Better tools made Copilot code review worse. Here’s how we actually improved it.
📅 2026-07-10 · 来源：GitHub Engineering
本简报为多源 AI Agent 资讯汇总，每条均来自下方列表中的权威源，分类顺序：📚 学术 / 研究 → 🛠️ 工程实践 → 🏢 官方动态 / 📰 综合媒体 / ✉️ Newsletter / 🇨🇳 中文圈 等。共抓取 1480 条 RSS 候选 → 关键词命中 83 条 → 去重后 83 条。
🛠️ 🛠️ 工程实践
Automating cross-repo documentation with GitHub Agentic Workflows
📅 2026-07-09 · 来源：GitHub Engineering
Agent-driven development in Copilot Applied Science
📅 2026-04-01 · 来源：GitHub Engineering
✉️ ✉️ Newsletter / 独立博客
[AINews] not much happened today
📅 2026-07-11 · 来源：Latent Space
[AINews] OpenAI launches GPT 5.6 Sol/Terra/Luna, Codex becomes ChatGPT superapp
📅 2026-07-10 · 来源：Latent Space
Quoting OpenAI
📅 2026-07-10 · 来源：Simon Willison
The new GPT-5.6 family: Luna, Terra, Sol
📅 2026-07-10 · 来源：Simon Willison
llm-meta-ai 0.1
📅 2026-07-10 · 来源：Simon Willison
llm 0.31.1
📅 2026-07-10 · 来源：Simon Willison
[AINews] SpaceXAI launches Grok 4.5, first Opus-class model post Cursor acquisition
📅 2026-07-09 · 来源：Latent Space
Why AI Infrastructure must evolve for Agent Experience — Akshat Bubna, Modal CTO
📅 2026-07-09 · 来源：Latent Space
Grok x Cursor
📅 2026-07-09 · 来源：Ben's Bites
Vercel's Andrew Qu on why agents are a new kind of software
📅 2026-07-03 · 来源：Latent Space
Using Local Coding Agents
📅 2026-06-27 · 来源：Ahead of AI (Sebastian Raschka)
Claude Code in Slack
📅 2026-06-25 · 来源：Ben's Bites
New Claude model - Fable
📅 2026-06-11 · 来源：Ben's Bites
Build tools, to build more
📅 2026-06-04 · 来源：Ben's Bites
My Workflow for Understanding LLM Architectures
📅 2026-04-18 · 来源：Ahead of AI (Sebastian Raschka)
Components of A Coding Agent
📅 2026-04-04 · 来源：Ahead of AI (Sebastian Raschka)
A Dream of Spring for Open-Weight LLMs: 10 Architectures from Jan-Feb 2026
📅 2026-02-25 · 来源：Ahead of AI (Sebastian Raschka)
🇨🇳 🇨🇳 中文圈
苹果甩出41页PDF怒告OpenAI“偷师”其核心机密！网友：早知道就等印度开源了
📅 2026-07-12 · 来源：InfoQ 中文
GPT-5.6一小时解开50年数学猜想，700词Prompt驾驭64个子Agent
📅 2026-07-11 · 来源：量子位
Airbnb 分享 Kubernetes 动态配置 Sidecar Sitar-agent 的架构
📅 2026-07-11 · 来源：InfoQ 中文
GPT-5.6一发布，Claude终于舍得重置Fable 5额度了
📅 2026-07-10 · 来源：量子位
日均提问次数暴增 20 倍！百度搭子宣布重磅升级，企业版同步发布
📅 2026-07-10 · 来源：量子位
精彩预告：从看见问题到解决问题，Agent 正重新定义可观测？
📅 2026-07-10 · 来源：InfoQ 中文
GPT-5.6全面围剿Claude Fable 5，“超级应用”ChatGPT Work上位，Altman紧急澄清：不会取代Coedx
📅 2026-07-10 · 来源：InfoQ 中文
独家 | 智谱创始人唐杰发内部信：「GLM 时刻」之后，什么是更重要的事
来源：36氪 AI
9点1氪丨“国产存储第一股”长鑫科技公布承销团阵容；SK海力士登陆美股，上市首日大涨近13%；OpenAI推出ChatGPT智能体
来源：36氪 AI
8点1氪丨老乡鸡五年五次冲击上市失败；两款燃油车重回销量榜前十；长鑫科技披露招股意向书，预计7月16日发行
来源：36氪 AI
智谱CEO唐杰发内部信：“GLM 时刻”和万亿俱乐部之后，什么是更重要的事
来源：36氪 AI
🏢 🏢 官方动态
OpenWiki Brains：面向 AI Agent 的主动记忆
📅 2026-07-11 · 来源：LangChain Blog · 原文：OpenWiki Brains: Proactive Memory for AI Agents
langchain-openai==1.3.5
📅 2026-07-11 · 来源：LangChain Release (GitHub)
langchain==1.3.13
📅 2026-07-11 · 来源：LangChain Release (GitHub)
langgraph-cli==0.4.31
📅 2026-07-11 · 来源：LangGraph Release (GitHub)
德国电信如何用 AI 重塑电信业务
📅 2026-07-10 · 来源：OpenAI News · 原文：How Deutsche Telekom is rewiring telecommunications with AI
langchain-fireworks==1.4.4
📅 2026-07-10 · 来源：LangChain Release (GitHub)
langgraph==1.2.9
📅 2026-07-10 · 来源：LangGraph Release (GitHub)
侧边对话与会话检索
📅 2026-07-10 · 来源：Cursor Changelog · 原文：Side Chats and Conversation Search
ChatGPT 成为你最雄心勃勃工作的伙伴
📅 2026-07-09 · 来源：OpenAI News · 原文：ChatGPT is now a partner for your most ambitious work
GPT-5.5 生物漏洞悬赏
📅 2026-07-09 · 来源：OpenAI News · 原文：GPT-5.5 Bio Bug Bounty
改进 Agent 是个数据挖掘问题
📅 2026-07-09 · 来源：LangChain Blog · 原文：Improving Agents is a Data Mining Problem
Deep Agents 在 NVIDIA NemoClaw 上运行
📅 2026-07-09 · 来源：LangChain Blog · 原文：Deep Agents Code on NVIDIA NemoClaw
调优 Harness 而非模型：Nemotron 3 Ultra 实践手册
📅 2026-07-09 · 来源：LangChain Blog · 原文：Tuning the harness, not the model: a Nemotron 3 Ultra playbook
LangChain 与 NVIDIA 联合发布 NemoClaw Deep Agents Blueprint
📅 2026-07-09 · 来源：LangChain Blog · 原文：LangChain and NVIDIA Launch NemoClaw Deep Agents Blueprint
我们对政府与国家安全合作的立场
📅 2026-07-08 · 来源：OpenAI News · 原文：Our approach to government and national security partnerships
Gemini API 托管 Agent 升级：后台任务、远程 MCP 等
📅 2026-07-07 · 来源：Google AI Blog · 原文：Expanding Managed Agents in Gemini API: background tasks, remote MCP and more
langgraph==1.2.8
📅 2026-07-07 · 来源：LangGraph Release (GitHub)
1.15.2a2
📅 2026-07-02 · 来源：CrewAI Release (GitHub)
1.15.2a1
📅 2026-07-01 · 来源：CrewAI Release (GitHub)
解锁英国下一轮生产力：打造 AI 先行者之国
📅 2026-06-30 · 来源：Google AI Blog · 原文：Unlocking Britain’s next era of productivity: Building a nation of AI trailblazers
Team Marketplace 中的 MCP 与组织
📅 2026-06-30 · 来源：Cursor Changelog · 原文：MCPs and Organizations in Team Marketplaces
Cursor 推出 iOS 移动版应用
📅 2026-06-29 · 来源：Cursor Changelog · 原文：Cursor Mobile App for iOS
1.15.1
📅 2026-06-27 · 来源：CrewAI Release (GitHub)
我们如何用 Gemini 构建 Google I/O 2026
📅 2026-06-02 · 来源：Google AI Blog · 原文：How we used Gemini to build Google I/O 2026
python-v0.7.5
📅 2025-09-30 · 来源：AutoGen Release (GitHub)
python-v0.7.4
📅 2025-08-20 · 来源：AutoGen Release (GitHub)
python-v0.7.3
📅 2025-08-19 · 来源：AutoGen Release (GitHub)
📰 📰 综合 AI 媒体
NVIDIA 基于 Tile 的 GPU 编程指南：从 cuTile 与 Triton 内核到 Flash Attention
📅 2026-07-12 · 来源：MarkTechPost · 原文：A Coding Guide to NVIDIA’s Tile-Based GPU Programming: From cuTile and Triton Kernels to Flash Attention
OpenAI 押注家庭场景，ChatGPT 深入千家万户
📅 2026-07-11 · 来源：TechCrunch AI · 原文：OpenAI bets on families as ChatGPT goes deeper into households
Apple 起诉 OpenAI 涉嫌窃取商业秘密
📅 2026-07-11 · 来源：TechCrunch AI · 原文：Apple sues OpenAI over alleged trade secret theft
Hugging Face Clem Delangue：开源 AI 比以往更重要
📅 2026-07-11 · 来源：TechCrunch AI · 原文：Open source AI matters more than ever, according to Hugging Face’s Clem Delangue
OpenAI 安全负责人即将离职
📅 2026-07-11 · 来源：Wired AI · 原文：OpenAI’s Head of Safety Is Leaving the Company
Apple 起诉 OpenAI 指控窃取硬件机密
📅 2026-07-11 · 来源：Wired AI · 原文：Apple Is Suing OpenAI for Allegedly Stealing Hardware Secrets
蚂蚁集团 Robbyant 发布 LingBot-VA 2.0：面向物理 AI 的因果视频-动作模型
📅 2026-07-11 · 来源：MarkTechPost · 原文：Ant Group’s Robbyant Unveils LingBot-VA 2.0: A Causal Video-Action Model Built Natively for Physical AI
Kyutai 开源 MuScriptor：专攻多乐器音乐转 MIDI 的解码器-only Transformer
📅 2026-07-11 · 来源：MarkTechPost · 原文：Kyutai Releases MuScriptor: An Open-Weight Decoder-Only Transformer for Multi-Instrument Music Transcription to MIDI
构建 T4 友好的自主数据科学 Agent：DeepAnalyze-8B、沙箱代码执行与迭代分析
📅 2026-07-11 · 来源：MarkTechPost · 原文：How to Build a T4-Friendly Autonomous Data Science Agent with DeepAnalyze-8B, Sandboxed Code Execution, and Iterative Analysis
Hugging Face CEO：企业不再满足于"租用"AI
📅 2026-07-10 · 来源：TechCrunch AI · 原文：Hugging Face’s CEO on why companies are done renting their AI
OpenAI 称 GPT 5.6 成 Microsoft Copilot 365 "首选模型"，分手传闻四起
📅 2026-07-10 · 来源：TechCrunch AI · 原文：OpenAI says GPT 5.6 is the ‘preferred model’ for Microsoft Copilot 365 amid breakup chatter
OpenAI AGI 部署 CEO Fidji Simo 即将卸任
📅 2026-07-10 · 来源：Wired AI · 原文：OpenAI’s CEO of AGI Deployment, Fidji Simo, Is Stepping Down
Anthropic 想让你为 Claude Fable 5 付费
📅 2026-07-10 · 来源：Wired AI · 原文：Anthropic Wants You to Pay Up for Claude Fable 5
The Download: Claude’s inner workings and OpenAI’s “super app”
📅 2026-07-10 · 来源：MIT Technology Review
Anthropic found a hidden space where Claude puzzles over concepts
📅 2026-07-10 · 来源：MIT Technology Review
The Download: your stake in OpenAI, and the Treasury’s AI warning
📅 2026-07-07 · 来源：MIT Technology Review
The foundational elements of AI architecture that IT leaders need to scale
📅 2026-07-07 · 来源：MIT Technology Review
Last Week in AI #341 - Musk loses to OpenAI, Google's IO updates, OpenAI solves Erdős
📅 2026-05-27 · 来源：Last Week in AI
LWiAI Podcast #246 - Gemini 3.5 + Omni, Musk Loses, OpenAI vs Erdős
📅 2026-05-26 · 来源：Last Week in AI
Google just redesigned the search box for the first time in 25 years — here’s why it matters more than you think.
📅 2026-05-20 · 来源：VentureBeat AI
LWiAI Podcast #245 - TML-Interaction, Claude For Legal, Sam Altman on Stand
📅 2026-05-20 · 来源：Last Week in AI
Last Week in AI #340 - OpenAI vs Musk + Microsoft, DeepSeek v4, Vision Banana
📅 2026-05-05 · 来源：Last Week in AI
Claude Code costs up to $200 a month. Goose does the same thing for free.
📅 2026-01-19 · 来源：VentureBeat AI
Salesforce rolls out new Slackbot AI agent as it battles Microsoft and Google in workplace AI
📅 2026-01-13 · 来源：VentureBeat AI
Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required
📅 2026-01-12 · 来源：VentureBeat AI
🎯 推荐订阅组合
👤 TechCrunch AI VentureBeat AI Wired AI MIT Tech Review 量子位 36氪 AI Last Week in AI
👤 LangChain Blog Latent Space Simon Willison Hacker News Show (AI agent) OpenAI News HuggingFace Blog AutoGen Release (GitHub) CrewAI Release (GitHub) Cursor Changelog
👤 arXiv cs.AI HuggingFace Blog Lil'Log (Lilian Weng) Ahead of AI (Sebastian Raschka) Import AI (Jack Clark) Google AI Blog
👤 量子位 36氪 AI InfoQ 中文 TechCrunch AI Latent Space MarkTechPost
⚠️ 调研局限声明
关键词过滤会漏掉一些边缘相关的报道（如不出现 'agent'/'智能体' 等关键词的纯模型发布）。RSS 抓取受网络限制：部分站点（如 Reddit 子版块、部分中文站点）curl 可能失败。时间窗口为近 7 天内发布的文章。