一款融合Linux风格的Mac个人AI助手，能学习用户操作并主动预测需求，让你的数字化生活更智能。
Hi HN! I've been spending the past month on PAI, a Linux-esque harness for a personal assistant AI for your Mac. Instead of giving a chatbot a bunch o…
不说“该改哪个文件”，只说“实现登录”——Limboo是本地优先的AI开发操作系统，让编码代理直接执行。
Article URL: https://github.com/BotCoder254/limboo Comments URL: https://news.ycombinator.com/item?id=48790218 Points: 2 # Comments: 0
让你的工作空间拥有24/7不停歇的AI代理，自动处理Slack推送和CRM个性跟进，运营效率翻倍。
Appaca is my third pivot. A couple of years ago, I started working on an idea on no-code platform that generates code. The goal is to help devs and ag…
用AI代理自动管理客户关系，让你从繁琐的CRM操作中解放出来，专注真正重要的业务。
The M in CRM shouldn't be you Discussion | Link
一款AI工作空间，让智能代理理解你的工作并主动询问，提升效率新体验。
AI workspace for agents that know your work and ask first Discussion | Link
OpenAI推出三门免费课程，手把手教你将AI融入日常工作，打造可复用工作流并应用智能代理。
OpenAI introduces three Academy courses that help people build practical AI skills, create repeatable workflows, and apply agents in everyday work.
火山引擎Agent Plan提供智能代理与代码开发计划，9.9元/月起，助力AI创新研究。
IT之家 6 月 8 日消息，今日下午，2026 年北京市高考英语科目结束。据央视新闻报道，作文题又再见我们的“老朋友”李华。 假设你是红星中学高三学生李华。你们学校上个月开展了 “当运动遇见 AI” （When Sports Meet AI）的主题活动，你的外国好友 Jim 对此很感兴趣，发来邮件…
基于LLM打造通用图灵机，支持可恢复可观察的智能代理执行
Hi, I built TuringLLM to see how far we could go with a universal execution model totally controlled by an LLM. The basic idea: use the LLM for the st…
首个系统性评估AI代理自动修复计算机网络配置错误的能力，揭示代理性能与关键影响因素
arXiv:2606.06212v1 Announce Type: new Abstract: Misconfigurations in computer networks remain a major source of critical Internet outages. Research is…
融资2亿美元，Coralogix豪赌AI代理监控成为下一波刚需。
The Series F round values Coralogix at $1.6 billion and comes less than a year after its previous raise.
微软推出永不掉线的AI同事Scout，重新定义知识工作者自动化协作新方式
https://web.archive.org/web/20260602180553/https://www.wired... Comments URL: https://news.ycombinator.com/item?id=48374484 Points: 2 # Comments: 0
让团队成员和AI智能体一键速拨，重塑团队沟通体验的语音电话工具。
Get your whole team (humans and agents!) on speed dial Discussion | Link
MCP服务器增量再生新方案，利用Spec-Aware转换提升智能代理API交互效率。
arXiv:2605.28148v1 Announce Type: cross Abstract: The rapid development of LLMs coupled with the introduction of Model Context Protocol (MCP) has revo…
Ahrefs数据加持的AI营销代理，智能分析、自动执行，营销效率新高度。
The AI Marketing Agent Powered by Ahrefs Data Discussion | Link
将记忆机制融入大语言模型，打造能处理真实长周期电商购物任务的智能体，解决偏好跟踪与落地难题。
arXiv:2603.14864v2 Announce Type: replace Abstract: In e-commerce, LLM agents show promise for shopping tasks such as recommendations, budget manageme…
开源多智能体法律系统，用AI代理处理法律流程，Apache 2.0许可，值得法律科技爱好者关注
Article URL: https://github.com/AnttiHero/lavern Comments URL: https://news.ycombinator.com/item?id=48279203 Points: 3 # Comments: 2
教你如何让小型语言模型学会判断何时该“求救”，避免盲目依赖昂贵大模型，提升Agent系统效率的突破性研究。
arXiv:2605.16604v1 Announce Type: new Abstract: Efficient agentic systems should incur expensive frontier-model costs only on decisions where a cheape…
Google Gemini 迎来重大更新：每日简报、AI视频模型和智能代理，剑指ChatGPT与Claude
The updates signal Google’s push to turn its Gemini Gemini app into an all-purpose AI hub rather than a standalone chatbot.
OpenAI最强编程模型GPT-5.3-Codex发布，融合前沿编码与推理能力，效率惊人
GPT‑5.3-Codex is the most capable agentic coding model to date, combining the frontier coding performance of GPT‑5.2-Codex with the reasoning and prof…