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The Brains turns founders, CEOs and investors into searchable MCP servers built from their public talks, essays and interviews, letting users query their insights inside Claude, Cursor, ChatGPT or Codex with every answer cited to its source. It's free, open source (MIT), and currently features 37 brains.
A tweet recommending the open-source GitHub project new-term-radar: this tool monitors early signals from X, Hugging Face, trending GitHub repos, sitemaps, and more to discover newly trending AI buzzwords ahead of the curve, useful for SEO, indie development market intelligence, and content ideation for social media.
AgentCloak 的创始人 Peter Yared 在发布视频中砸碎了一台 Mac Mini，该视频获得 220 万观看和 3000 次下载；文章讨论了如今真正带来使用量的 AI 产品发布是如何像流水线一样分阶段推进的。
Kent C. Dodds promotes MEGA.dev, a 4-week AI agent training program (starting Oct 26) taught by John Lindquist, Theo Browne, Angie Jones, and Kent himself, covering everything from model fundamentals to autonomous systems for mid-level and senior developers already working with agents like Cursor, Codex, and Claude Code.
一篇个人观点文章，劝阻软件工程师不要再耗费时间构建个人'软件工厂'式自动化流水线，而应直接使用 Claude、Grok 等 AI 工具动手做产品，并建议把自动化平台建设放到工作场景中去做。
Specsight is a product observability platform aimed at teams shipping quickly with AI, launched via Product Hunt.
A creator shares that they used Grok to build their own video editor in just 3-4 days, freeing themselves from 25+ years of reliance on Adobe Premiere.
Guo Yu has released his 19th product of the year — sofatap (Sofa Slouch) — now in TestFlight public beta. It's designed for a convenient vibe coding experience on the living room TV. A user shares their experience with 'sofa vibe coding' and expresses appreciation for Guo Yu's product philosophy.
A roundup of the 10 fastest-growing open-source AI projects on GitHub this week, including the reverse-engineering tool REA, Matt Pocock's skills, the AI video system OpenMontage, the long-term memory tool claude-mem, AirLLM for running large models locally, and more — covering coding, design, SRE, CAD, and other scenarios.
至少九家韩国银行据报遭黑客利用AI工具发起的网络攻击，出现客户个人信息泄露，分析指单一攻击者可能借助AI快速识别多个机构的薄弱环节，引发对AI治理与网络安全责任的讨论。
Mirage 的 Tesseract 让 Claude 和 ChatGPT 能够创建带完整 HDR 支持的视频与动态图形，在一个可编辑项目中结合 HDR 素材、动态字幕和图形效果。
一位刚晋升为工程主管的博主反思：如今技术面试普遍要求使用 LLM，但 AI 编码工具的订阅费用却可能把经济拮据的优秀工程师挡在门外，他分享了如何调整招聘流程来降低候选人的成本负担。
Ramp 宣布将内部构建的 AI 工具 Glass 对外开放给其他公司使用。Glass 源于 Ramp 一周内烧掉 150 万美元 AI token 的经历，旨在将企业专属信息转化为全组织可用的工具，并通过 Ramp Router 自动选择合适模型，使账单下降 30%。
Rushilo 是一款 Mac 和 Windows 视频编辑器，可通过 Claude Code 或 Codex 用自然语言驱动编辑操作（剪切、分割、字幕、去填充词等），所有改动均在可撤销的时间轴上呈现，并支持屏幕录制与直接上传 YouTube。
作者对比了 11 种可在编码 Agent 内运行或由 Agent 驱动的深度研究工具，涵盖报告生成、表格输出、来源聚合与审计层等类别，并讲述了自己 fork 其中一个项目后进行改造的过程与发现。
AI 的 MCP 工具协议单月下载量接近 5 亿次，工具数量超过 4 万个，但协议本身免费——真正赚钱的是围绕 AI 身份验证与安全的收购交易（7.4 亿、12 亿美元）。
Gergely Orosz asks engineering leaders to share their team's PR output before and after adopting AI tools, along with per-engineer AI spend, to compile and share anonymized industry benchmarks on AI's impact on developer productivity.
PixLate 是一款在 Product Hunt 上发布的文档翻译工具，可在保留原有排版与插图的情况下翻译 PDF、扫描件和图文页面，并提供并排校对、后台处理与本地化隐私处理，采用按次计费模式。
REA 让 AI（Codex 和 Cursor）自主反编译成品软件：20 分钟复刻《魂斗罗》关卡（含 30 命彩蛋），3 小时拆解 Notion 并升级自研编辑器。文章认为写代码的门槛已消失，未来的壁垒在于产品定义与审美品味。
An Ask HN discussion asking whether LLMs or AI tools can help accelerate 3D CAD design for hobbyist woodworking projects, and whether anyone has recommendations for such tools.