Pai 的 AI 雷达
含近几日仍热话题，按时间衰减排序。今天先看 siteboon/claudecodeui，其次 punkpeye/fastmcp。并行还有 pull_request_target blocked by default December 2、Introducing the Grid Protectors Program。
Starting December 2, 2026, GitHub Actions will block pull_request_target events by default in all public repositories, unless an applicable Actions event policy explicitly allows them. Enforcement was previously scheduled for November 2, 2026. GitHub introduced this default rule
OpenAI’s Grid Protectors Program will work with utilities to help future compute campuses support grid reliability and protect consumer electricity costs.
Configuring and optimizing Kubernetes for new GPU hardware such as NVIDIA Vera Rubin is complex and error-prone. Drivers, kernels, runtimes, networking, operators, and schedulers must work together, with settings tuned to the hardware and workload. Small mismatches can prevent wo
Here are Google’s latest AI updates from October 2026
Physical AI developers working with world models face two distinct challenges: adapting models to their sensors, tasks, and data, and getting those models into applications reliably. NVIDIA Cosmos addresses each. Cosmos is a platform of world foundation models and development too
The GitHub code security risk assessment and secret risk assessment now show whether findings are in protected or unprotected repositories, helping you identify where to extend your security coverage. Organization admins and security managers can start an assessment by going to A
arXiv:2610.41172v1 Announce Type: cross Abstract: Retrieval-augmented generation is becoming agentic. A search harness writes queries, reads results, reformulates, and decides when to stop. This largely solves accuracy: a harness with only BM25/grep and MiniMax M3 answers 85% of
Goldman Sachs is pulling AI coding tools like Claude Code and GitHub Copilot from traders and bankers, limiting access to engineers only. As recently as July, CIO Marco Argenti publicly praised "vibe coding" by non-technical staff. Now the bank cites "productivity and risk manage
New in the Messages API, send your conversation once, and the API receives only what’s new with every turn.
Qodo brings company knowledge and coding standards into Codex, helping developers catch P0 issues across repositories before opening a pull request.
📌 一句话摘要 本文分析了抽签售票模式的优势与局限，探讨了 AI 时代对传统抢票制的冲击及其对演出生态的潜在变革。 📝 详细摘要 文章围绕陈奕迅在香港演艺学院歌剧院举办的 26 场沉浸式录音演出展开，介绍了该场演出采用抽签分配门票的模式，使得购票过程更加便捷。随后，作者回顾了抽签售票在国内外的先例，包括日本成熟的志愿填报制度，以及北京奥运、广州亚运等大型活动的尝试。文章进一步分析了抢票制的经济合理性——它能快速回笼成本、制造热度，但也伴随黄牛问题。最后，作者指出 AI Agent 和 Vibe Coding 正在消除抢票的技术门槛，人类与售票网站的竞争正
📌 一句话摘要 DeepSeek 开源 Super-agent 架构，提出 Router-Worker 双层设计，实现 AI 自主派活、主动找活、持续跟进，聚焦多 Agent 协作的效率与可靠性问题。 📝 详细摘要 文章聚焦 DeepSeek Harness 团队发布的 Super-agent 技术方案，旨在解决单个 AI 能干但多 AI 协作仍需人工协调的痛点。作者从 AI 自给 AI 派活、主动发现问题、持续跟进任务三个维度阐述 Super-agent 的设计理念，并介绍了 Router-Worker 双层架构、两级消息过滤、异步执行、存算分离和 W
Anthropic has updated Claude Code's system prompt to prevent the AI tool from being used to recreate existing video games, as reported by Tom's Hardware . Retro gaming is currently being overrun with AI-made decompilations, recompilations, and ports , but while Anthropic will sti
Hey HN, we’re Wei-Wei and Jeff. We’re building Momentic, QA agents that autonomously plan, explore, and bug-bash controls and user flows in your web, iOS, Android, and (soon) desktop apps to catch bugs. Here’s a demo: https://youtu.be/BFsM-Se1Fh8 We’re both software engineers tha
Grok vs. Dot vs. Muse vs. Claude Duet: which one crushes the competition? Listen now on YouTube • Spotify • Apple Podcasts Brought to you by: WorkOS —Make your app enterprise-ready, with SSO, SCIM, RBAC, and more Firecrawl —Give your AI agents web data and beyond In this solo epi
Open-source self-improving memory for AI coding agents Discussion | Link
The first AI agent to present your slides and attend for you Discussion | Link
Two startups tackling the data center water problem are joining forces in a $16 million deal.
AI Agent 的下一个瓶颈，就是人类自己。 AI 能够同时完成的任务越来越多，人类管理这些任务的注意力却没有同步增长。 给大家看下我的 Codex 项目，每次想找到某个项目迭代，都要翻好久。 OpenAI 推出 Dots 后可缓解这个问题，但目前优化的不好，项目会话能轻松搞定的事，Dots 反而搞不定。 为啥不能通过一个主 Agent 实现所有项目的管理开发？ DeepSeek 团队最近提出Super-agent 构架，也是来源于类似观察。 人注意力相当有限，通常只能跟进 3~5 个活跃 Session 。 https://mp.weixin.qq.
Mark Zuckerberg's Meta made AI look so stinking cute by giving it a squishy little face - and this holiday season, he wants to sell you a Muse Charm so you can carry your jolly AI helper around like a Tamagotchi. But I won't be buying one, because we have Muse Charm at home . It
As an engineer-focused newsletter we only very rarely let financial stories through (our last example was Jan 2025 ), but when this is about the future of Google and Google Search , with a recently departed AI leadership, you cannot not care. At its heart is the tension between o
Sources tell WIRED that an Accenture employee’s personal Claude agent ran on a DOD network for two months before it was identified and the vulnerability could be patched.
This month Elorian launched its first visual reasoning model , Glimpse . It’s being promoted as “a new category of visual thinking model: a system that reasons about the physical world from what it sees.” View post on X ↗ So how does Glimpse compare to both frontier models and wo
PLUS: Boston Dynamics workers try to block ICE deal
Let’s talk about this… Where do I even start? It seems like a lot of people are feeling this too. The constant barrage of new products, models, capabilities, threats, whatever is one thing. But seeing people with 20 personal agents for managing their social content or just life.