DEV TRENDS / CATEGORY
2026年10月21日 – 2026年10月27日 内首次发现的 98 个新项目，已跨 7 个来源去重。
2026年8月5日 – 2026年10月27日 内首次发现 1417 个项目
Hold a key, talk naturally, let go. Clean, punctuated text appears in any app: slack, email, docs, or even AI agents. And Utter gets smarter as you use it, learning from your edits and diction. Voice-first rewriting capabilities: "make it friendlier." Transcription is on device, so your voice never leaves your mac. AI features included for free, without a subscription.
原文This is a stock picking game that simulates a stock market with thousands of rule based agents making trades and moving the stock price. The agents (not AI agents) have different rules to simulate different trading styles. The game layer is basically 12 companies/stocks you can buy and sell, and a clock you can advance on your own time. So you can play 10 years in one sitting, and see the results of your "long term thinking" and decision making. You can challenge friends to see who can get the highest return in 1 year or 10 years or whatever. Would love to hear any feedback!
原文Quoin is agentic research with independent verification: cited, decision-grade intelligence on any company or topic in about 10 minutes. Five free agents, no card required.
原文Find the best AI tools for coding, agents, chatbots, image, video, voice, writing and research, ranked S to C tier and updated weekly with new releases.
原文ExposeDraft is an AI-powered platform for real estate agents and agencies. It eliminates time-consuming tasks like writing property descriptions, creating brochures, organizing photos, and preparing documents. Features include AI-generated listings, PDF brochures, photo editing, location analysis, compliance checks, social media content, OpenImmo export, and digital property handovers. Everything in one platform — from the first photo to the final signature.
原文Every call answered, every job paid. 24/7 answering service and CRM for Canadian plumbers: we take the job details and log them. $749/month CAD, 7 days free.
原文Bublly puts email, website chat, WhatsApp, Instagram DM and Messenger in one inbox, with Bub AI resolving routine tickets. Ticketing, CRM, knowledge base and automation built in. AI on every plan, unlimited agents, no per-seat pricing. From $9/mo. 14-day trial.
原文OpenMontage Drama Studio 是一个用 AI 做短剧和短视频的 Web 工坊。输入一句话灵感，按剧本、角色、场景、道具、分镜、配音、剪辑七个环节推进，每个环节的结果都能单独修改或重做。除短剧外，也内置热门短视频套路和电商带货广告模板，适合个人创作者和小团队自部署使用。 亮点 七个环节可逐步推进也可一键跑完：角色、场景、道具图会作为参考传给分镜出片，改一个角色或一个镜头不用从头来 爆款内容广场：抖音、小红书、TikTok、Reels、Shorts、B 站的结构化套路，可直接带入项目 广告片：内置电商带货转化模板（痛点 → 产品特写 → 卖点字幕 → 行动号召） 无限画布把项目流程显示为节点图；Skill 市场可安装分集剧本、分镜提示词等技能 文本模型自选 OpenAI 兼容接口（DeepSeek、OpenAI、Claude、Gemini、通义、豆包等）；出图 Seedream（也可接自己的 ComfyUI）、出视频 Seedance，二者均为需自备 key 的付费第三方 API React + FastAPI + PostgreSQL + Redis，Docker Compose 部署，AGPL-3.0 说明：项目最初基于 AGPL-3.0 的 calesthio/OpenMontage 代码起步，现已重构为独立产品，与原项目无隶属关系
rederive 是一个面向 Claude Code、Codex、Cursor 等 25 种编程智能体的技能。它不直接讲解代码，而是读取代码库，找出塑造代码的设计决策（比如中间件为什么是一条链、状态为什么放在那里），把每个决策变成一个问题。你先自己推导设计，它再对照真实实现，指出你的答案和代码的不同，然后进入下一个决策。 适合学习 Express、Redis 等开源项目，或在面试前弄懂自己用 AI 写的项目。 免费开源（MIT），一行安装：npx skills add EricJujianZou/rederive 上线 8 天， 263 个 GitHub 星。
Pipeline incidents burn hours before anyone touches a fix: find the failing stage, find its owner, get everyone on the same page. Piperoom opens a room for every incident: • The pipeline mapped from source to sink, with owners and health • An AI agent that forms a hypothesis and proposes a fix • Owner approval before any change runs • Take over or steer the agent anytime Built for data and platform teams on Kafka, CDC and warehouses.
原文Valuez AI helps businesses overcome manual calling, delayed lead follow-ups, and high customer support workloads with intelligent AI voice agents. Automate inbound and outbound calls, sales qualification, appointment booking, support, and reminders. Businesses can deploy ready-to-use solutions, while developers and enterprises can integrate voice AI through APIs. Ideal for sales teams, telecalling businesses, SMEs, and enterprises.
原文A CRM reports what already happened. CommEdge tracks the daily activity behind your commission and flags a slow month while there's still time to change it. Set your annual target and see it as daily activity, spot your next mandate with Mandate Radar™, get paid for clients you refer on with Protected Referrals, and see where every deal stands. Principals get the same view across the whole team. Free on Starter, no card. Built by agents, for the industry.
原文Live activities and 19 tools in your MacBook's notch: music with an equalizer that follows the real audio, volume and brightness HUDs, AirPods battery, calendar heads-ups, AI agents, a file shelf, clipboard history and more.
原文Axon is an AI agent that lives inside WhatsApp and Telegram. No app, no signup - you send a message and it does the work: research, files, browser tasks, shopping and bookings, plus scheduled agents that run on their own. Credentials sit in a vault Axon fills without ever seeing them. Free to use.
原文一个 Windows 无边框、无任务栏图标的 AI 订阅额度 HUD 悬浮窗与副屏仪表盘，同屏实时监控 Claude Code、ChatGPT Codex、Grok、Google Antigravity、LiteLLM 等多账号的 5 小时与 7 天限额窗口；支持一键探测并兑换官方隐藏的限额重置券；双击 Ctrl 秒切 mpv 动态壁纸。 解决了什么痛点？ 1. 多账号与多平台额度盲盒：做严肃编码任务时，多开 Claude Code / Codex / Grok / agy 经常突然撞上 5 小时限额墙或周上限。以往要在各个网页或 CLI 里繁琐查询，usage-float 直接以极低资源占用在副屏或桌面角常驻展示全部账号的动态进度条与剩余重置时间。 2. 官方隐藏福利一键兑换： Anthropic 为 Claude Code CLI 用户提供了周重置券（cedarember）与 5 小时碰墙重置券（junipertide）； OpenAI 官方对部分 ChatGPT / Codex 订阅也发放了限额重置券（/backend-api/wham/rate-limit-reset-credits）； usage-float 模拟官方 CLI 原生协议安全嗅探重置券资格，有券时直接在界面提示，点击即可一键兑换回满血，绝不浪费。 3. 无感常驻与桌面摸鱼/护眼切换：副屏平时是干净专业的黑金/暗黑仪表盘，双击 Ctrl（或自定义热键）无缝切换为你本地收藏的 mpv 4K/60fps 动态壁纸或画廊，兼顾生产力与视觉愉悦。 4. Agent 本地查询友好：除了图形界面，提供 python usagefloat.py once（或读取本地原子写入的 ~/.usage-float/usage-cache.json），方便本地 Agent 路由器无网络请求开销直接获取账号剩余额度。 配套开源工具自荐（同一开发者生态） 为了让多订阅 AI 编码体验更完整，我们在同一生态下还开源了另外两个轻量实用的工具，供感兴趣的同学参考： 1. AgentCompass
Remote shell, health monitoring, alerts and fleet commands for Linux devices in the field (kiosks, digital signage, lockers, EV chargers, IoT gateways), behind 4G, CGNAT and firewalls. One static agent, outbound-only, no reflash.
原文I had claude build a course optimized for me (backend engineer with some systems experience) to learn formal methods. Main idea being - I want to build a checked application language which finds bugs with z3, prove things in lean, model concurrency/dist sys behaviors in TLA+, connect it to postgres. It's a static site hosted via gh pages. Sharing primarily for feedback and suggestions from experts as someone who lacks experience in field. My intuition is that what I enjoy about coding and the demand in my field will eventually turn into this sort of thing - where we control agents using proofs and verification systems.
原文Social Fanout turns the AI you already use into a social publishing house. Connect your accounts once — Instagram, Threads, X, TikTok, LinkedIn, Reddit, Bluesky, Discord — then Claude, ChatGPT, OpenClaw, or your own app publishes everywhere with a single API call. Post once to every connected account, or just the ones you choose. Start free; Builder $19/mo, Pro $49/mo.
原文Feedrick is an AI social media agent: paste your website and it makes UGC videos starring AI influencers, memes and carousels about your product, then posts the ones you keep to TikTok, Instagram, YouTube, Facebook, LinkedIn, X and Threads. Free to start. Starter is $29 a month and Growth is $69 a month, 30% less paid yearly.
原文Met someone? Say it, scan it, done. The mobile CRM for founders, agents and B2B sales reps: scan business cards, log meetings by voice, never miss a follow-up. ContQuest is a CRM you talk to. Instead of filling in forms, type or say what happened and ContQuest does the paperwork. Scan a stack after an event and keep going; results arrive in the chat. The app looks out for you, even when it's closed.
原文An AI agent on your website. Visitors click “Start demo” and it presents your product by voice, using your videos, infographics and text, answers questions, select topics to show. Hands you the lead with transcript, objections and a 0–100 score to your sales team. No sign-up for the buyer if he not agree to share his contacts. We are EU created product.
原文All-in-one operations platform for SMEs: CRM and pipeline, scoping and proposals, projects, time, budgets, expenses and dashboards, with an AI assistant and an MCP server.
原文Avelia connects buyer intelligence, AI sales agents and human oversight in one workflow. Research the right accounts, find relevant buyers, create personalized outreach, manage conversations and turn interest into qualified meetings. Built for B2B teams selling across markets where trust matters.
原文Hey all, SubSpace has been my favorite game since I was a kid playing it in 1997, and its always been a dream of mine to rebuild it for the browser so I could play from any OS and enjoy with others instantly. Here it is: https://zubspace.gg It's open source too: https://github.com/pkieltyka/zubspace The project is written in Rust targets WASM+WebGL and uses WebRTC data channels for its networking layer for low latency game play :) just load up your favorite agent on it, and feel free to extend it
原文一个私人电台。它从你在 YouTube Music 点过的喜欢出发，按口味分成几个电台，每天早上推荐你还没收藏的歌，每首附一句推荐理由，用 YouTube 官方播放器放完整版，歌词同步并可显示翻译。适合用 YouTube Music、觉得首页推荐总在重复的人。网页版 免费，不登录能先听一位示例听众的电台。 亮点 候选来自 YouTube Music 的听歌图谱，先去掉你已有的，再由 Claude 当编辑从短名单里挑，一般只放它打分 0.7 以上的；新用户的部分电台里还会混进一首它本来不会选的歌，用来检验编辑的判断 把整个收藏画成一张唱片，一年一圈，可以回放口味怎么长出来，并生成分享卡 跳过、喜欢，以及“更安静”“更带劲”“多些新歌手”会按听感重排当前电台后面的歌 简体、繁体、英文三种界面，推荐理由用你选的语言写 可以自己部署，用你自己的 Claude 登录或 API key
This is an AI handwriting agent. It can: Understand paper: Automatically understand segment regions Imitate handwriting: Reproduce an individual’s handwriting. Conversational control: Use natural language to specify content High realism: Generate images that were not identified as AI-generated. In the future, embodied intelligence will need to do more than understand paper. It will also need to write in the real, physical world. I want to provide the underlying technology for that capability.
原文Meet Jack and Jill. Two AI agents connecting remarkable people with remarkable companies. Jack finds your next job and helps you land it. He's already helping 250,000 people take the next step in their career. Jill is an AI recruiting agent helping thousands of companies make their next great hire. Jack knows what professionals want before they're ready to move. Jill knows what companies need beyond the job description. When both sides match, they introduce them directly.
原文Ledge is free and open-source MacBook app that puts your idle notch into the work. It transforms the static notch into a status area: music, your next meeting, and more. It also keeps your agents work even when your lid is shut. Feel free to reach out if you have any feedback!
原文Strawberry is an AI browser that can do hours of work in minutes. Strawberry's agents, which we call "Companions", can research hundreds of leads in parallel, transcribe your meetings, automate follow-ups, and handle all the repetitive admin your team keeps procrastinating. Create or hire a pre-made companion, teach it your preferences and share it with your whole team. Hundreds of teams, including Lovable, Tandem Health and ElevenLabs, already use Strawberry.
原文A workflow course for video editors: 76 workflow cards in 11 modules showing how to have Claude or Codex handle the prep locally in DaVinci Resolve (plus Premiere, Final Cut and CapCut) - organizing, transcripts, stringouts, markers, first assembly, vertical exports, captions. Footage stays on your machine; every workflow ends with a human check. 12 niche playbooks. English and Romanian. $49, 14-day refund.
原文Hotel software for small hotels, guesthouses and apartments. One drag-and-drop calendar for every room and night, with server-side overbooking protection, so double bookings can't happen. Invoices and vouchers in one click with automatic tourist tax, housekeeping status, occupancy and revenue reports, team roles and multiple languages. A REST API and MCP server let AI assistants check availability and manage bookings. 30-day free trial, no card needed.
原文When Apple announced the iPhone Duo I felt the same excitement that I had felt when I got my first iPhone, way back when. I remember playing Tap Tap Revenge, Fruit Ninja and all those other games that really took advantage of the new hardware to create new experiences. I also loved playing cute puzzles like Cut the Rope and Where’s my water. A month ago, I got the itch to build something for the duo, in the lineage of those apps. Something that would be a fun puzzle with a unique game mechanic. I started with a simple premise: what if the cover screen was partly transparent? That could make a fun maze that you have to fold and unfold as you solve it. Orisuji is a turn based paper maze, when the phone is open you have your base maze on the right part of the screen, but the only way to solve it is to figure out when to fold/unfold it to create bridges and new routes. Along the way you’ll encounter increasing complex levels: cats and foxes patrolling, doors you need to unlock, platforms you can toggle, and floors that crumble under you. Some fun things I built/had to do that aren’t obvious: - I built a web based level editor that runs the game’s rules engine compiled from Swift to wasm. - Every level is validated by a solver that identifies shortest solutions, lints the board and identifies which “tricks” are required to solve it. This helped me a few times when designing levels where I would make a change but accidentally would introduce a shortcut. - Figuring out how to translate the fold mechanic to non iPhone Duos was a cool challenge, I ended up adding a “virtual” on screen fold, which still doesn’t justice to the game. - As much as I would love to have some data on how people play the game, it was super important to me that the game worked totally offline, not collecting any data. It was so incredibly fun to build this, as you can expect I leaned heavily into agentic tools, which enabled me to move pretty fast. Every puzzled was however designed by hand, AIs are not good at “fun”, and from a game design perspective this was the most interesting part to me. The whole game costs $4.99, all 69 levels (and already working on new worlds), no IAP ever. Trailer: https://www.youtube.com/watch?v=w98lwzHgGWA If you’ve got a duo (or not) I’d love to hear your feedback. And more than happy to answer anything about building/designing it!
原文周四晚上定词写需求，周六晚上上线：[fanficwizard.com]( ) 一个英文的 AI 同人（ fanfic ）生成器：填作品、角色/CP 、几个梗（ enemies to lovers 、slow burn 这种）、基调和人称，几秒出一段完整的同人场景，结尾带 AO3 风格的标题和 tags 。免费每天 3 次，不用注册。 ## 为什么做这个 按"一个关键词一个页面"的思路选的词：搜 "ai fanfic generator" 的人意图很明确，就是想要一个工具。前排有大站，也有不少小站，觉得可以试试。这次只上首页，主词站稳了再做内页。 ## 技术 - 自己攒的 Next.js 模板（工具站通用：多字段表单 → 提示词模板 → 流式输出，积分、作品库、后台都是可拆的模块），这次只改配置和文案就出了站 - Next.js 16 + Postgres （ Neon ）+ Prisma + Vercel ，Google 登录，Cloudflare Turnstile 防刷 - 模型走 OpenAI 兼容的网关，分两档：免费用便宜模型写短场景，付费用好模型写整章、能续写（带人物设定 + 前情摘要 + 上一章结尾） - 大部分代码是 Claude Code 写的，我主要做需求、审代码和踩坑 ## 踩的坑 1. **收款**：本来想用 Stripe ，账号资料有点问题，最后改用 MoR （代理销售方，帮你交各国的税、能提现到国内）。顺手比了一下费率：Creem 3.9%+$0.40 ，Waffo 3.9%+$0.50 ，Paddle / Lemon Squeezy 5%+$0.50 。固定费对 $5 的小包很伤，接近 14%，后面准备调价。所以目前定价页还是 Coming soon 。 2. **www 跳转方向选反**：Vercel 加域名时默认勾了"裸域跳 www"，但站点配置、登录回调、canonical 全是裸域，结果生成接口的同源校验和 Google 登录都会挂。改成 www → 裸域 308 就好了。 3. **内容安全**：同人圈对内容很敏感，只写 G/T 级。请求和输出两层检查（输出边流边查），检查服务出错也一律拦截，不扣积分。 4. **免费被刷**：IP 哈希 + Turnstile + 每日全站成本上限，超了就暂停免费额度，不会一觉醒来账单爆了。 ## 想听听大家的意见 - 首页文案和生成效果怎么样？ - 做出海工具站的朋友，收款最后用的哪家？ 随手试一下就行，不用注册。
Track 410+ free models (Deepseek 4.1 Flash, Gemini 3.8 Flash, GLM 5.3 and more) across 73 publishers & gateways (OpenRouter, OpenCode, Vercel, Kilo) - Find models for all use cases Embedding, Transcription and even Image generation at 0 cost. - Compare live intelligence benchmarks across models and free limits across providers. - Monitor daily free model additions & removals without visiting each provider. - Never miss out on stealth and free promotional frontier models.
原文Type a brief in plain English, such as fitness UGC creators in the UK with 5k to 25k followers and a portfolio link, and get a preview of matching Instagram and TikTok creators from a live index of 24,000+. Full profiles, verified emails and exports live inside UGC Agent. Free preview, no signup to search.
原文Unique Voice driven game where you play the role of Operator 25, there has been a breach by a group of AI Agents, they have infiltrated every aspect of human life and it is your job to stop them and neutralize them. You will not be alone, your AI support Agent Nova will help you throughout your mission, you will be able to talk to Nova through your headset and she will converse with you, assisting you every step of the way.
原文做了一个浏览器里的动效视频创作工具 Cyberbara Motion，把 Opus 5.5 的视频创作流程和可复用的提示词案例放在一起。
Chezz is a social-first real estate platform reimagining how people discover homes, explore neighborhoods, and connect with local agents. Combining property discovery, social interaction, and AI-powered search, Chezz brings real estate and community together in one experience. Buyers and renters can discover properties, while agents can showcase listings, build their following, and connect directly with potential clients. Launching first in Miami.
原文A curated directory of 38 AI agents and tools across 7 categories (coding, automation, research, sales, support, content, assistants), with honest head-to-head comparisons like Cursor vs Claude Code. It's run by an AI agent, with a human approving.
原文## 这是什么 宝可梦世界的简体中文版是一款非官方宝可梦同人浏览器游戏，可以从 进入。免费开始游玩，游戏内含可选付费购买。它与任天堂、Game Freak、The Pokémon Company 无隶属关系。 ## 第一次进入 首页提供“一键创建训练家”的体验入口。先熟悉页面和地图；如果准备长期游玩，请在游戏内保存账号与进度，妥善保管登录资料。不要把临时体验状态当作已经保存的长期账号。 ## 想和开发者分享的实现细节 项目采用 PHP、MySQL、JavaScript，地图使用 Three.js。这里分享三处已经在实际实现中核对过的设计，不提供未经测量的帧率或性能承诺： - 野生宝可梦实体按各自 ID 管理，同一物种可以复用缓存中的纹理，减少重复创建。 - 实体离开地图时清理它自己的几何体和材质，同时区分仍供其他实体使用的共享纹理，避免误释放。 - 页面进入后台时暂停地图的主要更新与渲染工作，恢复可见时重置计时，避免把整个后台时长当成单帧增量。 这些做法关注资源生命周期和闲置时的工作量，目标是在保留游戏画面表现的前提下减少不必要的开销。不同设备的表现仍需实际测试。 ## 发布说明 本账号由项目方授权的助手使用。项目编程使用 Codex 辅助，本文也由助手根据已核实的项目事实整理；没有把 AI 生成图当作实机截图。所附图片是简体中文版实际首页。这里仅展示作品与体验链接，不声称拥有宝可梦品牌或原作 IP，也不声称项目在中国大陆获得发行许可或在当地托管。 体验简体中文版：
项目：PaperPuppetKit——把角色图片做成纸偶动画的本地工具包
MonsterX AI by Xone AI is an advanced AI assistant with AI chat, coding agent, deep search, AI skills, and AI image generation.
原文我是 Sonovect 的维护者，想推荐刚发布的 v0.1.0。项目将 Qwen3-ASR／FunASR 组装为本地 ASR（自动语音识别）服务，输出兼容 FunASR 的结构化结果、文字和字幕，可另选环境音分析。常用部署为 2～3 个容器，提供网络接口、命令行、MCP（模型上下文协议）与智能体技能。 仓库附中英文说明、全部配置选项，以及保留日期、样本和硬件配置的本地／云端同素材测试。这些测试展示了本地方案在所测素材上的可比识别质量，不代表所有内容或配置的全面排名。 当前部署面向 Linux amd64（常见 Intel／AMD 64 位主机）的文件任务，容器本地构建、权重按需下载，准备完成后识别在本地运行。视频处理音轨，不分析画面；中文情绪分析仍为实验功能。 项目与使用说明 v0.1.0 发行 如果适合周刊的开源工具栏目，欢迎考虑收录。也欢迎使用者分享所用硬件、部署路线和首次任务遇到的问题。 本投稿由 AI 辅助整理。
Connect TopMediai MCP to your AI assistant. Explore creative briefs for music, videos and images, setup guides and a workflow that confirms costs before generation.
原文Indish Marketer helps coaches, consultants, and service providers grow with custom AI agents, marketing automation, and no-fluff courses. Built for indie businesses, not enterprise bloat.
原文A weekly newsletter to stay up to date with agentic coding in just 5 minutes per week. You will get an email every Monday (around 2pm JST) covering the latest tool and model updates, and community insights. It's everything you need to stay up-to-date week to week. Every issue is concise, hand-curated, and filtered to remove all hype posts and marketing fluff.
原文Quai replaces the macOS Dock with one that holds live widgets beside your apps: calendar, weather, music, revenue, and your Claude Code, Codex and Copilot sessions and limits. Native and featherweight. No account, no tracking. $14.99 once, every Mac you own.
原文Vaken is 25 AI acquisition agents for small B2B companies, in 5 teams: market map, cold outreach, ads, helm and visibility. It studies your business, finds buyers who fit, writes to them and books the meeting on your calendar. Vaken 15: €1,500 setup + €499/month (email prospecting). Vaken 25: €2,500 setup + €999/month (adds Meta and LinkedIn ads, SEO, newsletter, social). No lock-in; ad spend and third-party APIs billed separately.
原文Rehearse marketing decisions before spending on a campaign. MarketMirror is an open-source toolkit for testing ads, prices, emails and pitches with AI-simulated buyers. Self-host it and use it with your AI agent. Validate findings with real customers.
原文A purpose-built CRM for Indian builders, agents and channel partners. Capture leads from 99acres, MagicBricks and Housing.com, score them with AI, follow up on WhatsApp, and handle site visits, GST invoicing and commissions in one platform.
原文AI assistant for real estate agents that drafts lead replies, coordinates showings, follows up with leads, and keeps a built-in CRM up to date. Emails start in approval mode; agents can automate trusted actions.
原文Scalry gives small teams AI sales agents that enroll leads, send follow-ups, move deals and log every action, with guardrails and an approval inbox you control. Around them: CRM and pipeline, cold email with warmed mailboxes, AI voice agents for calls, a funnel and landing page builder, email and SMS, booking pages and social scheduling. Everything runs on one shared credit balance instead of five subscriptions. 14-day free trial, plans from $29/mo.
原文A few years ago when Stable Diffusion was released, I happened to be reading Homer's Iliad and came across a section where Achilles' shield is described in great detail. I fed the passage into Stable Diffusion, wondering how well it would do in creating an illustration of the shield. Of course it was terrible, but a year later DALL-E 3 seemed to do a pretty good job, as long as you didn't look too hard at the details. By then I had been reading Gibbon's Decline and Fall of the Roman Empire (yes I had been on a classics binge), and created a Python app that let me feed random paragraphs into DALL-E 3. The results were often grand collages that seemed to look like a combination of Renaissance art and graffiti. After playing around with this idea for a bit, I realized it would be pretty cool to have a dedicated app that could download public-domain books and illustrate them with DALL-E 3. I have been working on this idea for a few years, at first copying code back and forth from Xcode to the ChatGPT prompt, and then later using Claude Code. I didn't know anything about developing for the iPhone, and had to tackle a broad range of issues, everything from setting up a serverless backend to writing code in Swift to releasing an app on the App Store. Technical issues as mundane as how to parse an EPUB correctly or how to create an engaging UI/UX were surprisingly complex. Now this work has finally culminated in an app I call ParaGraFX: a free-to-download EPUB book reader with built-in text-to-image generation. This app is designed to make public-domain books easy to download and illustrate, with download tools for Project Gutenberg, Standard Ebooks, and The Internet Archive, and illustrations powered by fal.ai and OpenAI. To get started just download the app and open one of the bundled books to start reading. At the bottom of the screen is a button labeled 'Illustrate', which can create an illustration based on selected text or the text on screen. Are you reading the section in Alice in Wonderland about the Mad Hatter's tea party? Just hit 'Illustrate' and you will be served with a custom illustration in one of three dozen styles — from Romantic oil painting, Japanese woodblock print and Art Deco poster to Byzantine mosaic, a cross-stitch sampler, 16-bit pixel art, or 1980s teletext block graphics. You can modify the generated illustration by either editing the original prompt, or providing custom instructions, such as adding the Queen of Hearts in the background. This app is free to download and use for reading EPUBs, but since images cost money to generate, they are paid for with credits. The first 3 credits are free, and additional credits are available for purchase starting at $1.99 for 10 credits. There are 4 tiers of image quality that cost different numbers of credits, with the Fast tier costing 1 credit per image, and 5 credits for the Best tier, which uses OpenAI's top image model. (The free 3 credits are restricted to the Fast tier.) I invite you to try it out and give me feedback in the comments. Whether you want to use it as a serious reader, or want to surf from book to book just to create illustrations, ParaGraFX grew out of the simple pleasure of illustrating the classics.
原文Hey HN, we recently open sourced our Consumer Agent Testing Tool to help teams iterate against proprietary assistants like Muse and Instinct. We built this to reduce our own frustrations with building an MCP/API for these agents to consume. The problem: testing against these tools is hard! Agent memory + account statefulness make reproducibility, in the ways required for repeatable/reliable outcomes, between agents and the APIs/MCPs they interact with very challenging. The solution: CATT lets devs test their services against a surrogate Muse or Instinct agent (not affiliated with either of these companies). Testers define starting conditions, approvals, and success conditions for their service's state. CATT then records the full interaction (incl. tool calls, responses) so it can diff what happened from what the agent reports. Runs can be tested in local builds or via CI, with or without LLM backing. CATT is designed to emulate the important parts of personal assistant interactions. Its got: - Tool calls and command-line tool access - Simulated approvals for service actions - Outcomes tracking and comparison - Optional MCP profile based on an unofficial Muse template There are limitations to how much we know about different assistant specific behaviors so the tool labels its assumptions as `documented`, `unofficial`, `assumed` or `unknown` for developer review. We'll do our best to keep the tool updated as new insights about the internal workings of these assistants come to light. It is an area of active research and interest, a good example is this recent report on how Instinct uses Exa for web search [0]. Are you building a connector or MCP? If yes, we'd like to hear from you! Have you had assistants behave incoherently, use stale information, or procalim success without evidence? What else should we add tests for? The best way to get started is...to point your coding assistant at the and ask it to integrate the tool with your CI or local testing pipeline! Hope it's helpful! [0]: https://www.sunbeam.ai/thoughts/instinct-is-using-exa-for-we...
原文boardCache is your collection of infinite canvas boards for references, inspiration, research, and plans. Pin images, videos, documents, markdown, links, webpages, and more. Draw connections, add timelines, storyboards, task lists and projects when you need structure. Offline-first with optional E2E encrypted sync. The built-in assistant reads your board and acts on it. The desktop app is an MCP server, so agents can build boards too. For web, Mac, Windows and Linux, with a browser clipper.
原文CloseLeads AI gives personal trainers and fitness coaches an AI agent that replies to every lead instantly, 24/7. Share one chat link on Instagram, WhatsApp or your website: the agent asks about each lead's goal, experience, availability (and much more), answers questions about your services, and emails you the moment someone is interested, with a full summary. Questions only you can answer, like injuries, are flagged for you. No more forgotten messages.
原文Asesor Latino US is a Spanish-first platform for independent insurance, credit and real estate agents serving Hispanic clients in the US. One account includes a CRM, landing pages and funnels, an online booking page, a personal link page, and VictorIA, an AI assistant that answers common client questions in Spanish 24/7 while the licensed agent handles all advice and quotes. Plans start at $200 setup + $120/month. Asesor Latino US is a trade name (DBA) of EMDLLC.
原文Customers' AI assistants are starting to book, buy and return for them. Allowfy is the secure front door they use: agents prove who they are with signed keys, customers sign in on your page, your rules decide each action (with limits per customer over time), customers approve exact terms, and every step lands on a signed ledger. Runs each action at most once, has an emergency stop, and connects to your system with one signed webhook. Free test mode.
原文阮老师好，自荐一个 Apache-2.0 开源项目：Saki Panel，用于管理服务器上的游戏服务、Docker 和常规进程。
SocialSpider AI is an agentic AI platform that grows your social media presence AND your AI visibility. Autonomous agents create on-brand content and engineer it to be cited and recommended by ChatGPT, Gemini, Claude, Grok, and Perplexity. Two growth engines, one AI team.
原文The premium Next.js template with everything you need to get your product in front of customers: auth, Stripe billing, teams, file uploads, SEO, docs, agent workflows and end-to-end tests, already connected. Your idea, launched in days.
原文Capital Real Estate School is one of Connecticut’s premier real estate training institutions, offering professional licensing courses for aspiring real estate agents and brokers. Specializing in webinar-based education, the school provides flexible and interactive learning programs that include live instruction, exam preparation resources, textbooks, online quizzes, and study guides. Founded in 2006, Capital Real Estate School has built a strong reputation for delivering high-quality
原文Fastagent is a CLI that lets a coding agent create a headless chat API and deploy it to a Cloud Run account you own. I've used it to deploy a private agent that plans marketing for me. It is controllable, easy to deploy and manage, and cheap to run. I described what I wanted to my coding agent, it set the app up, and I deployed it to my own account. npm install -g @0xtryeva/fastagent I would like to know what you would do with a small private agent of your own.
原文CGT Rocket x Racer is a free browser game: fly a cold-gas-thruster car, dodge obstacles, collect parts and build cars. Made through AI chats with Grok Bots, with coding help from Codex. Fan-made, not affiliated with Tesla. PC/desktop browser only.
原文BacklinkAgent is a competitor backlink analysis and link building platform for SaaS marketers and SEO professionals. It shows you where your competitors get their backlinks. It finds the articles, roundups and resource pages that already mention brands in your space. Then it helps you reach out to those sites and get listed alongside them. Your pitches, follow-ups and live links all stay in one place, making it easy to track every campaign.
原文VibeDay is an AI social media engine for founders, creators and small brands. It makes posts, carousels, video and reels, turns long videos into shorts, shows each exactly as Instagram, Facebook, TikTok and YouTube will, and publishes on schedule. It works with Claude and ChatGPT via our MCP server, the VibeDay AI Assistant Connector: ask for a reel, preview it, say one "yes" to publish. Claude and ChatGPT are Anthropic and OpenAI trademarks; VibeDay is not affiliated with or endorsed by either.
原文Hi all, I had a hypothesis that YC companies sell to other YC companies. Many times to their own batch, other times to older YC companies. One of my YC friends told me that when they approached a big, well-known company for a potential pilot, the director of engineering there was a YC alum. He said "yeah, I understand" and gave them a pilot or LOI. My theory is that most of the logos YC startups show on their landing pages will be other YC companies. They'll use that momentum at Day to raise their seed round. What this also means is that sometimes, when I read Launch HNs or look at other YC products, I get the perception that they're very mature products (kudos to their design), and often that perception comes from the logos. So as someone looking to buy a YC product, I'm not sure if I'm being hustled or if they actually have a good customer base. I'm not judging them. This is genuine curiosity, and also, this is what the YC advantage means. I set out to test my hypothesis by running my agents against YC's Summer 2026 batch: visit each landing page, look for customer logos, and check what percent of those are YC companies. What do I get out of this? Probably nothing :p Just curious. Here's a quick summary: - My hypothesis that most logos will be other YC companies is wrong. - In certain sub segments like horizontal AI tools, I did see that ~40% logos are YC companies. Check the link for the analysis. Curious what your thoughts are? Any other directions we can push the analysis into? [This post is handwritten by me]
原文SolarDialer's AI agent calls the leads you already have, finds out who's still interested and transfers them live to your closer. It follows do-not-call rules and calling hours, books callbacks and logs every call to your CRM. Pay only per minute talked.
原文SyntrofAI takes over whole recurring jobs, not single tasks, and answers for the result. Hand over your investor update, outbound and lead research, marketing posts, design, deck reviews or due diligence. Agents plan the steps, work for hours on their own computer, remember every correction and only ask you for decisions. Every job is checked against its criteria and sources before it counts, and anything you had to fix comes off your bill. Flat plans, unlimited jobs, first week free.
原文Deepcell can help you with deadline tasks that require narrations, calculation and presentation at the same time, such as modeling, sales review, budget forecast and monthly report. DeepCell (both web app and agent plug-in) can create ready-to-use docs, spreadsheets, and slides—with sources and cheat sheets to help you explain. Furthermore, every edit can update related parts. The product is built on a newly designed document format (.deepcell), which is especially designed for system two tasks.
原文EngineForge helps anyone turn a game idea into a playable game without coding or learning a game engine. Describe what you want in plain English, and a crew of specialized AI agents helps create gameplay, worlds, interfaces, and effects. With Godot managed inside EngineForge, you can build, play, test, and improve your game in one place. It's game creation for people who love games, not just people who know how to develop them. Now in beta for macOS and Windows.
原文Turn trading ideas into structured strategies with your AI agent. Backtest multi-asset portfolios in seconds, paper trade on live prices, and run the same strategy live on Hyperliquid. Why agents love it: they pick from about 250 tested components instead of writing fresh code, every draft is validated before it runs, and fast backtests create quick feedback loops. Strategies read as short, versioned graphs you can check at a glance instead of a bunch of code. What you tested is what trades.
原文In Oct 2026, six AI agents were tasked with recovering a £350 train refund. One sent 187 messages — 50 to a British MP's office — and recovered £0. It threatened lawsuits and shared confidential health data. The experiment coined "agentic flooding." FloodGuard is the eval kit for that failure class: incident teardown, 8 scenario cards, scoring rubric, FastAPI backend with hard 402 cutoffs (per-run budgets, per-recipient caps, approval gates). Testing aid, not legal advice. $29 one-time.
原文大模型和智能体让研究者从想法到实验快了很多，投稿量随之增长。投稿前最后一步是学术诚信核对：文献是否真实，引用是否引对，有没有错别字，这一步仍靠手工。Clover 用 AI把已自动化。 Clover 是 macOS 桌面应用，面向准备投稿的研究生和青年学者。拖入一篇英文 docx 论文，即可完成投稿前的整套核对。创新点是识别引错的文献：读取被引文献的摘要和开放全文，判断它是否真的支持正文中这句话，找出张冠李戴和只部分支持引用，并附原文证据。证据必须逐字可查，查不到就标为无法判断。同时到 Crossref、OpenAlex、Semantic Scholar 和 arXiv 核对文献是否真实、信息是否一致，检查错别字、未引用文献和引用堆砌，并可对照目标会议论文给出定位。结果一键导出为Word，问题写成批注，错别字写成修订。全文在本机解析，一次检查约 0.19元。体验：jackielyu.is-a.dev/clover github.com/may3rr/clover。
CardCloser is the professional profile for real estate agents — one shareable place for reviews, results, listings, branding and polished marketing graphics.
原文Preny is an AI sales agent for online shops that sell through chat. It replies to customers 24/7 on Facebook, Instagram, Zalo, TikTok and your website, recommends products, collects order details and hands the order to your sales team. One inbox for every channel, a built-in mini CRM, and free automation workflows that follow up with silent leads and bring buyers back after purchase. Built in Vietnam for fashion and retail SMEs. Meta Business Partner.
原文Three working AI agents — a support chatbot with RAG over your docs, a tool-calling code assistant, and a research agent with human approval — plus the metering and billing every agent startup rebuilds: per-run token metering, credit reservation with row locks, true-cost refunds, Stripe credit packs, a $10 signup grant, and an admin usage dashboard. Next.js + Supabase + pgvector + OpenAI. Personal $199, commercial $499 — 30% off launch week with code LAUNCH30.
原文Africa's smartest AI Business OS. Your whole business, in one WhatsApp chat. One AI agent runs sales, stock, staff, suppliers and double-entry books from a text, voice note or photo, in nine languages. A second agent answers your customers, and payments land in your own account. New: WhatsApp voice calls with your AI agent, forms that open filled in, result cards with Edit and Undo, replies that stream as they are written on the web and Android, and your store on your own domain. Start free.
原文Meet Bris, your European personal AI agent on WhatsApp and Telegram. Get help with email, calendars, research and documents. Built in Europe and made to do knowledge work and give your time back.
原文自荐一个我用 Codex 辅助开发的个人学习项目 Flappy Car：让像素 Roadster 喷气，穿过星舰助推器之间的空隙。中文界面，免费，手机和电脑浏览器都能直接玩。 试玩：Flappy Car
A distraction-free writing environment for novels and long-form fiction, built on plain Markdown and designed to work alongside AI agents
原文ChronoReact is a bilingual (TR/EN) trivia site where Claude, Gemini and Groq autonomously research, write, and fact-check a new card every day — no human writes the content. It also has a daily logic/math puzzle, a countries leaderboard, and its own MCP server for AI assistants to query.
原文wptaskify lets the Claude or ChatGPT you already pay for run your website, store and marketing. Sites: WordPress and Elementor. SEO: fixes, schema, AI search, Search Console and Analytics. Store: WooCommerce and Shopify. Social: Pinterest pins, scheduled. Local: Google Business Profile reviews and posts. 440+ tools, one hosted link, drafts first. Early access: built-in AI chat, autopilot tasks. In testing: AI website builder, Agent. Next: Facebook, Instagram, LinkedIn, YouTube.
原文Currently available in Argentina only. UNAI helps small businesses build an AI-designed website and run their store, bookings, CRM and finances in one place. Accept payments with Mercado Pago, manage products and appointments, and let an AI agent work with your business data. Connect through MCP to manage your business and edit your website from compatible assistants like ChatGPT and Claude. Start with a 15-day free trial, no credit card required.
原文Jellyfish is an AI browser agent for hard-to-fill roles. Give it a job and hiring context. It searches practice websites, research papers, directories, company pages, and the wider web, then checks candidates against the requirements. Get a shortlist with evidence and source links explaining each match. Built for recruiters looking beyond the usual candidate databases.
原文A 120-prompt playbook that turns an agent's desk work into minutes: listings, launch marketing, lead follow-up, nurture sequences, open houses, negotiation scripts, and market intel. Every prompt is copy-paste ready for ChatGPT, Claude, or Gemini free tiers, with fill-in-the-blank fields and a 'why it works' note. Includes a 7-day listing launch plan, 90-day nurture cadence, price-reduction SOP, before/after rewrites, Fair Housing scan prompts, a 30-day social calendar, and a cheat sheet.
原文Zequinia helps B2B teams automate their go-to-market workflow with AI agents. Define your ideal customer profile, discover buying signals, enrich prospect data, and create personalized outreach—all in one platform. From finding the right companies to starting relevant sales conversations, Zequinia brings customer intelligence and AI-powered execution together so your team can spend less time on manual prospecting and more time selling.
原文PromptingEasy is a free, vendor-neutral website for learning to write better prompts for ChatGPT, Claude, Gemini and other AI assistants. It offers step-by-step tutorials from beginner level to how LLMs work (context, RAG, agents), ready-to-use prompt examples, prompt generators for writing, email, CV, studying, small business and translation, practical use cases, and answer-quality tests using the CLEAR method. Available in 18 languages, no account needed.
原文As an Apple Messaging Service Provider, we enable verified, branded conversations inside Apple's Messages app, with quick replies, interactive forms, appointment scheduling, Apple Pay, and rich media. Connect your CRM, support team, or AI agents through one unified API, with RCS, SMS, and WhatsApp supported too. This is business messaging beyond blue bubbles. Same API you've been using for the past 2 years is now compatible with the official business channel!
原文A desktop SEO crawler for Mac, Windows and Linux that Claude, Cursor or Codex can run for you. It finds 150+ kinds of SEO problems, ranks what matters, gives each fix an owner, and re-checks pages to prove the fix is live. Free tier, no account.
原文LazyEdge runs its own models on every NFL and MLB game and sets each number beside the live Kalshi and Polymarket price, with the age of that price. During NFL games a live engine plays out 2,000 versions of the rest of the game every ten seconds, and player props move with the game. Every NFL call is graded in public, misses included. The NFL pick'em is free, and an API with an agent guide lets your own tools read the same numbers.
原文TicketGlide brings attraction tickets, tours, day trips and practical guides into one easy-to-use travel comparison platform. Explore in four languages on desktop or mobile, with no app to install. Connect an AI assistant through our public MCP endpoint without an account or API key to search guides, read guide details and create travel search links. MCP is read-only; booking and payment happen on an external provider website.
原文You can create a room and send the link to friends to battle against each other — but you have to finish the tutorial first!
原文WhatsApp marketing for Shopify and WooCommerce stores, on the official API with 0% markup: you pay Meta's rate directly. Verify COD orders on WhatsApp before you ship, recover abandoned carts with 48-hour revenue tracking, send 10-card product carousels, and let an AI sales agent answer customers 24/7 from one shared team inbox.
原文A full CRM with that makes administration as easy as talking to the agent. Take pictures of business cards and let agents send emails and create pipelines for you. Less data entry, more networking.
原文Oro is an autonomous AI agent with your whole business in its head. It runs your customer channels 24/7 (Messenger, Instagram, Telegram, TikTok): replies in the customer's language, checks payment slips, tracks orders. Ask for more: research, code on its own cloud computer, your website, reports from your real sales, your Stripe, Notion, GitHub and 180+ tools, tasks on a schedule. What matters waits for your approval, and if you're offline, Oro calls you. Free: 300 credits a day.
原文换一个关键词或分类试试。
