tags": [ "代码审查", "AI基准", "开源" ], "published": "Mon, 05 Oct 2026 15:59:40 +0000", "published_at": "2026-10-05T23:59:40+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "基于代表性GitHub拉取请求、多源真实数据、校准评估与生产对齐指标的代码审查代理基准测试。", "original_summary": "We’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post ReviewBench: An ope", "localized": true, "stale": false }, { "id": "fe424883c3cacf66", "title": "Falcon-Emirati: 当大语言模型学会方言、文化和细微差别", "original_title": "Falcon-Emirati: When an LLM Learns the Dialect, the Culture, and the Nuance", "url": "https://huggingface.co/blog/tiiuae/falcon-emirati", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "阿拉伯语", "文化适配", "大语言模型" ], "published": "Tue, 06 Oct 2026 06:44:39 GMT", "published_at": "2026-10-06T14:44:39+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Falcon-Emirati展示了大语言模型在阿拉伯方言、文化和细微差别上的适应能力。", "original_summary": "", "localized": true, "stale": false }, { "id": "d2b5b29b4c815525", "title": "Our approach to EU text provenance rules", "original_title": "Our approach to EU text provenance rules", "url": "https://openai.com/index/eu-text-provenance", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [ "欧盟规则", "文本水印", "检测" ], "published": "Mon, 05 Oct 2026 15:00:00 GMT", "published_at": "2026-10-05T23:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "How OpenAI is approaching text watermarking under EU rules. Learn where watermarks apply, how detection works, and why a", "original_summary": "How OpenAI is approaching text watermarking under EU rules. Learn where watermarks apply, how detection works, and why access starts with researchers.", "localized": true, "stale": false }, { "id": "62770fe3e19fe1d0", "title": "OpenAI 将在欧盟为 ChatGPT 文本添加水印", "original_title": "OpenAI will start watermarking ChatGPT’s text in the EU", "url": "https://techcrunch.com/2026/10/05/openai-will-start-watermarking-chatgpts-text-in-the-eu", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "安全", "tags": [ "AI法案", "水印", "Codex" ], "published": "Mon, 05 Oct 2026 20:36:48 +0000", "published_at": "2026-10-06T04:36:48+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "OpenAI 将为欧盟的 ChatGPT 和 Codex 文本添加水印以遵守《人工智能法案》，但编辑可能使不可见的标记更难被检测到。", "original_summary": "OpenAI will watermark ChatGPT and Codex text in the EU to comply with the AI Act. Editing can make the invisible marks harder to detect, it says.", "localized": true, "stale": false }, { "id": "bbbb6f3bc97eee9a", "title": "美国农村数据中心将获联邦税收优惠", "original_title": "Rural Data Centers Are in for a Big Federal Tax Break", "url": "https://www.wired.com/story/rural-data-centers-are-in-for-a-big-federal-tax-break", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "云原生", "tags": [ "数据中心", "税收政策", "超大规模云" ], "published": "Sun, 04 Oct 2026 10:00:00 +0000", "published_at": "2026-10-04T18:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "根据《One Big Beautiful Bill Act》，农村地区数据中心项目明年起可享受重大税收优惠，但部分超大规模云厂商似乎不愿接受这笔免费资金。", "original_summary": "Under the One Big Beautiful Bill Act, data center projects in rural areas could be eligible for major tax benefits starting next year. Some hyperscalers do not seem eager to take the free cash.", "localized": true, "stale": false }, { "id": "38a23f681b4cd66d", "title": "MCP 协议在代理间通讯中暴露信任缺口，可能导致恶意提示传播", "original_title": "MCP for agent-to-agent comms may be the riskiest protocol you've never heard of", "url": "https://arstechnica.com/security/2026/10/vulnerability-in-agents-from-google-and-others-exposes-structural-flaw-in-mcp", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "安全", "tags": [ "协议安全·Agent通信·模型上下文" ], "published": "Mon, 05 Oct 2026 22:26:35 +0000", "published_at": "2026-10-06T06:26:35+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "新发布的 MCP 协议在跨代理通信时出现信任缺口，使得恶意提示能够从一个代理转移到另一个代理，增加了系统安全风险", "original_summary": "Trust gaps in the new protocol spread malicious prompts from one agent to another.", "localized": true, "stale": false }, { "id": "2b36c34962cbb2f2", "title": "Kubelet 对 inode 监控滞后，仅在紧急时才触发告警", "original_title": "Kubelet watches inodes. Just not until it’s an emergency.", "url": "https://www.cncf.io/blog/2026/10/05/kubelet-watches-inodes-just-not-until-its-an-emergency", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "云原生", "tags": [ "Kubelet", "inode", "监控" ], "published": "Mon, 05 Oct 2026 21:27:03 +0000", "published_at": "2026-10-06T05:27:03+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "节点因 inode 耗尽触发 NodeFilesystemFilesFillingUp 告警，但磁盘使用率仅 83%，说明 Kubelet 对 inode 的监控不足。", "original_summary": "A worker node pages with NodeFilesystemFilesFillingUp. It’s on course to run out of inodes. You check the disk first, because that’s what everyone checks first, and it reads 83% used: 103G used, 22G available. Then you..", "localized": true, "stale": false }, { "id": "b852ed53e5622f07", "title": "A Decade of Industrial Grade Linux: How the Civil Infrastructure Platform Is Securing Mission-Critical Systems", "original_title": "A Decade of Industrial Grade Linux: How the Civil Infrastructure Platform Is Securing Mission-Critical Systems", "url": "https://www.linuxfoundation.org/blog/a-decade-of-industrial-grade-linux-how-the-civil-infrastructure-platform-is-securing-mission-critical-systems", "source": "Linux Foundation", "source_id": "linux-foundation", "source_url": "https://www.linuxfoundation.org/blog/", "category": "安全", "tags": [ "Linux", "民用基础设施平台", "任务关键系统" ], "published": "Tue, 06 Oct 2026 03:17:56 GMT", "published_at": "2026-10-06T11:17:56+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "A Decade of Industrial Grade Linux: How the Civil Infrastructure Platform Is Securing Mission-Critical Systems", "original_summary": "", "localized": true, "stale": false }, { "id": "bf1c90c271e25946", "title": "诺贝尔奖颁发光遗传学突破", "original_title": "刚刚，诺贝尔奖颁给光遗传学！", "url": "https://www.qbitai.com/2026/10/501720.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "研究", "tags": [ "生物技术", "神经科学", "光遗传学" ], "published": "Mon, 05 Oct 2026 10:37:01 +0000", "published_at": "2026-10-05T18:37:01+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "从绿藻中的光开关到精准控制神经元，获诺贝尔奖", "original_summary": "从绿藻里的光开关，到控制神经元", "localized": true, "stale": false }, { "id": "dae82cf3b35f841f", "title": "从依赖专家到开发者自助：一家银行的平台文化转型", "original_title": "从依赖专家到开发者自助：一家银行的平台文化转型", "url": "https://www.infoq.cn/article/seZbK4mHm40juM4vmaDy", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "开发工具", "tags": [ "平台文化", "开发者自助", "银行" ], "published": "Tue, 06 Oct 2026 15:00:00 GMT", "published_at": "2026-10-06T23:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "报道了一家银行从依赖专家转向开发者自助的平台文化转型", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "eba08574dac15134", "title": "火箭发动机的“技术鄙视链”", "original_title": "火箭发动机的“技术鄙视链”", "url": "https://www.tmtpost.com/8159826.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "研究", "tags": [ "火箭发动机", "全流量补燃", "中国航天" ], "published": "Tue, 06 Oct 2026 12:32:05 +0800", "published_at": "2026-10-06T12:32:05+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "猛禽之后，中国火箭也在追全流量补燃。", "original_summary": "猛禽之后，中国火箭也在追全流量补燃。", "localized": true, "stale": false }, { "id": "c2fe40a28b39f289", "title": "十年前的「外挂相机」，如何在华为 Mate 90 上复活？｜硬哲学", "original_title": "十年前的「外挂相机」，如何在华为 Mate 90 上复活？｜硬哲学", "url": "https://www.ifanr.com/1682933", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "研究", "tags": [ "华为", "Mate 90", "外挂相机" ], "published": "Sun, 04 Oct 2026 14:49:07 +0000", "published_at": "2026-10-04T22:49:07+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "那个曾经太早出现的想法，这一次，可能终于等到了属于它的时代", "original_summary": "那个曾经太早出现的想法，这一次，可能终于等到了属于它的时代 #欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。", "localized": true, "stale": false }, { "id": "0d555043b22c8d20", "title": "《Dream it Possible》旋律再起，全新华为Mate 90系列踏光而来！", "original_title": "《Dream it Possible》旋律再起，全新华为Mate 90系列踏光而来！", "url": "https://www.leiphone.com/category/industrynews/eqLySNuJ8LMHKrTe.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "开发工具", "tags": [], "published": "Sun, 04 Oct 2026 13:48:00 +0800", "published_at": "2026-10-04T13:48:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "在10月1日的华为Mate 90系列及全场景新品发布会上，开场曲《Dream it Possible》全新版本旋律响起，瞬间把全场的记忆拉回那些与历代Mate同行的岁月。而华为Mate 90系列核心精神内核“踏光向前”，就藏在这首歌与Mate共同写下的故事里。 回头看，这首歌的每次唱响都踩在Mate的关键节点上，与品牌理念同频共振。2015年华为Mate 8发布会是起点，彼时唱的还只是普通人追梦的倔强；2020年华为Mate 40系列“", "original_summary": "在10月1日的华为Mate 90系列及全场景新品发布会上，开场曲《Dream it Possible》全新版本旋律响起，瞬间把全场的记忆拉回那些与历代Mate同行的岁月。而华为Mate 90系列核心精神内核“踏光向前”，就藏在这首歌与Mate共同写下的故事里。 回头看，这首歌的每次唱响都踩在Mate的关键节点上，与品牌理念同频共振。2015年华为Mate 8发布会是起点，彼时唱的还只是普通人追梦的倔强；2020年华为Mate 40系列“", "localized": false, "stale": false }, { "id": "59ae1ba6e6ec39f1", "title": "一图适用多画布：通过代理型流水线实现可编辑流程图重排", "original_title": "One Figure, Every Canvas: Editable Flowchart Relayout via Agentic Pipeline", "url": "https://arxiv.org/abs/2610.06852v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "研究", "tags": [ "可视化", "流程图", "代理流水线" ], "published": "2026-10-05T17:59:54Z", "published_at": "2026-10-06T01:59:54+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "机器学习论文中的流水线图需要在多种画布之间重复使用，包括论文栏目、16:9 幻灯片、竖向海报、1:1 社交预览图、9:16 手机预览图。每种格式对图像都有不同的宽高比要求。", "original_summary": "Pipeline figures in ML papers must be repurposed across many canvases, including paper columns, 16:9 slides, portrait posters, 1:1 social teasers, 9:16 phone previews. Each format imposes a different aspect ratio on the ", "localized": true, "stale": false }, { "id": "b8369702b7331849", "title": "OpenAI 宣布「28 天计划」改进 Codex、Work，TikTok 上线 AI 电商功能", "original_title": "OpenAI 宣布「28 天计划」，持续改进 Codex、Work；TikTok 上线一系列 AI 电商功能；蓝色起源公布月球「动力塔计划」", "url": "http://www.geekpark.net/news/372086", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "开发工具", "tags": [ "OpenAI", "Codex", "AI 电商" ], "published": "Tue, 06 Oct 2026 09:16:53 +0800", "published_at": "2026-10-06T09:16:53+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "OpenAI 公布持续改进 Codex、Work 的「28 天计划」，TikTok 上线一系列 AI 电商功能，蓝色起源公布月球「动力塔计划」", "original_summary": "2026 诺贝尔奖生理学或医学奖揭晓：三学者凭借「光控离子通道和光遗传学」领域发现获表彰 10 月 5 日消息，诺贝尔奖基金会宣布将 2026 年诺贝尔生理学或医学奖授予以下三人，以表彰他们在「光控离子通道和光遗传学」领域的发现：美国霍华德 · 休斯医学研究所及斯坦福大学的 Karl Deisseroth、德国柏林洪堡大学的 Peter Hegemann、德国维尔茨堡大学的 Georg Nagel。 诺贝尔奖评选机构表示，三位科学家的研", "localized": true, "stale": false }, { "id": "b11e0fd43723b370", "title": "Termexo v0.10.10 发布：19 个本地 MCP 工具，五种编程 Agent 自动接入", "original_title": "Termexo v0.10.10 发布：19 个本地 MCP 工具，五种编程 Agent 自动接入", "url": "https://www.oschina.net/news/502845", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "开发工具", "tags": [ "Termexo/MCP/AI 编程" ], "published": "Tue, 06 Oct 2026 07:39:06 +0800", "published_at": "2026-10-06T07:39:06+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Termexo 是 MIT 开源的 Windows AI 编程工作台，最新版本 v0.10.10 将终端、任务和部分设置开放为 19 个本地 MCP 工具，并自动接入 Claude Code、Codex、OpenCode、Grok Buil", "original_summary": "AI 生成概念图，非产品界面。 MIT 开源的 Windows AI 编程工作台 Termexo 发布 v0.10.10。新版把终端、任务和部分设置开放为 19 个本地 MCP 工具，并支持在 Termexo 新启动的 Claude Code、Codex、OpenCode、Grok Build 和 Antigravity 终端中自动添加连接。 工作台能力作为工具开放 Agent 可以查询工作区和终端，读取指...", "localized": true, "stale": false }, { "id": "3821b72caed1515e", "title": "OpenAI Codex负责人发帖征集需求 评论区推荐Claude模型", "original_title": "刚刚，Claude夺舍Codex！GPT-6.1 Sol极速版马上就来", "url": "https://aiera.com.cn/2026/10/06/other/admin/117185/%e5%88%9a%e5%88%9a%ef%bc%8cclaude%e5%a4%ba%e8%88%8dcodex%ef%bc%81gpt-6-1-sol%e6%9e%81%e9%80%9f%e7%89%88%e9%a9%ac%e4%b8%8a%e5%b0%b1%e6%9d%a5", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [ "AI模型", "开发工具", "用户反馈" ], "published": "Tue, 06 Oct 2026 00:11:26 +0000", "published_at": "2026-10-06T08:11:26+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "OpenAI Codex负责人Tibo在X上发帖征集产品需求，评论区用户纷纷推荐Claude模型，引发社区讨论。", "original_summary": "OpenAI高管在线征集产品需求，评论区当场集体叛变。 一群人张口就喊：Claude！ 10月4日凌晨，OpenAI Codex负责人Tibo在X上发了个互动帖：", "localized": true, "stale": false }, { "id": "09d987d3e0581f60", "title": "十个案例助你轻松上手 iOS 27 通知自动化", "original_title": "十个案例助你轻松上手 iOS 27 通知自动化", "url": "https://sspai.com/post/114536", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [ "iOS27", "通知自动化", "快捷指令" ], "published": "Mon, 05 Oct 2026 10:59:24 +0800", "published_at": "2026-10-05T10:59:24+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "iOS 27 通知自动化改变了通知的处理方式，快捷指令也迎来了不少的新玩法", "original_summary": "iOS 27 通知自动化改变了通知的处理方式，快捷指令也迎来了不少的新玩法。 查看全文", "localized": true, "stale": false }, { "id": "0944ff4043a37719", "title": "遥控灯光小车", "original_title": "This remote-controlled wagon is silly but so very useful", "url": "https://www.theverge.com/tech/1004820/this-remote-controlled-wagon-is-silly-but-useful", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "开发工具", "tags": [ "遥控", "照明", "实用" ], "published": "2026-10-06T04:00:00-04:00", "published_at": "2026-10-06T16:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "BougeRV 的 DuneRover 远程控制小车配备动画灯光，虽然看似玩笑，却在实际使用中表现实用。", "original_summary": "Confession: When BougeRV told me about its remote-controlled wagon with animated lighting, I called it in for a laugh, expecting to eviscerate it in a review. It's ridiculous, to be sure. But the DuneRover also proved ve", "localized": true, "stale": false }, { "id": "84a288d265bc75f7", "title": "连接AI代理与企业知识", "original_title": "Connecting AI agents to enterprise knowledge", "url": "https://www.technologyreview.com/2026/10/05/1145580/connecting-ai-agents-to-enterprise-knowledge", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "研究", "tags": [ "AI代理", "企业知识", "数据意义" ], "published": "Mon, 05 Oct 2026 15:47:52 +0000", "published_at": "2026-10-05T23:47:52+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "AI系统虽不断积累分析数据，企业AI代理面临知识短缺；知识为对数据意义的理解", "original_summary": "For all the data that AI systems continually amass and analyze, enterprise AI agents often suffer from a curious shortcoming: a lack of knowledge. More than data, knowledge is the understanding of what the data means in ", "localized": true, "stale": false }, { "id": "aacb8ca8a4a96bc0", "title": "Google 9月2026年最新AI更新", "original_title": "The latest AI news we announced in September 2026", "url": "https://blog.google/innovation-and-ai/technology/ai/google-ai-updates-september-2026", "source": "Google AI Blog", "source_id": "google-ai-blog", "source_url": "https://blog.google/technology/ai/", "category": "AI 模型", "tags": [ "大语言模型", "云原生", "开源" ], "published": "Fri, 02 Oct 2026 15:00:00 +0000", "published_at": "2026-10-02T23:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Google发布了九月2026年的最新AI更新，包括新一代大语言模型的性能提升、跨平台推理优化以及对云原生环境的适配改进", "original_summary": "Here are Google’s latest AI updates from September 2026", "localized": true, "stale": false }, { "id": "140ec1c913dda0ea", "title": "消息称 Meta 和微软要求员工减少使用 Claude，多用自家 AI 节省成本", "original_title": "消息称 Meta 和微软要求员工减少使用 Claude，多用自家 AI 节省成本", "url": "https://www.ithome.com/1/010/010.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "AI 模型", "tags": [ "Meta", "微软", "Claude" ], "published": "Tue, 06 Oct 2026 08:18:26 GMT", "published_at": "2026-10-06T16:18:26+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "据 The Information 报道，Meta 与微软已要求员工减少使用 Anthropic 旗下的 AI 模型 Claude 以削减成本，并要求员工更多使用自研 AI 工具；微软高层曾预计内部使用 Anthropic AI 的年支出将", "original_summary": "IT之家 10 月 6 日消息，据 The Information 报道，Meta 与微软已要求员工减少使用 Anthropic 旗下的 AI 模型 Claude 以削减成本，并要求员工更多使用自研 AI 工具。 据悉，微软高层在今年早些时候曾预计，公司内部使用 Anthropic AI 的年支出将至少达到 10 亿美元 （IT之家注：现汇率约合 67.14 亿元人民币） 。随后，微软要求员工减少对 Claude 的依赖、多使用自研 A", "localized": true, "stale": false }, { "id": "202e7a1d1a7fd76d", "title": "老干妈采用 AI 实现核心原料 100% 可追溯，产能超百万吨”", "original_title": "“国民辣酱”老干妈也用上AI，营收已重回巅峰", "url": "https://news.cnblogs.com/n/839935", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "AI 模型", "tags": [ "AI 可视化追踪/生产制造/供应链溯源”" ], "published": "Tue, 06 Oct 2026 07:58:25 GMT", "published_at": "2026-10-06T15:58:25+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "老干妈获得第五届贵州省省长质量奖，产能超百万吨，产品远销 160 个国家地区。公司表示，2025 年将利用 AI 实现核心原料 100% 可追溯。”", "original_summary": "文 | 雷达财经，作者 | 周慧，编辑 | 深海 前不久，“国民辣酱”老干妈，荣获第五届贵州省省长质量奖。 据老干妈常务副总、首席质量官李鑫透露，老干妈产能已超百万吨、远销全球 160 个国家和地区。 值得一提的是，老干妈还积极拥抱 AI。2025 年，老干妈实现核心原料 100% 可追溯，AI 视 本文链接", "localized": true, "stale": false }, { "id": "bf2bf56edc5e31a8", "title": "近期新发布的ChatGPT for macOS版CPU占用率太高？可以临时回滚旧版本", "original_title": "近期新发布的ChatGPT for macOS版CPU占用率太高？可以临时回滚旧版本", "url": "https://www.landian.news/archives/127160.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "开发工具", "tags": [ "ChatGPT", "macOS", "CPU占用" ], "published": "Sun, 04 Oct 2026 02:36:29 +0000", "published_at": "2026-10-04T10:36:29+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "蓝点网发现近期 ChatGPT macOS 新版本 CPU 占用率偏高，回滚至 9 月 23 日发布的 26.917.62051 版本后问题得到缓解，用户可从蓝点网文件服务器下载历史版本替换。", "original_summary": "#软件下载 ChatGPT for macOS 版 CPU 占用率太高？可以临时回滚旧版本。蓝点网发现近期发布的 ChatGPT 新版本都存在 CPU 占用率高问题，这种问题以前也经常发生。蓝点网尝试回滚 10 月 1 日、9 月 26 日、9 月 24 日的版本都没有恢复正常，不过回滚到 9 月 23 日发布的 26.917.62051 版后恢复正常。有需要的用户可以从蓝点网文件服务器下载历史版本替换，蓝点网也提供其他平台历史版本例如", "localized": true, "stale": false }, { "id": "9c429fcc959f1224", "title": "自研 C++ 高性能 LLM 网关项目思路", "original_title": "想做一个自研项目，不知道合不合理？", "url": "https://segmentfault.com/q/1010000048330682", "source": "SegmentFault", "source_id": "segmentfault", "source_url": "https://segmentfault.com/", "category": "开发工具", "tags": [ "C++", "LLM", "网关" ], "published": "2026-10-03T17:29:20+08:00", "published_at": "2026-10-03T17:29:20+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "大三学生计划将已有的 epoll+Reactor RPC 框架与类 Redis 内存 KV 存储合并，打造具备真实业务场景的高性能 LLM 网关，以应对秋招 C++ 后端/基础架构岗位需求。", "original_summary": "标题:大三，想做个C++高性能LLM网关当求职项目，思路推演了一轮，求各位指点下有没有走偏 背景:大三在读，之前做过两个个人项目(epoll+Reactor的RPC框架、类Redis内存KV存 储)，有一段支付后端实习(MySQL/FastAPI)。秋招想投C++后端/基础架构方向，打算把两 个旧项目合并升级成一个有真实场景的项目。 推演过程(这个是和AI讨论的结果)1.最初想做\"多智能体消息总线”，研究了一圈发现站不住:Claude ", "localized": true, "stale": false }, { "id": "2b2e3c923c9ab9b4", "title": "[Mac mini] 我的 Mac mini M4 的前置 type-c 口的 USB 2.0 数据链路断了", "original_title": "[Mac mini] 我的 Mac mini M4 的前置 type-c 口的 USB 2.0 数据链路断了", "url": "https://www.v2ex.com/t/1246646", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "开发工具", "tags": [ "Mac mini", "USB-C", "硬件故障" ], "published": "2026-10-06T08:07:04Z", "published_at": "2026-10-06T16:07:04+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "前置 USB‑C 接口的 USB 2.0 数据链路出现断路，导致鼠标键盘无法使用，iPhone 只能充电而不被识别，而 USB 3.0 移动硬盘仍可正常工作。", "original_summary": "插着鼠标键盘的 USB 接收器的拓展坞插入前置 C 口，鼠标键盘无法使用 USB2.0 线连接 iPhone 插入前置 C 口，可充电但是不在访达显示 iPhone USB3.0 移动硬盘插入前置 C 口，完全正常使用 这是硬件损坏吗？", "localized": true, "stale": false }, { "id": "6b3256ead895b91d", "title": "科学家识别出三种叫声最响亮的鸟", "original_title": "科学家识别出三种叫声最响亮的鸟", "url": "https://www.solidot.org/story?sid=85539", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "研究", "tags": [ "鸟鸣", "声学", "生物学" ], "published": "Mon, 05 Oct 2026 22:45:39 +0800", "published_at": "2026-10-05T22:45:39+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "生物学家在巴西识别出三种叫声超过120分贝的鸟类，白钟雀可达125分贝，裸喉钟雀和红腿叫鹤也超过120分贝，它们具有宽大喙口和肌肉厚实的身体，120分贝可能是鸟类发声的生理极限", "original_summary": "生物学家在巴西识别出三种叫声最响亮的鸟。至于这些鸟如何演化出最响亮的叫声则仍然是个迷。白钟雀（white bellbird）叫声能达到 125 分贝，裸喉钟雀（bare-throated bellbird）和红腿叫鹤（red-legged seriema）叫声都超过 120 分贝。三种鸟类有着共同的生理特征：即宽大的喙口和肌肉厚实的大块头身体。研究人员表示，120 分贝可能是鸟类发声的生理极限；巴西之外的地方无疑也存在叫声洪亮的鸟类，但", "localized": true, "stale": false }, { "id": "031c3906bd6f632e", "title": "用户自主构建个人感知系统的本体边界协商研究", "original_title": "Negotiating Ontological Boundaries in User-Authored Personal Sensing Systems", "url": "https://machinelearning.apple.com/research/ontological-boundary-negotiation", "source": "Apple Machine Learning", "source_id": "apple-ml", "source_url": "https://machinelearning.apple.com/", "category": "研究", "tags": [ "个人感知", "用户参与设计", "本体论边界" ], "published": "Mon, 05 Oct 2026 00:00:00 GMT", "published_at": "2026-10-05T08:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "设计工件具有本体论属性，塑造并限制可能性；研究探讨赋予用户设计构建权力以缓解此类限制的路径。", "original_summary": "Designed artifacts are ontological, shaping, and at times limiting, what becomes possible or imaginable. One path toward mitigating such foreclosures is giving people power over how systems are designed and built. Despit", "localized": true, "stale": false }, { "id": "3adf82e6716a48e9", "title": "AI正在改变开发者工作，掌握三项关键技能", "original_title": "AI is changing developer work. Here are three skills to strengthen.", "url": "https://github.blog/ai-and-ml/ai-is-rewriting-the-developer-career-ladder-heres-how-to-stand-out", "source": "GitHub Blog", "source_id": "github-blog", "source_url": "https://github.blog/", "category": "AI 模型", "tags": [ "AI代理", "技术审查", "技术判断" ], "published": "Fri, 02 Oct 2026 15:00:00 +0000", "published_at": "2026-10-02T23:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "学会指挥AI代理，批判性审视其输出，并将技术判断置于工作流程核心。", "original_summary": "Learn to direct AI agents, critically review their output, and keep technical judgment at the center of your workflow. The post AI is changing developer work. Here are three skills to strengthen. appeared first on The Gi", "localized": true, "stale": false }, { "id": "bd1136d0fcfd6f13", "title": "AI 智能体声称任务已完成，数据库数据却显示不一致", "original_title": "The Agent Said It Was Done. The Database Disagreed.", "url": "https://huggingface.co/blog/microsoft/thinkingbox", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "AI 智能体", "数据一致性", "可靠性" ], "published": "Sat, 03 Oct 2026 22:56:48 GMT", "published_at": "2026-10-04T06:56:48+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "指出 AI 智能体反馈的任务完成状态与数据库实际数据不符", "original_summary": "", "localized": true, "stale": false }, { "id": "2d8e70fb45cef747", "title": "OpenAI 在 ChatGPT 推出新视觉广告格式", "original_title": "Building advertising for the way people use AI", "url": "https://openai.com/index/new-chatgpt-ads-format-and-measurement", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [ "OpenAI", "ChatGPT", "广告" ], "published": "Mon, 05 Oct 2026 10:00:00 GMT", "published_at": "2026-10-05T18:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "OpenAI 引入 ChatGPT 新视觉广告格式，并扩展广告衡量工具、归因合作伙伴与品牌适宜性", "original_summary": "OpenAI introduces a new visual ad format in ChatGPT and expands measurement tools, attribution partnerships, and brand suitability for advertisers.", "localized": true, "stale": false }, { "id": "703ac86f4d47c5bd", "title": "Reflection 发布开源权重 AI 模型 Beam", "original_title": "Reflection debuts Beam, an open-weight AI model to rival Chinese models at lower compute cost", "url": "https://techcrunch.com/2026/10/05/reflection-debuts-beam-a-open-weight-ai-model-to-rival-chinese-models-at-lower-compute-cost", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [ "开源权重", "低算力", "定制化模型" ], "published": "Mon, 05 Oct 2026 19:33:53 +0000", "published_at": "2026-10-06T03:33:53+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Reflection 推出了开源权重模型 Beam，旨在通过降低计算成本为企业和主权国家提供定制化、本地化的 AI 系统构建方案。", "original_summary": "Reflection is aiming Beam and future models at enterprises and sovereign nations. The pitch is to build “AI factories,” a product that would let institutions build their own customized, local AI system by training Reflec", "localized": true, "stale": false }, { "id": "11d46fca273417f4", "title": "英伟达 Shield TV 涨价 100 美元，AI 推高存储成本", "original_title": "The Nvidia Shield TV Is 7 Years Old. It Just Got a $100 Price Hike", "url": "https://www.wired.com/story/7-year-old-tv-now-100-dollars-more-expensive-thank-ai", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "AI 模型", "tags": [ "硬件涨价", "存储价格", "英伟达" ], "published": "Sat, 03 Oct 2026 18:00:00 +0000", "published_at": "2026-10-04T02:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "搭载英伟达 Shield TV 的流媒体设备已上市 7 年，近期价格上涨 100 美元，AI 导致存储价格飙升，老旧设备亦受影响", "original_summary": "The price of anything with memory is skyrocketing thanks to AI. Aging streaming devices are no exception.", "localized": true, "stale": false }, { "id": "8fd20b29eb12e319", "title": "Cable lobby to sue Trump FCC over repeal of national TV ownership cap", "original_title": "Cable lobby to sue Trump FCC over repeal of national TV ownership cap", "url": "https://arstechnica.com/tech-policy/2026/10/cable-lobby-to-sue-trump-fcc-over-repeal-of-national-tv-ownership-cap", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "安全", "tags": [ "电缆行业", "FCC监管", "所有权限制" ], "published": "Mon, 05 Oct 2026 20:47:48 +0000", "published_at": "2026-10-06T04:47:48+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Cable industry to sue, says FCC can't repeal TV ownership limit set by Congress", "original_summary": "Cable industry to sue, says FCC can't repeal TV ownership limit set by Congress.", "localized": true, "stale": false }, { "id": "5125ac4165e2569e", "title": "KubeCon + CloudNativeCon North America 2026 将举办 OpenTofu Day", "original_title": "KubeCon + CloudNativeCon North America 2026: Join the cloud native community at OpenTofu Day", "url": "https://www.cncf.io/blog/2026/10/02/kubecon-cloudnativecon-north-america-2026-join-the-cloud-native-community-at-opentofu-day", "source": "CNCF Blog", "source_id": "cncf-blog", "source_url": "https://www.cncf.io/blog/", "category": "云原生", "tags": [ "KubeCon", "OpenTofu", "基础设施即代码" ], "published": "Fri, 02 Oct 2026 15:22:44 +0000", "published_at": "2026-10-02T23:22:44+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "大多数 KubeCon + CloudNativeCon 假设集群已存在，OpenTofu Day 专注于集群创建前及周边的预配工作，包括云账号、网络、托管服务和集群本身。", "original_summary": "Most of KubeCon + CloudNativeCon assumes the cluster already exists. OpenTofu Day covers everything that has to be provisioned before and around it: cloud accounts, networking, managed services, and the clusters themselv", "localized": true, "stale": false }, { "id": "d240e1a57f96b6a5", "title": "Reflections on the 2026 Open Data Infrastructure Report", "original_title": "Reflections on the 2026 Open Data Infrastructure Report", "url": "https://www.linuxfoundation.org/blog/reflections-on-the-2026-open-data-infrastructure-report", "source": "Linux Foundation", "source_id": "linux-foundation", "source_url": "https://www.linuxfoundation.org/blog/", "category": "研究", "tags": [ "OpenSearch", "数据基础设施", "全球数据" ], "published": "Fri, 02 Oct 2026 23:26:23 GMT", "published_at": "2026-10-03T07:26:23+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "When my co-authors Csilla Zsigri, Adrienn Lawson, and I set out to map the state of global data infrastructure on the fi", "original_summary": "When my co-authors Csilla Zsigri, Adrienn Lawson, and I set out to map the state of global data infrastructure on the fifth anniversary of OpenSearch, we sought to capture more than just market statistics. We wanted to d", "localized": true, "stale": false }, { "id": "d3da23348f9ba982", "title": "Hinton发表首篇RSI论文", "original_title": "刚刚，Hinton发了首篇RSI论文", "url": "https://www.qbitai.com/2026/10/501705.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "研究", "tags": [ "递归自我改进", "AI构建", "Hinton" ], "published": "Mon, 05 Oct 2026 04:42:52 +0000", "published_at": "2026-10-05T12:42:52+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "AI进入自我构建的流水线", "original_summary": "AI已经开始真正进入「造下一代AI」的流水线", "localized": true, "stale": false }, { "id": "3b6a6f6ff8f8516b", "title": "AI + SRE ≠ AISRE：AI 如何真正进入生产运维闭环｜QCon上海", "original_title": "AI + SRE ≠ AISRE：AI 如何真正进入生产运维闭环｜QCon上海", "url": "https://www.infoq.cn/article/u70P77XPmsXmRBciu6fL", "source": "InfoQ 中文", "source_id": "infoq-cn", "source_url": "https://www.infoq.cn/", "category": "云原生", "tags": [ "AI", "SRE", "运维闭环" ], "published": "Tue, 06 Oct 2026 10:00:00 GMT", "published_at": "2026-10-06T18:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "QCon上海议题探讨AI在SRE领域的落地实践，分析AI如何真正接入生产运维闭环，而非简单叠加概念。", "original_summary": "点击查看原文>", "localized": true, "stale": false }, { "id": "09452f7e00d0d612", "title": "世界模型赛道：谁在收编，谁在突围？", "original_title": "世界模型赛道：谁在收编，谁在突围？", "url": "https://www.tmtpost.com/8159876.html", "source": "钛媒体", "source_id": "tmtpost", "source_url": "https://www.tmtpost.com/", "category": "AI 模型", "tags": [ "芯片", "模型", "AI" ], "published": "Tue, 06 Oct 2026 12:31:56 +0800", "published_at": "2026-10-06T12:31:56+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "芯片巨头们开抢模型", "original_summary": "芯片巨头们开抢模型", "localized": true, "stale": false }, { "id": "10f260261bf6d622", "title": "OpenAI 元老离职信：教会 AI 善待人类前，先学会善待人", "original_title": "OpenAI元老的一封离职信，揭开了奥特曼最不想承认的真相", "url": "https://www.ifanr.com/1682922", "source": "爱范儿", "source_id": "ifanr", "source_url": "https://www.ifanr.com/", "category": "AI 模型", "tags": [ "AI", "OpenAI", "伦理" ], "published": "Sun, 04 Oct 2026 07:08:18 +0000", "published_at": "2026-10-04T15:08:18+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "OpenAI 元老通过离职信表示，教会 AI 善待人类前，先学会善待人", "original_summary": "教会 AI 善待人类前，先学会善待人 #欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。", "localized": true, "stale": false }, { "id": "137822423a711d7e", "title": "GT7 将上线首台中国 VGT 小米 Vision GT 并新增电车教学", "original_title": "《Gran Turismo 7》迎来首台中国VGT 同时GT史上30年首次新增电车驾驶教学", "url": "https://www.leiphone.com/category/industrynews/YE7qzr0QKUUwu5eL.html", "source": "雷锋网", "source_id": "leiphone", "source_url": "https://www.leiphone.com/", "category": "开发工具", "tags": [ "小米汽车", "Gran Turismo", "电车" ], "published": "Sat, 03 Oct 2026 19:39:00 +0800", "published_at": "2026-10-03T19:39:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "小米汽车欧洲研发中心与 GT 系列制作人宣布，小米 Vision GT 即将于 10 月上线 Gran Turismo 7，GT 系列 30 年来首次新增电车驾驶教学", "original_summary": "新加坡，2026 年 10 月 3 日 —— 今日，在新加坡 Gran Turismo World Series（GT World Series）赛事现场，Gran Turismo系列游戏制作人山内一典与小米汽车欧洲研发中心设计负责人Jean-Arthur Madelaine现场联合宣布：Xiaomi Vision Gran Turismo（小米 Vision GT）即将于 10月 正式上线《Gran Turismo 7》（GT7），成", "localized": true, "stale": false }, { "id": "dacd7d54b9d42113", "title": "Base Models Can Reason By Taking a Cue From Training Data", "original_title": "Base Models Can Reason By Taking a Cue From Training Data", "url": "https://arxiv.org/abs/2610.06851v1", "source": "arXiv AI / ML / NLP", "source_id": "arxiv-ai", "source_url": "https://arxiv.org/", "category": "研究", "tags": [ "训练数据", "基座模型", "推理" ], "published": "2026-10-05T17:59:52Z", "published_at": "2026-10-06T01:59:52+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "研究如何训练数据在 base model 起始 token 与后续推理行为之间建立关联", "original_summary": "In this paper, we study how training data creates associations between the tokens at the start of a base model's response and the reasoning behavior that follows. First, we demonstrate that fixing particular starting tok", "localized": true, "stale": false }, { "id": "2bd8abef74e8da7c", "title": "交付 19 天，小米澎程破万台，雷军又赢了。", "original_title": "交付 19 天，小米澎程破万台，雷军又赢了。", "url": "http://www.geekpark.net/news/372087", "source": "极客公园", "source_id": "geekpark", "source_url": "https://www.geekpark.net/", "category": "开发工具", "tags": [ "小米", "澎程", "交付" ], "published": "Tue, 06 Oct 2026 09:15:06 +0800", "published_at": "2026-10-06T09:15:06+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "图片来源：视觉中国 10 月 1 日，小米汽车公布了 9 月交付成绩单：单月交付量首次突破 4 万台。这个数字在新势力中排名第三，仅次于零跑和小鹏，领先鸿蒙智行。澎程系列首月交付超过 1 万台，发生在增程市场整体降温、上半年批发销量同比下滑", "original_summary": "图片来源：视觉中国 10 月 1 日，小米汽车公布了 9 月交付成绩单：单月交付量首次突破 4 万台。 这个数字放在新势力阵营里排第三，仅次于零跑（10.56 万台）和小鹏（4.13 万台），领先鸿蒙智行（3.75 万台）。 但真正值得关注的，不只是「小米又卖爆了」。 更有意思的是，9 月刚上市的澎程系列，首月交付就超过 1 万台。而这件事，偏偏发生在增程市场整体降温，上半年批发销量同比下滑 13.1%的背景下。 一个看似「风口已过」的", "localized": true, "stale": false }, { "id": "dd3aec5833603530", "title": "SmartCall v1.0.7 发布，新增模型以及音色管理", "original_title": "SmartCall v1.0.7 发布，新增模型以及音色管理", "url": "https://www.oschina.net/news/502844", "source": "开源中国", "source_id": "oschina", "source_url": "https://www.oschina.net/", "category": "AI 模型", "tags": [ "SmartCall", "AI 语音机器人", "音色管理" ], "published": "Mon, 05 Oct 2026 03:06:04 +0800", "published_at": "2026-10-05T03:06:04+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "SmartCall 是一套基于 AI 大模型 + Asterisk 通信引擎构建的新一代智能客服呼叫中心系统，融合了 AI 语音机器人、智能 IVR 流程编排、端到端双工对话模型、实时语音识别（ASR）、语音合成（TTS）和大模型意图识别 ", "original_summary": ":book: 项目简介 SmartCall 是一套基于 AI 大模型 + Asterisk 通信引擎构建的新一代智能客服呼叫中心系统。系统深度融合了 AI 语音机器人、智能 IVR 流程编排、端到端双工对话模型、实时语音识别（ASR）、语音合成（TTS）、大模型意图识别 等核心能力，为企业提供从呼入智能应答到智能外呼的全链路 AI 客服解决方案。 无...", "localized": true, "stale": false }, { "id": "3bec5acea9f1ed26", "title": "突发！OpenAI立下28天军令状：不上新就全员重置额度", "original_title": "突发！OpenAI立下28天军令状：不上新就全员重置额度", "url": "https://aiera.com.cn/2026/10/06/other/admin/117163/%e7%aa%81%e5%8f%91%ef%bc%81openai%e7%ab%8b%e4%b8%8b28%e5%a4%a9%e5%86%9b%e4%bb%a4%e7%8a%b6%ef%bc%9a%e4%b8%8d%e4%b8%8a%e6%96%b0%e5%b0%b1%e5%85%a8%e5%91%98%e9%87%8d%e7%bd%ae%e9%a2%9d%e5%ba%a6", "source": "新智元", "source_id": "aiera", "source_url": "https://www.aiera.com.cn/", "category": "AI 模型", "tags": [ "OpenAI", "28天", "额度限制" ], "published": "Tue, 06 Oct 2026 00:09:27 +0000", "published_at": "2026-10-06T08:09:27+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "OpenAI给自己下了一道军令状，28天，天天交作业，交不出就拿额度来赔。听着像搞福利，细看是被逼急了。", "original_summary": "OpenAI给自己下了一道军令状，28天，天天交作业，交不出就拿额度来赔。 听着像搞福利，细看是被逼急了。", "localized": true, "stale": false }, { "id": "cbdccaa395e92c4e", "title": "iPhone 18 Pro 体验：熟悉感依旧，完成度提升", "original_title": "方方面面都熟悉，方方面面都更好：iPhone 18 Pro 体验", "url": "https://sspai.com/post/115308", "source": "少数派", "source_id": "sspai", "source_url": "https://sspai.com/", "category": "开发工具", "tags": [ "iPhone 18 Pro", "移动设备", "产品体验" ], "published": "Sun, 04 Oct 2026 15:58:39 +0800", "published_at": "2026-10-04T15:58:39+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "iPhone 18 Pro 可能不会带来焕然一新之感，但在许多地方变得更加完整", "original_summary": "iPhone 18 Pro 也许不会让你感觉焕然一新，却在许多地方都变得更加完整了。 查看全文", "localized": true, "stale": false }, { "id": "19745539452346e8", "title": "谷歌 Gemini Call for Me 功能或扩展至亲友通讯", "original_title": "Gemini Call for Me might tell your mom you’re running late", "url": "https://www.theverge.com/ai-artificial-intelligence/1005177/google-gemini-call-for-me-expansion-rumors", "source": "The Verge", "source_id": "the-verge", "source_url": "https://www.theverge.com/", "category": "AI 模型", "tags": [ "谷歌", "Gemini", "AI 语音" ], "published": "2026-10-05T19:09:55-04:00", "published_at": "2026-10-06T07:09:55+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "据 Android Authority 报道，谷歌可能将\"Call for Me\"AI 功能从商务通话扩展至向亲友发送消息，Android APK 中发现\"Gemini Calling\"介绍界面", "original_summary": "Google may be expanding its \"Call for Me\" AI feature beyond business calls so you can use it to send messages to friends and family. Android Authority reports finding a \"Gemini Calling\" introductory screen in an APK tear", "localized": true, "stale": false }, { "id": "3a952689e15a707e", "title": "Bringing predictive analytics to the agentic AI era", "original_title": "Bringing predictive analytics to the agentic AI era", "url": "https://www.technologyreview.com/2026/10/05/1143813/bringing-predictive-analytics-to-the-agentic-ai-era", "source": "MIT Technology Review", "source_id": "mit-tech-review", "source_url": "https://www.technologyreview.com/", "category": "AI 模型", "tags": [ "预测模型", "自主行动", "企业AI" ], "published": "Mon, 05 Oct 2026 13:29:32 +0000", "published_at": "2026-10-05T21:29:32+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "2026年企业AI焦点从预测模型是否优于统计预测转向，如何让预测系统实现自主行动", "original_summary": "In 2026, the question for enterprise AI is no longer whether predictive models can outperform statistical forecasts—that argument is settled. The big question now is how to enable predictive systems to act on their own c", "localized": true, "stale": false }, { "id": "1e97825405bcef6e", "title": "沃兹尼亚克签名 Apple I 主板将拍卖，估价 50 万美元至 80 万美元", "original_title": "苹果一号电脑 Apple I 罕见拍卖：沃兹尼亚克签名主板，或拍出 80 万美元", "url": "https://www.ithome.com/1/010/009.htm", "source": "IT之家", "source_id": "ithome", "source_url": "https://www.ithome.com/", "category": "研究", "tags": [ "硬件拍卖", "vintage 电脑", "Apple I" ], "published": "Tue, 06 Oct 2026 08:11:21 GMT", "published_at": "2026-10-06T16:11:21+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "1976 年的 Apple I 电脑主板现正通过邦瀚斯拍卖行进行线上拍卖，估价为 50 万至 80 万美元，据称主板上有苹果联合创始人史蒂夫·沃兹尼亚克的签名。", "original_summary": "IT之家 10 月 6 日消息，据央视财经今日报道，一台罕见的苹果一号电脑（Apple I）正在邦瀚斯拍卖行进行线上拍卖，开放竞价日期为本月（10 月）4 日至 14 日， 估价为 50 万美元至 80 万美元 （IT之家注：现汇率约合 335.7 万元至 537.2 万元人民币） 。 据拍卖行介绍，这台电脑由原主人于 1976 年购入， 主板上有苹果联合创始人沃兹尼亚克的签名 。 苹果一号电脑是苹果公司的首款电脑产品，以组装好的电路板", "localized": true, "stale": false }, { "id": "bd91262139320ad2", "title": "AI智能体行为安全：从内容安全到真实环境风险", "original_title": "9秒删库，700个AI失控，豪掷513亿买不来安全？", "url": "https://news.cnblogs.com/n/839934", "source": "博客园", "source_id": "cnblogs", "source_url": "https://www.cnblogs.com/", "category": "安全", "tags": [ "AI安全", "智能体行为", "安全事件" ], "published": "Tue, 06 Oct 2026 05:34:00 GMT", "published_at": "2026-10-06T13:34:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "企业AI安全传统聚焦于内容安全，但2026年PocketOS事件显示，AI智能体在真实环境中的行为失控正成为安全主战场。", "original_summary": "文 | 新质动能 过去几年，企业谈 AI 安全，大多数时候指的是内容安全：过滤有害输出、防止数据泄露、满足合规备案。 但 2026 年发生的一件事，把这个议题推向了另一个维度：AI 智能体在真实环境中做出的行为，正在成为安全的主战场。 2026 年 4 月，美国得州 SaaS 公司 PocketOS 本文链接", "localized": true, "stale": false }, { "id": "c56799a76dfbc68c", "title": "赛博菩萨：Cloudflare宣布将成为免费公共CA 后续将为所有网站和服务提供免费TLS证书", "original_title": "赛博菩萨：Cloudflare宣布将成为免费公共CA 后续将为所有网站和服务提供免费TLS证书", "url": "https://www.landian.news/archives/127163.html", "source": "蓝点网", "source_id": "landiannews", "source_url": "https://www.landiannews.com/", "category": "安全", "tags": [ "CA", "TLS", "Cloudflare" ], "published": "Sun, 04 Oct 2026 02:21:07 +0000", "published_at": "2026-10-04T10:21:07+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Cloudflare计划申请自有根CA，后续将自行签发免费TLS证书，取代现有CA提供的证书。", "original_summary": "#行业资讯 赛博菩萨：Cloudflare 宣布将成为免费公共 CA，后续将为所有网站和服务提供免费 TLS 证书。现阶段 Cloudflare 提供的证书由其他 CA 提供，现在 Cloudflare 准备申请自己品牌的 Root CA，后续相关证书将由 Cloudflare 自己签发。Cloudflare 与 GlobalSign 达成协议，将收购该公司已经被广泛信任的 Root CA 密钥材料，这听起来像是要做交叉验证，不过具体细", "localized": true, "stale": false }, { "id": "e50ab0e2590cd56a", "title": "Node.js 内置 fetch 无法走 SOCKS5 代理，只能换掉整个 HTTP 栈吗？", "original_title": "Node.js 内置 fetch 无法走 SOCKS5 代理，只能换掉整个 HTTP 栈吗？", "url": "https://segmentfault.com/q/1010000048330130", "source": "SegmentFault", "source_id": "segmentfault", "source_url": "https://segmentfault.com/", "category": "开发工具", "tags": [ "Node.js", "fetch", "SOCKS5" ], "published": "2026-10-03T00:21:36+08:00", "published_at": "2026-10-03T00:21:36+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Node.js 18+ 的全局 fetch 基于 undici 实现，其 ProxyAgent 仅支持 HTTP/HTTPS 代理，不支持 SOCKS5，导致无法通过 SOCKS5 代理访问接口。", "original_summary": "项目里要访问一个只能通过 SOCKS5 出去的接口，Node 端用的是 18+ 自带的全局 fetch （undici 实现）。卡在代理上：undici 提供的是 ProxyAgent ，只认 HTTP/HTTPS 代理， 没有 SOCKS5 支持 。 试了几种把全局出口改成 SOCKS5 的写法，都没能让内置 fetch 走代理： // 1) 直接把 ProxyAgent 指到 socks5 import { setGlobalDis", "localized": true, "stale": false }, { "id": "584fdc5c0986e220", "title": "[Python] 大家还搞 Python 吗 , 感觉现在用的不多了啊", "original_title": "[Python] 大家还搞 Python 吗 , 感觉现在用的不多了啊", "url": "https://www.v2ex.com/t/1246645", "source": "V2EX", "source_id": "v2ex", "source_url": "https://www.v2ex.com/", "category": "开发工具", "tags": [ "Python", "Rust", "AI" ], "published": "2026-10-06T08:00:57Z", "published_at": "2026-10-06T16:00:57+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "以前主要用 Python 处理后台和 GUI (PySide)，因综合易用性、跨平台及功能覆盖面广；现状下这些优势可能不再完全成立，选择日益丰富。python 大量重要库多为 Rust 实现，为何不直接使用 Rust 之疑随起。昔日学习曲线", "original_summary": "以前我主要用 python 得, 包括后台, gui(pyside)等等 因为综合易用性(好写, 易懂), 跨平台, 功能性(覆盖面广) 但了解得都知道, 这些东西现在可能不一定还成立了, 或者说选择太多了 首先, python 本身大量重要库都是基于 rust 得, 那可能就要问下了, 为啥不直接用 rust, 以前可能还有学习曲线陡得问题, 现在 ai 其实很擅长写编译型语言 库多, 现在随便移植, 任何平台你看上其他平台某个库, ", "localized": true, "stale": false }, { "id": "28bd47b452abfd86", "title": "因涌入大量 AI 报告 Google 冻结其 Bug 悬赏计划", "original_title": "因涌入大量 AI 报告 Google 冻结其 Bug 悬赏计划", "url": "https://www.solidot.org/story?sid=85538", "source": "Solidot", "source_id": "solidot", "source_url": "https://www.solidot.org/", "category": "安全", "tags": [ "AI", "Bug悬赏", "安全" ], "published": "Mon, 05 Oct 2026 22:27:52 +0800", "published_at": "2026-10-05T22:27:52+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "因大量无效 AI bug 报告，Google 宣布冻结 OSS VRP，10 月 1 日生效，计划 2027 年第一季度更新，鼓励参与者转向其他奖励计划。", "original_summary": "因涌入大量无效的 AI bug 报告，Google 宣布冻结其 Bug 悬赏计划 Open Source Software Vulnerability Reward Program (OSS VRP)，该决定于 10 月 1 日生效。Google 承诺将于 2027 年第一季度提供相关更新，期间将对该项目进行调整。Google 鼓励参与者探索其它 bug 奖励计划。大模型以及 Bug 搜寻自动化脚本的流行，导致了 OSS VRP 项目涌", "localized": true, "stale": false }, { "id": "e81b1dea7ce0fb42", "title": "Asta 开源快速报告生成模型 AstaBrief", "original_title": "Open-sourcing AstaBrief, the fast report-generation model in Asta", "url": "https://huggingface.co/blog/allenai/astabrief", "source": "Hugging Face Blog", "source_id": "huggingface-blog", "source_url": "https://huggingface.co/blog", "category": "AI 模型", "tags": [ "AstaBrief", "开源", "报告生成" ], "published": "Fri, 02 Oct 2026 15:19:50 GMT", "published_at": "2026-10-02T23:19:50+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Asta 开源其内部的快速报告生成模型 AstaBrief", "original_summary": "", "localized": true, "stale": false }, { "id": "c38af6e5cae43e23", "title": "GPT-6 系列模型指南", "original_title": "A model guide for the GPT-6 family", "url": "https://openai.com/index/practical-guide-building-gpt-6", "source": "OpenAI News", "source_id": "openai-news", "source_url": "https://openai.com/news/", "category": "AI 模型", "tags": [ "GPT-6", "推理调优", "生产工作流" ], "published": "Fri, 02 Oct 2026 16:15:00 GMT", "published_at": "2026-10-03T00:15:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "教你如何选择 GPT-6 模型、调整推理强度、优化提示与技能、协调工具并准备生产级工作流。", "original_summary": "Learn how startups can choose GPT-6 models, tune reasoning effort, improve prompts and skills, coordinate tools, and prepare workflows for production.", "localized": true, "stale": false }, { "id": "fe0411f88661ca91", "title": "Instinct群聊功能上线，支持无账户好友共用AI代理", "original_title": "Instinct brings its AI agent to group chats, even for friends without an account", "url": "https://techcrunch.com/2026/10/05/instinct-brings-its-ai-agent-to-group-chats-even-for-friends-without-an-account", "source": "TechCrunch AI", "source_id": "techcrunch-ai", "source_url": "https://techcrunch.com/category/artificial-intelligence/", "category": "AI 模型", "tags": [ "AI代理", "群聊", "权限" ], "published": "Mon, 05 Oct 2026 18:54:30 +0000", "published_at": "2026-10-06T02:54:30+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Instinct推出群聊，支持用户与无账户好友共同使用AI代理完成行程规划、拼车等任务，且个人账号保持独立。", "original_summary": "Instinct is launching group chats that let friends use its AI agent together for tasks like planning trips, organizing carpools, and coordinating events. The company says personal accounts remain separate, with permissio", "localized": true, "stale": false }, { "id": "cffc2d16a6eee3ae", "title": "Muse为亲友创建详细档案", "original_title": "Muse Creates Detailed Profiles of All Your Friends and Family", "url": "https://www.wired.com/story/muse-creates-detailed-profiles-of-all-your-friends-and-family", "source": "Wired AI", "source_id": "wired-ai", "source_url": "https://www.wired.com/tag/artificial-intelligence/", "category": "安全", "tags": [ "隐私", "AI代理", "Meta" ], "published": "Sat, 03 Oct 2026 12:00:00 +0000", "published_at": "2026-10-03T20:00:00+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "Meta的AI代理Muse被数百万人下载，但使用需付出隐私代价。", "original_summary": "Millions have downloaded Meta’s AI agent Muse. But getting it to do your bidding comes with privacy costs.", "localized": true, "stale": false }, { "id": "f162984f0c583719", "title": "德克萨斯州城市要求200万美元获取Flock使用记录", "original_title": "Texas city demands $2M for public records on Flock usage", "url": "https://arstechnica.com/tech-policy/2026/10/texas-city-demands-2m-for-public-records-on-flock-usage", "source": "Ars Technica", "source_id": "arstechnica", "source_url": "https://arstechnica.com/", "category": "安全", "tags": [ "Flock", "公共记录", "价格" ], "published": "Mon, 05 Oct 2026 20:31:12 +0000", "published_at": "2026-10-06T04:31:12+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "追踪警察使用Flock的公共记录价格因反弹而上涨", "original_summary": "Prices of public records tracking cops' use of Flock go up as backlash swells.", "localized": true, "stale": false }, { "id": "d0a21cd5ee938559", "title": "限时28天！OpenAI承诺没新功能就重置，网友：只想要Opus", "original_title": "限时28天！OpenAI承诺没新功能就重置，网友：只想要Opus", "url": "https://www.qbitai.com/2026/10/501700.html", "source": "量子位", "source_id": "qbitai", "source_url": "https://www.qbitai.com/", "category": "AI 模型", "tags": [ "OpenAI", "Opus", "限时体验" ], "published": "Mon, 05 Oct 2026 02:50:46 +0000", "published_at": "2026-10-05T10:50:46+08:00", "fetched_at": "2026-10-06T16:21:13.458467+08:00", "summary": "OpenAI 推出限时 28 天活动，承诺若无新功能则重置，开发者更期待 Opus 相关体验", "original_summary": "有改进就体验，没改进就重置，横竖不亏。", "localized": true, "stale": false } ], "news_generated_at": "2026-10-06T16:21:13.458467+08:00", "news_sources": [ { "id": "github-blog", "name": "GitHub Blog", "url": "https://github.blog/", "status": "ok", "last_success_at": "2026-10-06T16:21:13.458467+08:00" }, { "id": "huggingface-blog", "name": "Hugging Face Blog", "url": "https://huggingface.co/blog", "status": "ok", "last_success_at": "2026-10-06T16:21:13.458467+08:00" }, { "id": "openai-news", "name": "OpenAI News", "url": "https://openai.com/news/", "status": "ok", "last_success_at": 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