GitHub Releases ·
langgraph-sdk==0.4.12
Changes since sdk==0.4.11 release(sdk-py): 0.4.12 ( #9569 ) feat(sdk-py): remove fairness_weight from PrioritySettings ( #9441 ) fix(sdk-py): rejoin a run stream that closes before the run ends ( #9554 )
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V2EX ·
[问与答] 用 claude code 和 codex，应该走什么订阅性价比最高？
主要学习用途，一直用的 dsv4 + hermes 。 想换换 agent 。 看了 commandcode goat ，是提供的，但这个和直接用官方的订阅有什么区别？ 毕竟请求要先路由到 comanndcode ，就这一个区别？
Hacker News ·
Show HN: Replacing Turn-Based LLM Agents with SQLite and System One Models
由 Alexandros84 提交。Hacker News 最近记录 1 票、0 条评论，观测日期为 2026年11月4日（UTC）。
TechCrunch ·
CrowdStrike to shell out nearly $500M for 2 AI security startups as the market for securing agents takes off
CrowdStrike said it will buy Fiddler AI, which makes AI agent observability software, and Dreadnode, which helps companies automate AI security testing.
V2EX ·
[分享创造] 如果 iPhone Duo 运行 iOS 18：一个 flutter 应用的适配尝试
周末试着把五年前用 flutter 写的开源 RSS 客户端适配了 iPhone Duo 。 因为全部页面都是用 iOS 26 以前风格的 cupertino_ui 写的，个人又不是特别喜欢液态玻璃的各种圆按钮，所以没有按苹果的设计规范来适配。 参照了微信读书的思路，通过 preferredVerticalBarBehavior: UIVerticalBarBehavior 把状态栏横过来，然后把顶部导航栏和状态栏放在同一行，让主要界面铺满整个屏幕。个人觉得效果看起来还算过得去。 GitHub: https://github.com/yang991178/fluent-reader-lite App Store: https://apps.apple.com/app/id1549611796
V2EX ·
[分享创造] 给孩子整理了一组恐龙交互演示： 64 个，浏览器里能转着看三维复原
陪孩子学习时做起来的交互演示网站，最近做了恐龙专题，一共 64 个演示，打开浏览器就能玩，看不用登录。网站： https://gewujian.cn 恐龙与远古爬行动物（ 52 种）： https://gewujian.cn/topics/3rtJmOpiescIKQd4qoH24A 关于恐龙的十二个问题： https://gewujian.cn/topics/dSg0HucUqW5yOr_r_rjh2A 孩子看恐龙书，常问「它真的长这样吗？」「颜色是怎么知道的？」。所以这组演示最在意的一件事，是把 知道的 和 猜的 分开：每条关于身体、行为、颜色的说法前面都有小标记，标明是化石看到的、有证据的推测，还是想象；还有争议的，把几种说法并排讲；每条后面的小数字点开就是出处。 几个我自己比较喜欢的： 霸王龙 ：三维复原，拖动转着看、滚轮放大，可以让它张嘴，还能切换「有嘴唇 / 没嘴唇」两种复原，这件事到现在还有争议。拖滑杆让身体变透明，能看到里面的骨架。体长、体重按 Sue 这具骨架来比，顺便比一比它有几头大象重。 霸王龙见过剑龙吗？ ：一面岩壁，越往下越老，一站一站往下挖。挑两只恐龙，先猜
Hacker News ·
Show HN: Tmux-restore saves tmux windows and agent sessions across reboots
由 boldi 提交。Hacker News 最近记录 19 票、5 条评论，观测日期为 2026年11月7日（UTC）。
Hacker News ·
Tell HN: Sharing recent (terrible) interview experience with Google
Hi, I just wanted to share my recent experience interviewing with Google L4 software engineering role (onsite role for Cloud but interview was on Google Meet), and I already shared this with the recruiter, but I wanted to share it here as well. I had an AI coding interview on Wednesday and was informed on Friday that I would not be moving forward. I invested significant time preparing, but unfortunately, I don't feel I was given a fair opportunity to demonstrate my skills. Much of the 45-minute
Hugging Face ·
StateBench: Testing how language models track state changes over long documents
Hugging Face 的公开文章，完整内容可在来源页面查看。
Hacker News ·
Show HN: SIE Serverless – managed inference powered by self-hostable stack
Today we are launching SIE Serverless - a managed inference product focused on small models. It’s useful for spiky workloads on 20+ task specific workloads across Search, OCR and Agentic execution. Sign up for a $500 credits launch grant after making an account :-) It’s powered by our open source inference engine that has received thousands of github stars in the last few months, battle-tested across finance, legal & tech. We believe that self-hosting is going to be critical given all the tr
TechCrunch ·
Anthropic is still grappling with the economics of compute
At a moment when Anthropic's compute margins should be getting better, they’re getting worse.
Product Hunt ·
TrackEdge
Hidden AI buttons on your MacBook’s trackpad
Product Hunt ·
Sendoff
Say "send it." to automatically email your list
Product Hunt ·
Basedash Verified dashboards
Show your team which dashboards to trust
TechCrunch ·
Rivian spinout Also was working on an e-moto project in Kenya — until it walked away
Also co-founder and president Chris Yu told TechCrunch that he wanted to prioritize autonomous vehicles.
Hacker News ·
Show HN: Oathshaper – A BioWare Inspired Open RPG Game Engine
Hey HN! I’ve been building an open RPG game engine called Oathshaper. It’s current incarnation was created with Godot and inspired by the BioWare classics (Jade Empire, Mass Effect, Knights of the Old Republic, Dragon Age, etc.) The storytelling, voice acting and actions that have consequences in those games have always found a place in my heart. A few weeks back I was showing my son how each BioWare game had different combat mechanics on a Steam Deck and I was inspired to create Oathshaper to m
Hacker News ·
Show HN: Cinnamon - a household AI agent with private and shared context
由 mv4 提交。Hacker News 最近记录 1 票、0 条评论，观测日期为 2026年11月4日（UTC）。
Product Hunt ·
DearCameo
Social network where only the dead have accounts — DearMate
Hacker News ·
fine tuned decision model for agent memory
future of ai products imho
Hacker News ·
Gitbook Breached
We opened a ticket with support about Gitbook availability issues and got this in reply. We have yet to see any official customer communication or breach notification. Apologies for the formatting, did the best I could as it's a mobile paste. Update: GitBook security incident update Hey <$name>, The GitBook app, the GitBook API, and published docs are available again. A few services may still be degraded as we finish restoring everything to full performance. *What happened* GitBook has bee
Hacker News ·
The Ubuntu 26.04 Rust sudo is not compatible with standard sudo
由 wondersky 提交。Hacker News 最近记录 21 票、7 条评论，观测日期为 2026年11月6日（UTC）。
Hugging Face ·
Palette: teaching a small model to build decks in your design language
Hugging Face 的公开文章，完整内容可在来源页面查看。
TechCrunch ·
Google will let schools disable its AI tools, but not without sacrificing Search
Schools choosing to restrict AI altogether will no longer be able to access Google Search, as AI features are now integrated into the search engine.
Hacker News ·
Can GROUP BY still be optimized after all these years?
由 ntur1337 提交。Hacker News 最近记录 84 票、14 条评论，观测日期为 2026年11月7日（UTC）。
Simon Willison ·
Qwen 3.8 27B on my laptop can interpret model weights, too
Yesterday's hot paper was Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights by Rikiya Takehi, Jayden Teoh, Alex Zhang, and Omar Khattab. The paper (OK, the authors classify is as a "blog post", but it's paper-shaped) found that frontier models, in particular GPT-6 Astra, can both interpret and modify the raw weights of a machine learning model - literally a text description of the model containing a bunch of floating point numbers. I've been playing wi
V2EX ·
[分享创造] 给女儿和家人做了个英语跟读小程序，也想请 V 友试试
起初只是想给女儿和家人做一个轻便的英语跟读工具，后来自己反复用、反复改，慢慢打磨成了「小鹿每日英语跟读」。 每天挑一个喜欢的小故事，花一分钟听听、跟读、录下来，还可以用智能分析找找下一遍能改进的地方。内容、配图和交互都花了不少心思，希望练英语这件事能舒服一点，少一点负担。 个人项目，没什么宏大目标，就是想做个家里人愿意一直用的小工具，也是第一次尝试用微信的流量主能力。也推荐有类似需求的 V 友试试，在微信搜索「小鹿每日英语跟读」即可。 哪里不好用、文章难不难、有什么想法，都欢迎直接反馈，我会继续慢慢打磨
V2EX ·
[分享创造] libcr 项目组发布多页签的文件管理器 crFiles 1.6.8， 内置 Android 快速分享协议支持
macOS 和 Linux 版本下载： https://github.com/libcr/crFiles/releases crFiles 是一款 C++实现的多页签多分栏的文件管理器，基于 chromium 156 内置 Android Quick Share 协议支持，方便 Android 设备发送和接收文件 已在 Pixel 手机 及 Windows 版本的 QuickShare 应用上测试通过 1. 支持 Nearby sharing, 局域网快速文件分享 2. 支持多页签多分栏模式 3. 内置视频，图片和 PDF 等文件的预览 4. 独立进程实现文件快速查找 5. 支持对文件和文件夹的标签 Windows 版本，微软商店下载： https://apps.microsoft.com/store/detail/9NCC8M0F2D2W?cid=DevShareMCLPCS
GitHub Issues ·
[BUG] Gemma 4 assistant models fail to build since KV sharing was formalized
huggingface/transformers 仓库的第 50316 号公开问题报告，完整描述与讨论可在原始 Issue 查看。
V2EX ·
[推广] 你是不是想知道自己颜值几分？我做了个网站进行面诊
如果你想知道自己是什么脸型，面部对称度、平衡度、立体感、肤色如何，想进行面诊改善面部肌肤问题，想美容变美，这个网站适合你，它能代替面诊师，知道你脸部缺陷，可通过调整哪些细节改善面容，让你变得更美。 欢迎来试试吧！ https://attractiveness-test.co/
Product Hunt ·
backlane
Manage marketplaces in ChatGPT and Claude via MCP