⚡ 效率工具

深度分析Sorry勒索软件的加密实现与行为特征

深度解析Sorry勒索软件的RSA+RSA+AES-GCM分层加密机制与完整攻击链，安全团队防“假期攻击”必读

Show HN: PrismoDev – local CLI for finding token waste in Claude Code/Codex

本地零侵入扫描代码项目，揪出Claude/Codex中隐藏的20%+token浪费，无需联网不暴露数据。

I built PrismoDev after noticing my Claude Code and Codex sessions were getting expensive in ways that were hard to explain. After digging through local session logs, the recurring issue was not just …

This Mac App Will Demystify Your Tangle of Cables

Mac线缆小管家：自动分析你电脑上的每一根线，解释技术参数并诊断充电慢的症结。

Find out what your cables are really doing.

These Are The Best Ways to Rid Your Gmail Inbox of Spam

告别Gmail垃圾邮件！教你用过滤功能一键清除不想看的营销邮件和订阅。

Banish offenders once and for all.

10 Hacks Every DuckDuckGo User Should Know

DuckDuckGo不止隐私保护，这10个隐藏技巧让你用得更高效：匿名聊AI、过滤AI图、短链接一网打尽

If you use DuckDuckGo, you'll want to try these hacks.

U.S. DOJ demands Apple and Google unmask over 100k users of car-tinkering app

美司法部要求苹果谷歌交出超十万用户数据，汽车改装应用引发隐私与排放法规大战

Article URL: https://macdailynews.com/2026/05/15/u-s-doj-demands-apple-and-google-unmask-over-100000-users-of-popular-car-tinkering-app-in-emissions-crackdown/ Comments URL: https://news.ycombinator.c…

The app you need to clean up your computer

找到一款清理电脑的利器，还有水下冒险和智能眼镜等精彩内容，每周必读的Installer指南。

Hi, friends! Welcome to Installer No. 128, your guide to the best and Verge-iest stuff in the world. (If you're new here, welcome, sorry this one's so Mac-heavy, and also you can read all the old edit…

Ally WordPress插件高危SQL注入漏洞 威胁40万个网站

WordPress无障碍插件Ally曝出高危SQL注入漏洞，影响超40万网站，攻击者可窃取密码哈希等敏感数据，务必立即升级。

Sapper: Towards the ideal web app framework

Sapper基于Svelte，优雅实现SSR+PWA+代码分割，理想Web框架的范本。

Quickstart for the impatient: the Sapper docs , and the starter template If you had to list the characteristics of the perfect Node.js web application framework, you'd probably come up with something …

Next.js App Router Update

Next.js官方宣布App Router更新路线，聚焦性能、稳定性与开发者教育改进。

The Next.js team is focused on performance, stability, and developer experience for the upcoming months.

Introducing Create Next App

Next.js官方推出全新create-next-app，零依赖一键启动React项目，交互式安装体验。

We're delighted today to introduce the new Create Next App. Create Next App sets up a modern React application powered by Next.js in one command.

Pica – 免费 macOS 字体管理工具

免费macOS字体管理工具，支持品牌Logo预览与一键启用，设计师圈口碑佳

Pica 是一款免费的 macOS 字体管理工具，专门用来整理、预览和启用字体。它支持按项目建立字体集、一键启用字体、查看 OpenType 特性，还能自动监视字体目录。@Appinn 它有个挺特别的功能：可以把自己的 Logo 放进字体预览里，直接查看不同字体在品牌设计里的实际效果。再加上颜色主题

Show HN: Cumulative GitHub star history for an org, as an embeddable SVG

只需安装一个组织级webhook，即可为GitHub组织或个人生成所有仓库的累计星标历史SVG图表，支持嵌入README。

Article URL: https://stars.wavekat.com/ Comments URL: https://news.ycombinator.com/item?id=48190108 Points: 1 # Comments: 0

Google launches Antigravity 2.0 with an updated desktop app and CLI tool

Google推出Antigravity 2.0，新增桌面应用、CLI工具和SDK，由Gemini 3.5 Flash驱动，提升编码效率。

Google is debuting a new AI Ultra plan priced at $100, which will give users 5x more usage limit than the AI Pro plan alongside Antigravity 2.0 launch.

Apple announces Apple Intelligence powered accessibility feature updates

Apple利用AI革新辅助功能，iPhone摄像头实时识别万物并支持追问，iOS 27将整合这些智能特性。

Apple is introducing a feature to let Vision Pro control a compatible wheelchair with their eyes

How to Control Everything on Your Phone With Your Voice (iOS and Android)

手忙脚乱时能用语音操控手机？这篇指南教你用嘴重启手机、打开应用、填写文本，彻底解放双手

Go fully hands-free with these tips for Android and iOS.

Build vs Buy Software: Hidden Costs Calculator for 2024

自建软件诱惑大，但隐藏成本惊人，用这个计算器帮你避免68%项目超支风险

Metric Value Custom software projects exceed budget 68% Average maintenance cost per year 15-20% of initial build Time to market difference 6-18 months faster buying Building custom software sounds ap…

Show HN: Pack.sh – Self-host single-file apps

一键自托管单文件应用，支持Node/Go/Rust等语言，快速获取持久HTTPS链接

I’m working on pack.sh, a simple way to deploy apps to your own server. The goal is to bring back the old zeit now feeling: run one command in a project and get a live URL, but self-hosted. Instead of…

Show HN: AIPS – A Claude Code plugin to stop re-doing AI setup every project

告别重复配置，一键复用Claude Code环境设置，提升项目开发效率。

Article URL: https://github.com/kernalix7/AIPS Comments URL: https://news.ycombinator.com/item?id=48192082 Points: 2 # Comments: 0

10 Hacks Every Google Meet User Should Know

快速开启会议、隐藏字幕等10个Google Meet实用技巧，提升视频会议效率。

Get the most out of Google's video conferencing platform.

Blogging should be easy

博客写作本该简单，但繁琐流程劝退多数人，本文吐槽并分享减轻痛苦的工具链思路。

I wish blogging was easier. I reckon that 95% of the reason why people don’t write more on the Internet, on their own little spot with their own URL, is that it’s just a pain . The other day Tejas Kum…

Show HN: Built a Free UK Child Maintenance Calculator

免费英国儿童抚养费计算器，告别复杂界面与付费墙，简单好用！

I was researching existing calculators and noticed some sites either made the process unnecessarily confusing or locked downloadable reports/PDFs behind a paywall. So I built a simpler version that’s …

Introducing the Codex app

OpenAI推出Codex for macOS，AI编程命令中心，支持多智能体并行协作，重塑开发工作流。

Introducing the Codex app for macOS—a command center for AI coding and software development with multiple agents, parallel workflows, and long-running tasks.

派评 | 近期值得关注的 App

一站式日历与待办工具AIDA，整合日程、待办和时间规划，支持拖拽调整，高效管理每日。

>下载少数派2.0客户端、关注少数派公众号，解锁全新阅读体验📰>实用、好用的正版软件，少数派为你呈现🚀 查看全文

Better Experiments with LLM Evals — A funnel, not a fork

Spotify分享如何用LLM评估提升A/B实验命中率，将测试漏斗与实验反馈循环结合，降低无效成本。

TL;DR LLM evals, automated judges that assess relevance, coherence, and quality at scale, are a powerful new... The post Better Experiments with LLM Evals — A funnel, not a fork appeared first on Spot…

Mantel

为不同终端窗口自动分配颜色，告别混乱的Claude Code会话，终端管理从此一目了然。

Stop confusing your Claude Code sessions & terminal windows Discussion | Link

等了 5 年，Everything 1.5 Beta 正式发布｜附升级指南

Windows 文件搜索神器 Everything 1.5 终于结束 Alpha 进入 Beta，附详细升级指南和中文界面截图。

很多 Everything 老用户，可能都已经习惯了 1.5 版永远是 Alpha。结果，就在昨天，它居然真的 Beta 了。 2026 年 5 月 14 日，Everything 1.5 Beta 正式发布。这款已经有 22 年历史的 Windows 文件搜索工具，终于结束了漫长的 Alpha 阶

Everything 1.5a 官方中文语言包终于来了

Everything 1.5a 终于自带完整官方中文，菜单、选项全翻译，告别中英混杂，文件搜索更顺手。

Everything 1.5.0.1409a 已经发布，自带了完整的官方中文语言包，所有菜单已翻译，选项界面也全部完成翻译，很难看到中英文夹杂的界面了。@Appinn 继2026年2月份Everything 1.5 Alpha 进入全面稳定期（1405），作为长期测试版的 Everything 1.

Short Month, Big Ideas (February 2026 Wallpapers Edition)

2026年二月桌面壁纸合集，用创意装饰最短的月份，每一张都带有日历功能。

Let’s make the most of the shortest month of the year with a new collection of desktop wallpapers that are sure to bring a smile to your face — and maybe spark your creativity, too. All of them were d…

Unlocking the Codex harness: how we built the App Server

OpenAI详解Codex App Server构建过程，双向JSON-RPC支持流式进度、工具调用与审批。

Learn how to embed the Codex agent using the Codex App Server, a bidirectional JSON-RPC API powering streaming progress, tool use, approvals, and diffs.

10 Hacks Every Apple Mail User Should Know

解锁Apple Mail隐藏功能，10个技巧助你高效管理邮箱，告别杂乱

Apple's underrated Mail app is hiding some cool tricks in plain sight.

10 Apple Shortcut Hacks Every iPhone User Should Know

10个实用快捷指令，让你的iPhone效率翻倍，从早用到晚！

The native iOS app helps you do much more with your phone.

Five Built-In Chromebook Apps You Should Definitely Be Using

Chromebook Plus内置的五个实用应用，录音与AI加持，提升效率必备。

There's more to ChromeOS than just a browser.

Back to the Future with RSS

怀念RSS的开放与自由：无广告、无算法、完全掌控，回到未来重拾信息聚合初心

Nicky Case writes about why RSS was so damn good : Imagine an open version of Twitter or Facebook News Feed, with no psy-op ads, owned by no oligopoly, manipulated by no algorithm, and all under your …

Templates in ElevenCreative

一键完成创意到成品，ElevenCreative模板让设计更高效。

From idea to finished asset in one click Discussion | Link

Show HN: Find the best local LLM for your hardware, ranked by benchmarks

自动检测硬件并基于基准测试排名本地LLM，帮你找到最适合自己设备的模型

Article URL: https://github.com/Andyyyy64/whichllm Comments URL: https://news.ycombinator.com/item?id=48146369 Points: 282 # Comments: 65

The offline desk gadget that actually got me to sit up straight

离线无摄像头追踪姿势，这款桌面小工具专治久坐腰痛

Deep Care's $350 device is pricy, but it runs offline and helps you improve your posture and movement habits

oa-aec-mcp: Revit Audit Workflows as MCP Tools

专为BIM协调员设计，远离元素级低效操作，直接提供模型健康、命名合规等高级审核工作流。

oa-aec-mcp: Revit Audit Workflows as MCP Tools Most Revit MCP servers expose element-level primitives. Get walls. Create walls. Set parameters. Delete elements. Those building blocks are useful if you…

公安部公布 10 起非法破解无人机飞行控制系统违法犯罪典型案例

公安部曝光10起无人机“黑飞”破解案，严打非法篡改飞行控制系统行为

IT之家 5 月 18 日消息，据央视新闻报道，公安部今天公布 10 起非法破解无人机飞行控制系统违法犯罪典型案例，严打无人机“黑飞”行为， 全面遏制非法活动蔓延 。 1、四川泸州公安机关侦破侯某等人非法破解无人机飞行控制系统案。 四川泸州公安机关网安部门查明，2025 年 3 月以来，以侯某（男，29 岁）为首的犯罪团伙利用技术手段篡改某大型无人机出厂载重参数，牟取非法利益。改装后的大型无人机极…

AI fixed how fast I can build. It broke how I know what I'm building.

用Markdown约定管理AI加速产生的半成品项目，低成本追踪项目状态，告别工具泛滥。

A markdown convention I wrote to track 5-10 half-built projects without losing my mind, and without another SaaS subscription. TL;DR. AI made it cheap to generate ideas, draft plans, and start project…

Show HN: TokenShield – cut your Claude Code bill 40-70%

本地代理实时去重缓存，轻松省下40%-70%的Claude Code账单，API密钥永不泄露。

A local proxy that dedupes repeated context, caches tool results, summarizes long conversations, and streams a live savings counter. Your ANTHROPIC_API_KEY never leaves your machine. Comments URL: htt…

Show HN: Agent-QA – natural-language E2E tests for apps built with coding agents

用自然语言编写端到端测试，让编码代理构建的应用测试变得更直观高效。

Article URL: https://vostride.com/agent-qa Comments URL: https://news.ycombinator.com/item?id=48179781 Points: 1 # Comments: 0

微软确认：Win11 将允许用户自定义 Copilot 按键功能

Win11更新将允许用户把Copilot键自定义为右侧Ctrl或菜单键，解决习惯问题

IT之家 5 月 18 日消息，微软已确认，今年晚些时候 Windows 11 将推送一项更新，新增按键自定义功能：可以把使用率偏低的 Copilot 键重新改回右侧 Ctrl 键或“上下文菜单”键。微软也承认，这个 2024 年开始陆续出现在新款电脑上的 Copilot 键，打乱了部分用户的日常操作习惯。 微软一份官方支持文档中写道：“习惯使用右侧 Ctrl 键、上下文菜单键，或是依靠屏幕阅读器…

PagePulse – AI UX review for your landing page

AI加持的落地页UX审查工具，60秒找出转化障碍并给出可操作建议，SaaS创业者必备。

Article URL: https://pagepulse.page/en Comments URL: https://news.ycombinator.com/item?id=48184912 Points: 1 # Comments: 0

Show HN: Better.ftp – cycling app for FTP tests without subscription

无需订阅的FTP骑行测试应用，连接智能训练器即可开测，简单纯粹。

I built a free iOS app so cyclists can stop paying $20/mo just to retest their FTP. The ramp test itself is a 25-minute Bluetooth interaction with a known protocol. It shouldn't require rent. This app…

Work with Codex from anywhere

用ChatGPT移动端远程操控Codex，随时随地监控和批准编码任务，开发者的随身AI助手。

Use Codex anywhere with the ChatGPT mobile app. Monitor, steer, and approve coding tasks in real time across devices and remote environments.

Show HN: LocaliOS – iOS apps for a files-first life (photos, music, contacts)

三个iOS应用让你用标准文件管理照片、音乐和联系人，彻底告别云服务依赖和数据锁定

I moved from Mac to Linux a few months ago and decided to go all-in on the files-first life. The most painful/annoying part during this transition was getting my data to sync between Linux and my iPho…

Show HN: I built a screen recorder that captures console logs, requests and more

一键生成带控制台日志和网络请求的屏幕录制，快速定位客户问题，提升支持效率。

Article URL: https://userplane.io/ Comments URL: https://news.ycombinator.com/item?id=48163059 Points: 1 # Comments: 0

Sharing Between Android and iPhones Just Got Easier Than Ever

用QR码打通Android与iPhone文件共享壁垒，跨平台传文件前所未有的简单。

QR codes to the rescue.

3months ago, I predicted OpenClaw wouldn't uninstall cleanly and prepared for it

专为彻底清除OpenClaw而生的CLI工具，深度扫描隐藏组件不留痕迹

Article URL: https://github.com/oswarld/openshears Comments URL: https://news.ycombinator.com/item?id=48175656 Points: 2 # Comments: 4