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Anthropic 安全框架自动降级：Claude 误删开发者 700 GB 主目录，自动化清理反成灾难
IT之家 8 月 29 日消息，开发者 Sebastien Guillemot 本周三在 X 上反馈称，他在测试 AI 智能体的文件删除防护机制时遭遇严重事故，Claude 直接给他删除了大约 700GB 数据，包括整个用户主目录，相当于一周的工作成果。 据称，事故发生前，Anthropic 的安全…
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Learning Generalizable Behaviors for Terminal Agents
用强化学习让大模型在终端环境中学会通用行为，打开日常自动化新可能。
arXiv:2608.22631v1 Announce Type: new Abstract: Terminal agents are a compelling application of large language models (LLMs), with the potential to in…
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NoTB: Oracle-Free Triage of LLM-Generated RTL via Cross-Model Formal Consensus
无需人工标准答案，跨模型形式共识为LLM生成的RTL代码提供高效分诊，直击硬件设计验证痛点。
arXiv:2608.21962v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used to generate register-transfer-level (RTL) designs…
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AI is hitting entry-level jobs hardest, Stanford study finds
斯坦福最新研究实锤：AI正在冲击入门级岗位，年轻就业率下降19%，职场新人需警惕。
Young employment in AI-impacted fields down 19% compared to more AI-resistant occupations.
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I built 270 AI agents in an Obsidian vault – zero API costs, all open source
在Obsidian中一键构建270个AI代理，零API成本全开源，让知识库秒变智能自动化工作流。
Article URL: https://gist.github.com/NenadConnor/b9bb71d56c9e70a9072c55e262885b8b Comments URL: https://news.ycombinator.com/item?id=49424678 Points: …
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Why Your Website Should Never Stop Changing
网站不是一次性项目，持续变化才是保持活力的关键，完全自动化并非终点。
Every website peaks on launch day and slowly drifts from there, not because it breaks, but because nobody has time to keep it current. Autonomous webs…
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Run manual QA test cases in a real browser with an AI agent
用AI代理在真实浏览器里自动跑手动测试用例，QA效率神器。
Article URL: https://github.com/broxhq/qpilot Comments URL: https://news.ycombinator.com/item?id=49432514 Points: 1 # Comments: 0
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Show HN: AiSyncing – Back up your AI coding assistant memories to GitHub
别让AI编程助手的记忆丢失，自动备份到GitHub，每日同步支持Claude、Codex、Gemini。
Article URL: https://github.com/DiegoSalazar/AiSyncing Comments URL: https://news.ycombinator.com/item?id=49426934 Points: 1 # Comments: 0
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机器人接管最后一站，亚马逊计划打造完全自动化配送站
IT之家 8 月 25 日消息，亚马逊正在开发新一代高度自动化仓库，利用人工智能和机器人技术处理包裹，将物流自动化延伸到配送前的最后一个环节。 根据 Business Insider 查阅的一份上月内部规划文件，这项内部代号为“Project Tetromino”的计划旨在打造“完全自动化”的配送站…
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Buddy Visual Tests
合并前自动审查每个UI变动，让视觉回归测试融入开发流程，省心又可靠。
Every UI change, reviewed before merge Discussion | Link
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快捷指令 | 让特定 app 小点声：在 iPhone 上实现独立音量控制
一招搞定iPhone独立音量控制，打开特定App自动调音量，实用快捷指令教程。
有些 app 总是太吵，有些又总嫌声音不够大；既然 iOS 还没有提供真正的应用独立音量，不妨用快捷指令让 iPhone 自动记住每个 app 该有多大声。 查看全文
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汇川技术 2026 年上半年归母净利润 28.1 亿元，同比下降 5.35%
AI产业投资拉动营收增长两成，净利润却因新能源车承压，工业自动化龙头冰火两重天。
IT之家 8 月 24 日消息，汇川技术今日发布 2026 年上半年（2026 年 1 月～2026 年 6 月）业绩快报报告： 营业总收入 ：246.75 亿元，同比增长 20.31% 归母净利润 ：28.1 亿元，同比下降 5.35% 扣非净利润 ：27.55 亿元，同比增长 3.13% 加权平…
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Show HN: Git workflow as an AI-agent skill
让AI代理直接接管Git工作流：一个命令创建issue、实现需求，还能自动生成提交信息。
Article URL: https://github.com/musoyangrigor/gitx-skill Comments URL: https://news.ycombinator.com/item?id=49401487 Points: 1 # Comments: 0
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Prism Reviewer – Multi-agent AI code reviewer built with LangGraph and LiteLLM
多智能体自动审查PR，精准定位MAJOR与CRITICAL问题，LangGraph驱动的高效代码审查利器
Article URL: https://github.com/marketplace/actions/prism-reviewer-ai Comments URL: https://news.ycombinator.com/item?id=49408247 Points: 1 # Comments…
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Show HN: LayoutLens: AI-Powered Visual UI Testing
用AI自动检测UI视觉问题，省去手动比对截图，前端测试效率利器！
Article URL: https://github.com/gojiplus/layoutlens Comments URL: https://news.ycombinator.com/item?id=49405683 Points: 2 # Comments: 0
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Replacing 223-node agent graph with a single OSS LLM
用单个开源大模型取代223节点代理图，看企业级SOP自动化如何化繁为简。
Article URL: https://www.netic.ai/blog/replacing-node-agent-graph-with-open-source-llm Comments URL: https://news.ycombinator.com/item?id=49394842 Poi…
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Invite an AI to Look Upon Your Figma Designs
让AI帮你审查Figma设计，自动检查层级、间距、对比度与设计系统一致性，提升设计规范落地效率。
Who will look upon your work before the world does? Let it be an AI, quietly, inside Figma, reading each frame and pinning its honest thoughts to the …
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ai agents vs automations: When to build an autonomous agent and when a simple workflow suffices
别再盲目堆Agent了！这篇指南教你判断何时用自主智能体，何时该用简单自动化，附n8n实践示例，实用性强。
What's the difference? An AI agent is a loop-driven system that can decide which tool to call next, keep state across interactions, and adapt its beha…
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Agent to Agent Communication in Wild
AI客服Sophie精准响应，Claude自助解决难题，A2A实战首秀。
Claude was facing persistent issues with a service provider and submitted a support ticket outlining the issue on their website, within 20 minutes, it…