# 📰 大家都在做什么 · 2026-05-05

## 阮一峰周刊·用户投稿（14 条）

### 【开源自荐】OctoCounts – fast SLOC reports for public GitHub repos 👤 huanglizhuo
> 一个可以快速帮你获取 public github repo SLOC （Source lines of code 源代码行数）的小工具 背景：本来想要 vibe coding 一个 nes 模拟器，想先看下已有的开源项目代码什么规模，但 github 不能直接查看 SLOC，还得自己 clone repo 到本地用其它工具数，于是 vibe 了一个快速获取 SLOC 的小工具，直接粘贴 repo url 就可以快速获取 SLOC，也能生成 screenshot share SLOC 详情 online tool: source code:

🔗 [GitHub](https://github.com/huanglizhuo/OctoCounts) · [投稿页](https://github.com/ruanyf/weekly/issues/9838)


### 〖工具自荐〗AI Vocal Remover：一个更聚焦的工作流工具 👤 ethanjamescolez
> 名称 AI Vocal Remover 链接 一句话简介 一个在线 AI 人声分离工具，支持上传本地音频，在浏览器里预览 vocal / instrumental 两路结果，再下载需要的 MP3/WAV 输出。 详细介绍 AI Vocal Remover 主要解决一个很具体的音频处理场景：想从歌曲或音频里快速分离人声和伴奏，但又不想在下载之后才发现结果不可用。 当前页面把流程收得比较短： 1. 上传本地音频文件； 2. 等待 AI vocal separation 完成； 3. 分别预览 vocal 和 instrumental； 4. 确认结果可用后下载 MP3/WAV。 这个工具更适合练歌、伴奏整理、翻唱练习、短视频剪辑前的快速预听等场景。它的重点不是承诺“完美去人声”，而是把上传、处理、预览和下载这几个步骤放在一个清楚的路径里。 使用前说明 音频分离质量会受源文件质量、混音方式、人声与伴奏重叠程度影响；用户也应该只上传自己有权处理的音频。

🔗 [官网](https://ai-vocal-remover.com/) · [投稿页](https://github.com/ruanyf/weekly/issues/9839)


### 推荐 OpenClaw Monitor：开源 AI Agent 实时监控面板 👤 flik2002
> OpenClaw Monitor 开源地址： 一款专为 OpenClaw AI Agent 设计的实时监控面板，类似 Claude Code 的后台仪表盘。 核心功能 Gateway 状态监控 — 实时健康检查 Token 用量追踪 — 每个会话的 AI 消耗 消息趋势图 — 对话量可视化 会话指标 — Agent 活动实时统计 技术栈 前端：Vue 3 + Element Plus + ECharts 后端：Express + SQLite 纯自托管，不依赖云服务 为什么值得推荐 目前 OpenClaw 在国内有大量用户，但缺乏好用的监控工具。这个项目填补了这个空白，让用户可以直观看到 AI 消耗、Agent 运行状态，适合个人开发者和小团队自用。 开源项目，欢迎试用 ⭐

🔗 [GitHub](https://github.com/flik2002/openclaw-monitor) · [投稿页](https://github.com/ruanyf/weekly/issues/9840)


### 【开源自荐】Sumeru写作——一套用于小说写作的Skill 👤 xindoo
> Sumeru 须弥写作一个面向长篇小说创作的 AI Skill 集合，其核心理念是将软件工程中的“模块化”与“可编排化”思想引入文本创作，通过流程与约束来完成复杂的长链路生成任务。 背景与核心逻辑： 长篇小说创作与大型软件项目的开发存在高度共性：两者最大的挑战往往并非初期的灵感，而是如何将宏大目标拆解、持续推进，并保持设定的全局一致性。Sumeru 借鉴了面向 Coding 的 AI Agent Skill架构，将“玄学式”的文学创作转化为“工程式”的系统推进。 项目将创作流程拆解为 7 个边界清晰的独立模块（世界观构建、选题、大纲、章节写作、逻辑审查、润色、完稿），构建了一条可控的生产线。 项目特点： 流程工程化： 摆脱传统的“单次 Prompt 反复重试”模式，每个模块对应明确的产出与边界。 状态持久化： 所有的中间状态（设定、大纲、细纲等）均沉淀至本地，支持断点续传、复用与回滚。 合理的任务调度： 核心决策（如世界观设定、主线节奏）前置确认，重复性的体力活（如章节内容生产、一致性审查与修复）交由 AI 并行处理。 实践验证： 为了验证工具在长链路下的可靠性，我进行了一次压力测试：利用 Sumeru 完整跑通了从选题到完稿的全流程，成功生成了一部 320 章、超 100 万字的长篇小说《古物记》，验证了该架构能有效降低启动成本并管控批量生成的副作用。 相关链接： 开源项目地址： 演示效果（《古物记》阅读站点，当前还有其他两部AI生成的小说）： 项目设计思路与总结文章： 希望该项目能为关注 AI 文本生成、智能体工作流以及个人提效的开发者们提供一些新的思路与参考。 非常感谢！

🔗 [GitHub](https://github.com/xindoo/sumeru) · [投稿页](https://github.com/ruanyf/weekly/issues/9841)


### 〖文章自荐〗JS 极致性能优化 — V8 优化原理与一段热点函数的重生 👤 airingursb
> 标题 JS 极致性能优化 — V8 优化原理与一段热点函数的重生 网址 内容简介 一篇讲 V8 的长文，作者拿一段真实的单位换算函数当案例，从 240ms 改到 24ms，顺着这个过程把 V8 的几条主线讲了一遍：Ignition、Sparkplug、Maglev、TurboFan 的分层编译，Hidden Class 和对象内存布局，还有内联缓存（IC）。 平时大家会背一些"性能优化经验"，比如对象形状要稳定、别用 delete、单态比多态快——这篇把每条经验背后 V8 究竟在做什么解释清楚了，读完会知道是哪个机制在起作用，而不是"听说这样写更快"。 页面排版也挺舒服，有交互演示，长归长，但不难读。

🔗 [原文](https://ursb.me/immersive/v8-fast-js/) · [投稿页](https://github.com/ruanyf/weekly/issues/9842)


### 〖文章自荐〗测量「流畅」——从 FrameTime 到 Stutter 👤 airingursb
> 标题 测量「流畅」——从 FrameTime 到 Stutter 网址 内容简介 聊"流畅"的一篇长文，目的就是把这件平时只能靠手感说的事，变成一套能落到指标上的工程语言。 从最基础的 FrameTime 讲起，一路串到 FPS、Jank、Stutter 这些常见但容易混着用的概念，顺便戳破"高帧率 = 流畅"这个常见误解；再借视觉惯性和电影帧率的生理学背景，给出判定卡顿的双条件判别式。后半部分按场景分开谈：游戏、应用、视频各自该看哪些指标侧重不一样，最后给出从诊断到修复的优化思路。 适合做客户端、Web、游戏的同学，建立一套跨平台都通用的性能词汇表。

🔗 [原文](https://ursb.me/immersive/jank-stutter) · [投稿页](https://github.com/ruanyf/weekly/issues/9843)


### 〖文章自荐〗字节码到像素的一生——Chromium 渲染流水线全景 👤 airingursb
> 标题 字节码到像素的一生——Chromium 渲染流水线全景 网址 内容简介 一篇讲 Chromium 渲染流水线的长文，主线就一句话：网络上下来的一串字节，怎么走完 13 个阶段、跨过 3 个进程、穿过 4 棵属性树，最后变成屏幕上的像素。 文章拿"一张名片"当贯穿示例，从浏览器架构、进程模型（Site Isolation）讲起，再按顺序拆解加载、解析、样式计算、布局、绘制、合成、光栅化到最终上屏的每一步。读完会理解一些平时只能"记结论"的事情：为什么 transform 比改 top/left 快、为什么 CSS 是 renderblocking、DevTools Performance 面板里那些颜色块到底各自对应哪个阶段。 适合想搞清楚浏览器内部到底在干什么的前端同学。

🔗 [原文](https://ursb.me/immersive/chromium-renderer/) · [投稿页](https://github.com/ruanyf/weekly/issues/9844)


### github/google认证后  卡在 打开 Skills Manager 完成登录，并没有打开skill manager。 和安装位置有关系吗。 windows版本 👤 h3art3ars
> github/google认证后 卡在 打开 Skills Manager 完成登录，并没有打开skill manager。 和安装位置有关系吗。 windows版本

🔗 [GitHub](https://github.com/ruanyf/weekly/issues/9845)


### 【工具自荐】AI Watermark Remover- 免费ai图片水印去除工具 👤 0647-cyber
> 工具自荐 工具名称: AI Watermark Remover URL: AI Watermark Remover 是一个免费的浏览器端水印去除工具，可以从 AI 生成图片（Gemini、Doubao、Jimeng 等）中一键移除水印，也支持手动刷选去除任意水印。 特点 4 款专用工具：Gemini、Doubao、Jimeng 自动检测 + Manual 手动笔刷 100% 浏览器本地处理：图片永不上传，隐私零泄漏 无需注册：完全免费，无水印、无次数限制 双引擎架构：桌面端使用 MIGAN 神经网络模型（Apache2.0），移动端自动降级到纯 JS PatchMatch 算法 智能上传路由：自动识别图片来源并跳转到对应 AI 的专用页面 格式支持：PNG / JPG / WebP，最长边 2000px 定价 完全免费，无 Pro 版，无每日额度限制

🔗 [官网](https://aiwatermarkremover.dev) · [投稿页](https://github.com/ruanyf/weekly/issues/9846)


### 【开源自荐】 🎵 Ter-Music-Rust - 终端音乐播放器 🎵 👤 xxgg121
> 项目名称：termusicrust 项目地址： 项目简介：一个简洁实用的终端音乐播放器，使用 Rust 实现，支持本地/网络歌曲搜索下载、自动下载歌词显示，主题切换等功能，支持Windows、Linux、MacOS系统。 项目初衷：最近各种TUI程序流行，于是Vibe了一个终端音乐播放器，之前常听到的一些歌但是不知道这首歌的渊源，然后一个有趣的功能就诞生了按i会调用AI搜集这首歌的各种信息总结输出，这样听歌的时候还可以了解一下这首歌的过往，知道了一些有趣的事情，AI时代可以跟各种东西结合，大家还有啥脑洞可以发散下。 项目截图： TerMusicRust — 终端音乐播放器 版本: 1.7.0 | 语言: Rust | 许可证: MIT | 仓库: github.com/xxgg121/termusicrust 这是一个用 Rust 编写的终端（命令行）音乐播放器，支持 Windows、Linux、macOS 三平台，可以在终端里完成搜索、下载、播放、看歌词、看评论等全流程操作无需GUI。 ──────────────────────────────────────────────────────────── 核心功能模块 🎵 音频播放 支持 10 种格式: MP3、WAV、FLAC、OGG、OGA、Opus、M4A、AAC、AIFF、APE 播放/暂停/停止、上下曲切换 快进快退（5 秒 / 10 秒） 音量 0100 实时调节 进度条支持鼠标点击跳转 实时 RMS 波形可视化（EMA 平滑） 🔄 5 种播放模式 按 15 切换：单曲播放、单曲循环、顺序播放、列表循环、随机播放 🔍 四种搜索 + 在线下载 │ 按键 │ 搜索模式 │ 说明 │ │ s │ 本地搜索 │ 在当前音乐目录匹配歌曲名搜索 │ │ n │ 网络搜索 │ 酷我/酷狗/网易三平台聚合搜索 │ │ j │ 聚合搜索 │ 网络搜索不可用时的兜底搜索源 │ │ p │ 歌单搜索 │ 搜索在线歌单可直接查看播放 │ 搜索结果选中后按 Enter 即可下载到本地音乐目录。 📜 歌词系统 自动查找同名 .lrc 文件 自动检测 UTF8 / GBK 编码 本地无歌词时后台自动网络下载 播放时歌词滚动高亮（ 标记当前行） 鼠标拖拽/滚轮跳转歌词位置 🤖 信息查询 按 i 查询当前歌曲详细信息（流式输出，逐字显示） 支持任意 OpenAI 兼容接口（DeepSeek、OpenRouter、AIHubMix 等） 按 k 自定义配置 API 地址、Key、模型 未配置 Key 时自动使用 OpenRouter 免费模型兜底 回复语言跟随界面语言设置 💬 评论查看 按 c 查看当前歌曲评论 支持列表/详情视图切换，PgUp/PgDn 翻页 ⭐ 收藏功能 按 f 收藏/取消收藏，按 v 查看收藏列表 跨目录播放收藏歌曲，支持删除 📂 目录管理 按 o 打开文件夹选择对话框 按 m 查看目录历史，快速切换 支持命令行 o <目录 指定音乐目录 🌐 11 种界面语言 按 l 循环切换：简中 / 繁中 / English / 日本語 / 한국어 / Русский / Français / Deutsch / Español / Italiano / Português 🎨 4 种主题 按 t 循环切换：Neon（霓虹）、Sunset（落日）、Ocean（深海）、GrayWhite（控制台） 🖱️ 鼠标交互 播放列表点击选歌、进度条/音量条点击跳转、歌词拖拽/滚轮、搜索结果点击下载、评论点击查看详情 ⚙️ 配置持久化 配置保存在 USERPROFILE/termusicrust/config.json，自动保存音乐目录、播放模式、音量、收藏、主题、语言、API 设置等，退出时（含 Ctrl+C）自动保存。 ──────────────────────────────────────────────────────────── 项目代码结构 src/ ├── main.rs 入口：参数解析、初始化、配置恢复/保存 ├── defs.rs 公共定义：PlayMode、PlayState、MusicFile、Playlist ├── langs.rs 语言包：11 种语言翻译文本集中管理 (~193KB) ├── audio.rs 音频控制：rodio 封装，播放/暂停/跳转/音量 ├── analyzer.rs 音频分析：实时 RMS 音量、EMA 平滑、波形可视化 ├── playlist.rs 播放列表：目录扫描、并行获取时长、文件夹选择对话框 ├── lyrics.rs 歌词解析：LRC 格式、编码检测、后台下载 ├── search.rs 网络搜索下载：酷我+酷狗+网易、在线下载、评论、AI 查询 ├── config.rs 配置管理：JSON 序列化、配置持久化 └── ui.rs 用户界面：终端渲染、事件处理、多视图、主题/语言系统 技术栈 │ 依赖 │ 用途 │ │ rodio 0.19 │ 音频解码与播放（纯 Rust） │ │ crossterm 0.28 │ 终端 UI 控制 │ │ reqwest 0.12 │ HTTP 网络请求 │ │ serde + serdejson │ JSON 序列化 │ │ rayon 1.10 │ 并行获取音频时长 │ │ walkdir 2.5 │ 递归目录扫描 │ │ encodingrs 0.8 │ GBK 编码歌词解码 │ │ md5 0.7 │ 酷狗 API MD5 签名 │ 编译后单文件约 2MB，运行内存约 1520MB，CPU 占用 < 1%。 ──────────────────────────────────────────────────────────── 总的来说，这是一个功能相当完备的终端音乐播放器，核心亮点是在线搜索+下载+歌词+评论+AI 信息查询的闭环体验，外加 11 语言和 4种主题的国际化支持，适合喜欢在终端里做一切事情的开发者和极客用户。

🔗 [GitHub](https://github.com/xxgg121/ter-music-rust) · [投稿页](https://github.com/ruanyf/weekly/issues/9847)


### 【文章自荐】 DeepSeek V4 发出来后，我反而更担心它了 👤 xiaobox
> DeepSeek V4 发出来后，我反而更担心它了

🔗 [原文](https://xiaobox.github.io/p/2026-04-24-deepseek-v4-fa-chu-lai-hou-wo-fan-er-geng-dan-xin-ta-le/) · [投稿页](https://github.com/ruanyf/weekly/issues/9848)


### FlipFlow converts PDFs, Word documents, and images into flipbooks 👤 1156721874
> Software name: FlipFlow Application platform: web A brief introduction: FlipFlow converts PDFs, Word documents, and images into flipbooks. Core Function: Turn your PDF, PowerPoint, and Word documents into stunning,interactive flipbooks with FlipFlow.No design skills needed. Share your digital publications online instantly. Engage your audience like never before! What is FlipFlow: FlipFlow is an AIpowered flipbook maker that instantly converts PDF, PPT, Word, and images into stunning interactive flipbooks and storybooks. No design skills needed — just upload, generate, and share. PDF to Flipbook & Storybook Convert any PDF, PPT, Word, or image into a beautiful pageflipping flipbook or storybook in seconds. Supports pdf to flipbook, ppt to flipbook, word to flipbook, and image to flipbook. AI Generate Flipbook & Storybook Use AI to autogenerate engaging storybooks and flipbooks from a text prompt. FlipFlow's AI storybook generator creates rich, illustrated digital publications instantly. Publish & Share Instantly Share your flipbook or storybook online with a single link, embed it on any website, or download it as a PDF. Reach your audience everywhere. Feature: PDF to Flipbook Converter Instantly convert any PDF into a stunning interactive flipbook with realistic pageturn animations. The fastest pdf to flipbook tool online. PPT & Word to Flipbook Transform PowerPoint presentations and Word documents into engaging flipbooks. Perfect for business reports, proposals, and educational materials. Image to Flipbook Combine multiple images into a beautiful flipbook or photo book with a few clicks. Ideal for portfolios, catalogs, and lookbooks. AI Generate Flipbook & Storybook Use AI to generate a complete storybook or flipbook from a text prompt. Our AI generate storybook engine creates illustrated, engaging digital books automatically. Text to Flipbook & Storybook Turn raw text or a story idea into a polished flipbook or storybook. FlipFlow's text to storybook and text to flipbook features make content creation effortless. Share, Embed & Lead Generation Publish your flipbook with a shareable link, embed it on any site, collect leads with builtin forms, and track reader engagement with detailed analytics. Official website:

🔗 [官网](https://flippingbooks.org) · [投稿页](https://github.com/ruanyf/weekly/issues/9849)


### Buildwhat ,AI-generated startup ideas from tech discussions 👤 1156721874
> Software name: BuildWhat Application platform: web A brief introduction: AIgenerated startup ideas from tech discussions Core Function: About: BuildWhat is a platform that uses artificial intelligence to analyze technology discussions and surface potential startup ideas. It scans posts and conversations, extracting insights and transforming them into structured business concepts. Each idea is evaluated based on factors such as problem severity, market size, timing, competition, and defensibility. The platform helps users quickly identify promising opportunities without manually filtering large volumes of content. By focusing on realworld discussions, it highlights emerging needs and gaps in the market. BuildWhat is designed for founders, indie hackers, and builders who want a steady stream of datainformed ideas to explore, validate, or develop into products. Problems: Finding validated startup ideas from noisy tech discussions is timeconsuming. solution: AI analyzes tech posts daily to extract and score actionable startup ideas. Target Audience: Indie hackers, founders, and product builders Main Features: Daily idea generation AIscored ideas Trendbased insights Discussion analysis Idea ranking system Official website:

🔗 [官网](https://buildwhat.ai) · [投稿页](https://github.com/ruanyf/weekly/issues/9850)


### 【工具自荐】Voqusa - TikTok/YouTube/Instagram 视频一键转文字 👤 michael0127
> 工具信息 工具名称: Voqusa 工具URL: 一句话介绍: 粘贴TikTok/YouTube视频链接，即时生成AI文字稿 详细介绍: Voqusa 是一个AI驱动的社交媒体视频转文字工具。无需注册，粘贴链接即可将TikTok、YouTube、Instagram等7大平台的视频转为高精度文字稿，支持14种语言。 特点： 无需注册，字幕免费 7大平台：TikTok、YouTube、Instagram、Facebook、Twitter/X、LinkedIn、Pinterest 14种语言支持 AI语音识别，准确率高 隐私安全：不存储URL和文字稿 按量付费，不用订阅 适用场景：分析爆款视频脚本、内容再创作、竞品研究、SEO工作流

🔗 [官网](https://www.voqusa.com) · [投稿页](https://github.com/ruanyf/weekly/issues/9851)


## Product Hunt 新品（15 条）

### Flowstep 1.0
> Flowstep is the AI design engineer for developers and technical designers tired of rebuilding designs in code. Prompt or edit on an infinite canvas. Export production code or connect with your agents and apps via MCP. What you design is exactly what ships.

▲ 320 · 💬 53

🔗 [Product Hunt](https://www.producthunt.com/products/flowstep/launches/flowstep-1-0?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/4ELVP7JK6WNIFY?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Ghostwriter
> Your personal AI ghostwriter that writes, schedules, and publishes posts on LinkedIn and X – so you never run out of content to share.

▲ 213 · 💬 28

🔗 [Product Hunt](https://www.producthunt.com/products/ghostwriter-5/launches/ghostwriter-5?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/FMFQM3BOMQK2HG?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### TalentOS
> TalentOS is the AI adoption operating system for companies. Drop in a business goal — like "cut support response time in half" — and TalentOS turns it into personalized AI projects for every employee, AI-grades the work against your rubrics, and gives managers a real-time dashboard of who can actually deliver. No courses. No certificates. Real projects, real graded output, real readiness scores.

▲ 58 · 💬 1

🔗 [Product Hunt](https://www.producthunt.com/products/talentos-2/launches/talentos-3?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/GXVKGEDFD4IXPI?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Blaze
> Blaze is your complete productivity system. Tasks, events, projects, and notes: all in one smart calendar. Connect Google Calendar and Apple Calendar, collaborate with your team, and let the AI reorganize your day, find free slots, and balance your workload automatically. Free to start. Available on Mac, iPhone, and iPad.

▲ 81 · 💬 10

🔗 [Product Hunt](https://www.producthunt.com/products/blaze-your-new-calendar/launches/blaze-5df838ae-3cd6-472c-954e-35614e2d466c?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/MLQGNQNUR5IY63?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Unity AI
> Unity AI is a beta suite for Unity 6+ that brings agentic assistance directly into the Editor. It includes a project-aware assistant, AI Gateway for connecting third-party agents, and Unity’s official MCP Server for bridging Unity with IDEs and external tools.

▲ 97 · 💬 3

🔗 [Product Hunt](https://www.producthunt.com/products/unity/launches/unity-ai?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/AYAXVXREGJXYX2?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Agentic API Grader by SaaStr.ai
> API Report Card is a free tool from SaaStr.ai that grades any B2B API for how well it works in an agent-first world. It scores APIs across categories like authentication, error handling, documentation, pagination, idempotency, and overall agent-readiness, surfaces a letter grade from F to A+, and generates ready-to-paste prompts that developers can drop into Cursor, Claude, or Replit to fix the issues.

▲ 59 · 💬 1

🔗 [Product Hunt](https://www.producthunt.com/products/saastr-ai-your-ai-powered-b2b-advisor/launches/agentic-api-grader-by-saastr-ai?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/JXLIWNHNVGO36D?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Velo 2.0
> Velo 2.0 is a whole new way to make video messages. It turns raw screen recordings into polished videos and docs, with a chat-native editor, real-time processing, voice cloning, and smart script rewriting. Edit by chatting, not timelines. Record once and get both a video and a doc. Write a script even when there is no audio. Change tone anytime. Everything updates live, so the whole experience feels faster, easier, and more natural.

▲ 581 · 💬 90

🔗 [Product Hunt](https://www.producthunt.com/products/velo-4/launches/velo-2-0?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/GOBREWJTJKPLRQ?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Airbyte Agents
> The context layer for production-grade AI agents. Connect Salesforce, Stripe, Zendesk +50 more into a queryable Context Store, so your agent reasons across systems without stitching APIs at runtime. UI, MCP, or SDK. 40% fewer tool calls, up to 80% fewer tokens.

▲ 82 · 💬 5

🔗 [Product Hunt](https://www.producthunt.com/products/airbyte-agents/launches/airbyte-agents?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/JZIEQRQ6SOM35B?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Steam Controller
> Steam Controller is Valve’s new configurable controller for the full Steam library. It combines magnetic TMR thumbsticks, dual haptic trackpads, gyro, Grip Sense, four grip buttons, Steam Input customization, and a low-latency wireless charging puck.

▲ 89 · 💬 1

🔗 [Product Hunt](https://www.producthunt.com/products/steam-machine/launches/steam-controller-3?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/K2CMF4ZZS3UDLR?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Tollecode
> Tollecode is a local-first AI coding assistant. Delegate real engineering tasks to AI agents — file reads, shell commands, sub-agents — with full control over what runs.

▲ 72 · 💬 9

🔗 [Product Hunt](https://www.producthunt.com/products/tollecode/launches/tollecode?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/6UW4LR3QYLXZSW?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Kilo Code for VS Code
> We've completely rebuilt Kilo Code for VS Code, built on OpenCode server. New portable core, parallel tool calls, subagent delegation, inline code review, multi-model comparisons. Get started: kilo.ai/install

▲ 896 · 💬 239

🔗 [Product Hunt](https://www.producthunt.com/products/kilocode/launches/kilo-code-for-vs-code-3?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/SNLH5TXRYOCJUJ?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Breathwrk
> Breathwrk, now a part of Peloton, is #1 breathing app for Sleep, Stress, Focus, and Energy. Breathwrk is a simple yet powerful way to improve your mental and physical well-being in just seconds with neuroscience-based breathing exercises. Get a full sensory experience with customizable sounds, visuals, haptic vibrations, and breath coaches. Build your practice by setting reminders, tracking streaks, and following Breathwrk’s recommended protocols.

▲ 82 · 💬 3

🔗 [Product Hunt](https://www.producthunt.com/products/breathwrk/launches/breathwrk-2?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/AHXQLGF2EBG5PL?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Openclick
> openclick is an experimental open-source CLI that drives macOS UI from a prompt. An LLM produces a plan of UI actions; openclick executes them via the macOS Accessibility APIs. Early and rough. MIT-licensed.

▲ 76 · 💬 5

🔗 [Product Hunt](https://www.producthunt.com/products/openclick/launches/openclick?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/V2T33M56GWKTHB?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Facts
> Your project has 48 facts, 31 of them implemented: code-backed, verified by command. 12 are specs your agent is working through. 5 are rough drafts you'll refine later. You know all of this because you ran facts check.

▲ 73 · 💬 5

🔗 [Product Hunt](https://www.producthunt.com/products/facts-fc3505e0-6206-4a1b-b6b4-01b7ffbb7783/launches/facts-878b5060-9d8b-460c-8865-511ca930ed13?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/IIUJVDX2MZXB5Z?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)


### Intuned Agent
> Intuned Agent is an AI agent that builds and maintains production browser automations. Describe the scraper, crawler, or RPA workflow you need, and it writes Playwright code, validates it on the live site, and deploys it to Intuned to run at scale. It also helps debug, update, and maintain automations as websites change.

▲ 132 · 💬 20

🔗 [Product Hunt](https://www.producthunt.com/products/intuned/launches/intuned-agent?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29) · [官网](https://www.producthunt.com/r/ABOT7PUT4QK7AB?utm_campaign=producthunt-api&utm_medium=api-v2&utm_source=Application%3A+community-pulse+%28ID%3A+298614%29)