DEV TRENDS / CATEGORY
2026年10月21日 – 2026年10月27日 内首次发现的 443 个新项目，已跨 9 个来源去重。
2026年8月5日 – 2026年10月27日 内首次发现 4821 个项目
Turn an old tablet, phone or wall panel into a Home Assistant voice satellite. Wake word detection runs on the device (ONNX); speech-to-text via HA Assist, offline Vosk or Android's recognizer. Audio stays in your network unless you pick Google STT. 2.99 USD.
原文Casebound combines mobile session recording with a forthcoming Mac documentation app. Record with consent, keep audio on your device and transfer it directly over a local network. On a compatible Mac, transcription and SOAP, DAP or BIRP drafts run locally after model setup; clinicians review every draft before export. Recorder apps are available for iPhone, iPad and Android. The Mac edition is awaiting App Store release, so the complete processing workflow is not yet publicly available.
原文求职时，岗位描述、不同版本的简历、投递进度和面试反馈经常散落在多个地方。Offer来敲门把这些步骤放进一个本地运行的中文工作台，适合已经使用 AI CLI、希望系统整理求职过程的朋友。 可以从一个目标岗位开始：手动添加职位，结合自己的真实经历生成岗位专属简历和沟通话术，核对后导出 Word、PDF 或 Markdown；自行投递后记录进度，再围绕该岗位生成面试题，进行文字或语音练习并查看逐题反馈。 也支持多个招聘来源的职位发现与匹配分析。需要登录的平台由用户自行登录，来源可用性受平台页面与访问限制影响，工具不自动投递。 运行需要 Node.js 24+，以及已登录、有可用额度的 Codex 或 CodeBuddy CLI；Claude Code 已实现适配，但尚未完成真实账号流程验证。项目采用 Apache-2.0 许可证，模型使用可能产生费用。 档案和求职记录保存在本机；AI 处理仍会将经历、技能等任务内容发送给所选 CLI 配置的服务，不是完全离线工具。 欢迎试用后反馈：哪一步最有用，在哪一步遇到阻碍？反馈请附操作系统、引擎及版本、操作步骤和脱敏错误信息，无需上传真实简历。
Hey HN, I've been building Sectr, a backend-as-a-service for making it easy(ier) to develop and deploy AI agents. Deploying agents requires non-trivial systems design work. Consider a support agent: how do you stream messages to your frontend, how/where do you persist messages for frontend fetching later (or for auditing), and when the agent wants to issue a refund, do you spin-down the compute infra while it's waiting on human approval? Sectr aims to be the serverless abstraction and platform to provide these systems for you. No sign-up needed to try using the dev server: curl -fsSL https://sectr.dev/install.sh | sh # Install CLI sectr init my-agent && cd my-agent # Starter code sectr dev # Dev server, with UI to test chatting Sectr provides: - Streaming of every token, tool call and event, and persistence so they can be loaded fresh later. - Scaling up, and down to zero when the agent needs to wait, and resumption right to the suspended agent's state. - Human approved tools automatically use Sectr's suspension and resumption capabilities, no code needed from you. - AG-UI endpoint for any deployed agent so you can trivially hook up your frontend - Local dev server experience, so you can rapidly debug and iterate on your agent's behavior At the core, you can deploy any container image to Sectr as long as it implements a certain shaped HTTP endpoint. In practice, currently Sectr provides adapters to let you deploy your existing OpenAI Agents SDK, LangGraph, or Pydantic AI agents, with only 2 new lines of code: app = AgentApp(name="support") app.add_route("/chat", openai_agents(agent)) Certainly the hardest part of building Sectr was getting the resumption logic to be correct and invisible, across the Program State x Model Provider x Agent Framework matrix. For example, an earlier bug was when a model replied with text plus a tool call, Sectr would resume that as two separate messages, instead of one message with a text and tool part. This works, but breaks prompt caching (and might subtly change model behavior). Sectr is free during the beta (and can be tried locally without sign-up); I mainly want feedback, especially on dev & deployment experiences, any bugs, and what features would excite you. Introductory video: https://www.youtube.com/watch?v=H-y3wynkKc0 Docs: https://docs.sectr.dev
原文做 iOS app 的应该都遇到过：从浏览器复制的 App Store 链接带国家代码，比如 `apps.apple.com/us/app/...`。发给其他国家的人，要么进的是美区页面，要么 app 在他那个区没上架，直接提示这个 App 在你所在的国家或地区不可用。 所以写了个小工具 Hither： 用法：粘贴任意国家的 App Store 链接或者 app ID ，得到 `hither.link/ `。 每次点击时： - Cloudflare Worker 从请求里读访客所在国家（`request.cf.country`） - 调 Apple 公开的 lookup 接口（`itunes.apple.com/lookup?id=...&country=...`）查这个区有没有上架，结果在边缘缓存一天 - 有上架：跳到访客自己国家的商店页面 - 没上架：先试美区，再按英国、加拿大、澳洲、德国、日本等大区依次找，找到有上架的为止 踩到的一个坑：iPhone / iPad 上 App Store app 只能打开当前账号所在国家的商店，跳到外区链接一样会提示不可用。所以 iOS 访客看到的是一个小页面，有 app 图标、名字和一个跳到有上架商店的按钮；电脑和安卓直接跳转。 其他： - 不用注册，没有数据库。链接里只有 app ID ，所以不会过期，也没人能改它跳去哪 - 上架前就能生成链接：用 App Store Connect 里 App 信息页的 Apple ID - 商店信息缓存最多一天，新上架的区可能要等一下才识别到 代码 MIT 开源，跑在 Cloudflare 免费套餐上，想自己部署一份也很快： 接下来在考虑 Google Play 、自定义短名、二维码，大家觉得哪个更有用？也欢迎提我没想到的边界情况。
You interact with multiple projects, files, applications, and web resources everyday. You pride yourself on productivity. GrabThat removes the friction and mental fatigue due to context switching by associating your digital resources with natural language. GrabThat connects lightweight on-device models directly to your files, team databases, scripts, and snippets. Find your files without changing how you work—100% offline, zero cloud calls, and zero data leakage.
原文A collection of 100 free online tools for developers, designers, students, and everyday users. Simplify writing, networking, calculations, file handling, and more—all in one place.
原文Thinker cuts your coding agents’ token spend by ~20%. Thinker is an open-source proxy that sits between your agents and the model. It strips context your agent no longer needs, caches knowledge so future agents don’t have to rediscover it, and keeps your instruction files lean and current. Across my first dozen users, it’s averaged 20% fewer tokens per completed task, with no drop in success rate. For teams, it also shows where token spend is going, by team, repo, and agent.
原文Hello, my name is Berend Graham. My cofounder Shiv Oberai and I have been working on Limma for a year now with the goal of building a proactive solution to the reliability issues that plague practical AI and agentic use in companies with RAG. Limma is a single MCP that exists for the sole purpose of ensuring that the right information is retrieved with every query and no information is skipped and or missed. This means total precision and recall. We've found that this approach leads to the lowest rate of hallucination vs. solely targeting agent action verification which has made tremendous strides in capability. We do this by building a map and structuring all data-points within unstructured data as well as federating structured data for addressability so that agents don't need to search through chunks directly and instead only get the right information . We wanted this to be extremely easy to use so that anyone can set it up and try it within minutes so that the precision issues (especially with large quantities of data) that LLMs struggle with can finally be remedied. We use self-hosted models (primarily Qwen models as of current) so that the system can be deployed on one's own server if needed, and also to optimize for speed. We have a free monthly version on our website if anyone would like to try it out and provide feedback!
原文Autonomous, always-on Home Network Sentinel & Canary Honeypot for under $4 on ESP8266
原文Free desktop app for API work on localhost: *.localhost proxying with capture, a client for REST/GraphQL/gRPC/SOAP/WebSocket/MCP & more, proxy-level mocks, git-synced workspaces, visual flows, a local mail inbox, and an agent-ready CLI. Windows, macOS, Linux.
原文Hey Product Hunt 👋 I built UptimePilot after getting woken up too many times by “site down” alerts that turned out to be a network blip near the monitoring server. What you can monitor: • HTTP and API endpoints (method, status, keyword, headers, body) • SSL certificate and domain expiry • DNS records • Ping and TCP ports • Cron jobs via heartbeats: we alert you if your job is late Also included: alert routing, maintenance windows so deploys don’t page anyone, team roles and audit logs.
原文Braidplane Alpha connects APIs, databases and files with declarative pipelines, SQL transformations and typed contracts. Version specs in Git and inspect runs in the UI or CLI. For evaluation with test data and non-production systems.
原文Digital twin of a chemical site: smartphone fault reporting with AI analysis and network-based relationship models, right in your browser. Short A browser-based digital twin of a chemical production site. Staff report faults directly from their smartphone, and AI analyzes and classifies each report instantly. Relationships between plants, equipment and processes are modeled as an interactive network, so you can see dependencies and impacts at a glance. No installation required.
原文OnDevice OCR Business is a new, subscription-free OCR app for Mac, ideal for small companies and law firms that require strict data protection. It comes with features such as batch processing, a full processing log, PDF/A-2b export, support for up to 5 hot folders (including SMB and network shares), QR-sheet-based document splitting, and automated file naming based on a PDF's content. OnDevice OCR Business runs fully offline and does not collect any personal data.
原文Built by a 23-year network architect, NetKit combines real-world enterprise experience with AI speed. • 100% Free & Zero Friction: Web suite live at netkit.ccie13192.com. No registration, no paywalls, no trackers. • Built for Field Ops: IP planning, security audits, and field diagnostics. • Native Companion App (Coming Soon!): NetSmith for iOS is currently under Apple App Store review!
原文Hydra Dev Studio puts your databases, file servers, cloud storage, Git and Subversion repositories and SSH terminals in one native Mac app. Edit server files in place, compare a server with your repo, and let AI agents like Claude Code use your connections without ever seeing a password.
原文Deploy enterprise AI voice agents that answer phone calls, qualify leads, and schedule appointments 24/7. Sub-second latency with seamless human handoff.
原文Every SaaS starts with the same week: auth, payments, a dashboard, CI, deploys. SparkStack is that week, finished. A new app begins deployable with Google auth, Stripe billing, Neon and Drizzle already wired. $149 once, lifetime updates, no subscription.
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
Most tools count every image load as an open. Apple's Mail Privacy Protection and corporate scanners pre-fetch tracking pixels, so the dashboard looks great and means nothing. OutReach Pilot classifies each event as human, proxy prefetch or bot scan, and only the first one counts. Mail merge, follow-up sequences that stop on reply, CSV export and signed webhooks, all inside Gmail, sending through your own mailbox with an app password.
原文Orfeo Radar scans your WiFi and LAN and shows every connected device, then lets you diagnose them: ping, traceroute, Wake-on-LAN, WiFi channel analyzer, speed test and subnet calculator. No account, no cloud. Free with ads; Radar Pro is a one-time purchase that unlocks network monitoring, the hidden-camera finder, CSV export and saved networks.
原文Know where your salary goes and plan next month. MyPaisa helps Indian Android users track expenses, review payment SMS before saving, set category budgets and follow savings goals. Financial records stay on your phone; verification and market prices use network services. Basic free tools, a 30-day Pro trial (paid themes excluded), and optional ₹249 lifetime Pro in India. Some features need Pro.
原文推荐一个我做的免费网站：Cost My Tokens。 一句话：按官方价和网关价估算 LLM API 成本的静态计算器，打开即用，不用注册。
Merkur opens your Mac or Linux machines from any browser or phone as a real terminal, for Neovim, tmux, Claude Code or Codex. No SSH keys, VPN or open ports. It holds up on bad networks, renders like a native app and pings your phone when an agent needs you
原文Most family office lists are outdated and full of generic info@ inboxes. AllFamilyOffices gives you verified direct contacts for CIOs, principals and investment committee members at 6,000+ family offices in 94 countries, refreshed monthly. Each profile adds allocation preferences, check sizes, sector focus, recent deals and co-investment activity. Search it all in a live platform with team lists and unlimited CRM-ready exports, or buy a one-time database by country or strategy.
原文Collabbit is a student networking and collaboration app to find teammates, build real projects, join college communities, discover internships, and learn from live sessions, all in one place. Have an idea but don't have the right people to build it? Collabbit connects college students with developers, designers, creators, AI enthusiasts, and entrepreneurs who share your skills and goals. Discover students whose skills, interests, and goals match yours.
原文Spellbook deploys production-grade Web3 AI agents for DAOs and protocols in 48 hours. Zero private key custody, 100% full private GitHub code transfer, and fixed pricing built by a senior Web3 engineer. Protect treasuries, discord, and contracts.
原文Torsher 是一个开源（AGPL-3.0）的自托管媒体中心，一个 Docker 容器就能运行，适合迷你主机、NAS 或普通电脑。 它把媒体服务器、剧集和电影管理、BT 下载客户端、求片应用的功能合并成一个进程、一个数据库、一个界面，并且以电视为中心：TMDB 影视目录、LG webOS 应用、边下边播、兼容 Jellyfin / Plex / Kodi 的媒体库、自动追剧、GPU 实时转码。一个镜像支持 amd64 和 arm64，没有遥测。 项目不包含任何内容，默认不启用任何来源，用户自行接入 Torznab 索引器（例如 Prowlarr 或 Jackett）。界面目前提供英文和俄文。
Hey HN, I recently published a project for running self hosted, highly available ingress for your infrastructure: authoritative DNS for your own domain, load balancers and network mesh, to expose your web apps. It started over a year ago as side project to handle several websites for clients and other side projects, and finished as the replacement cert-manager, external-dns and ingress that works without k8s, and is independent from single cloud/vps provider. It ended up as the HA platform, able to manage dozens of load balancers with TLS termination (and Let's Encrypt integration), DNS servers and full redundant mesh. The design goal from the beginning was to prepare a tool with minimized risk of single point of failure and independent from single hosting. It is running all my home lab, nextcloud, gitlab and production websites for clients for the few last months. Quick links for those who want to test: https://dinemic.com - project page https://console.dinemic.com - hosted control plane, if you want to test it with your own vps and domain, without setting up whole stack https://gitlab.cloudover.io/dinemic/docs - project documentation In high availability section of documentation you will also find concepts and design of its components and sample analysis of downtime when things go wrong with your infra. It is AGPL, so you can host also at your own. Self hosted version covers all functionality, with API and command line tools.
原文Eigon is a cloud for small software. Connect a and it hosts your whole stack: frontend, backend, database, auth, domains and backups. When your app or API breaks, an agent finds the cause and opens a fix PR. Flat plans, cloud at cost.
原文Professional recipe management for chefs and kitchen brigades: a recipe database and archive in the cloud, online and offline on every device. AI import turns messy handwritten notes and large recipe folders into structured recipes; organise in folders, share with your brigade, scale to any yield and print complete recipe folders at once.
原文UptimeCadet keeps your sites and APIs alive: checks as often as every 60 seconds on paid plans (5 min on free), with email alerts on every plan and Slack, Telegram and Discord on paid plans — the moment something breaks. It also tracks SSL and domain expiry plus Lighthouse page-speed. Alert groups fan one incident to many channels, maintenance windows quiet deploy days, and a public status page + API show your status. Team roles; UI in 7 languages.
原文自托管零信任远程运维平台。单个 Go 二进制 Relay + 一行命令安装的 Agent + 50+ 命令 CLI，通过反向 WebSocket 穿透 NAT——被控端零入站端口。mTLS + 内置 CA + 多租户 RBAC + 防篡改审计 hash chain，并为 AI 代理提供规则门禁（自动化操作前必须先读项目运维规则并携带内容指纹 ack）。
Ask Claude Code, Cursor or Codex for an app with a website, an API, a database and an AI agent. Flisk gets every piece running together on your laptop with one command. Change the code and the app updates instantly. When something breaks, your agent can see what went wrong and fix it. Big project? Start just the part you are working on. Free, open-source core that runs entirely on your machine. Already used by Lekast, MakeOffer, mfin.services and Red Moon Digital.
原文Ramanand Enterprises is a trusted name in the field of industrial infrastructure, specializing in the design, fabrication, and construction of warehouses, industrial sheds, and cold storage facilities. With a commitment to quality, innovation, and efficiency, we provide customized solutions to meet the specific needs of businesses across various industries.
原文Secure, fast, and private access powered by modern high-performance infrastructure.
原文ondocs adds an Ask AI box to your docs: visitors get a short answer from your pages with citations to the exact section, or "I don't know" when the docs don't cover it, on your own model key. Coding agents get an MCP server (search, fetch, list_pages) and llms.txt from the same index. Plugins for Starlight, Docusaurus and VitePress, guides for Next.js, Fumadocs and Nextra, or one script tag. No vendor, no vector database. MIT licensed.
原文RapidBoard turns business data into dashboards, reports, and answers with AI. Connect spreadsheets and databases, ask questions in natural language, build visual dashboards without SQL, and share insights with your team all in one workspace.
原文O11y Watch tracks free tiers and pricing for 73 observability tools — APM, logs, error tracking, uptime, on-call and LLM tracing. Every limit is copied from the vendor's pricing page with a source link and check date, and pages are diffed weekly so you hear about price hikes and shrinking free tiers before your invoice does. Compare any three tools side by side, use the free JSON API, or get same-day alerts with Pro.
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Farka takes teams from training examples to a specialized model: profile data, quote a configuration, run training, compare against a base model, and export weights or deployment bundles with evaluation and legal metadata.
原文Verda AI Infra 组内直招 Senior Devops 北欧新晋 NeoCloud 独家兽。 Base 在 EU 和 UK 均可，支持远程办公，能够在赫尔辛基 onsite 最佳，公司可提供芬兰专家签证。 具体岗位描述见： 有字节 谷歌等大厂经验优先。 欢迎加v trk00121 详谈
Stop messaging yourself links. Cross Sync is a shared scratchpad for moving text, notes, and links between your phone, laptop, and other devices. Devices on the same network connect automatically. On a VPN or another network? Join with a single-use six-digit code. Edit together in real time, with no account required.
原文Show Along helps you report browser bugs with more than a screen recording. It captures your screen alongside user actions, screenshots, console errors, and network activity, giving developers the context they need to reproduce and investigate issues. Spend less time explaining bugs and more time fixing them. Show it once. Context comes along.
原文BrewPage 的开源公共工具层，包含 OpenAPI 契约和 TypeScript MCP 服务器，可让 AI 助手发布 HTML、Markdown、静态站点及文件，并通过所有者令牌更新或删除内容。MCP 包采用 MIT 协议，API 契约采用 Apache-2.0；托管服务本身为闭源，内容有有效期，不是永久存储。适合学习 MCP 工具如何对接 REST API。 亮点 提供 20 个 MCP 工具，覆盖发布、读取、更新和删除内容；适合分享生成的网页、报告和静态站点。 本地 npm 包与远程 MCP 端点均可使用；创建内容无需注册或 API 密钥。 创建后返回 HTTPS 分享链接和所有者令牌；令牌用于后续管理，不应公开。 自荐说明：我是项目作者 Maksim Kochetkov（GitHub：kochetkov-ma）。推荐的是开源工具层，BrewPage 托管平台的后端、前端和基础设施并未开源。 产品官网： MCP：
AI agent platform that lets anyone create, deploy and automate AI agents connected to 100+ business apps — no code required.
原文# Space.Map — 让每一字节，都一目了然 **Space.Map** 是一款基于 .NET 10 和 WPF 构建的现代化 Windows 磁盘空间可视化分析工具，致力于让复杂的磁盘空间管理变得简单、直观且高效。 你是否曾遇到磁盘空间莫名不足，却不知道哪些文件占用了大量容量？Space.Map 正是为解决这一问题而生。 通过直观的 **Treemap（矩形树图）可视化技术**，Space.Map 将传统的文件目录结构转化为色彩鲜明、大小分明的交互式图形，让磁盘空间分布一目了然，帮助用户快速定位大文件、分析存储占用，告别繁琐的文件夹逐级排查。 ### ✨ 核心亮点 - **直观的空间可视化**：通过 Squarified Treemap 算法，以矩形面积呈现文件和文件夹的空间占用情况。 - **高效的磁盘扫描**：采用迭代式 DFS 遍历与渐进式扫描机制，持续反馈扫描结果。 - **快速定位大文件**：自动统计占用空间最大的 100 个文件，轻松发现存储空间的主要消耗来源。 - **交互式目录探索**：支持目录层级下钻和面包屑导航，自由探索文件结构。 - **现代化 Windows 界面**：采用 Fluent Design 设计语言，支持深色与浅色主题。 - **安全可靠的扫描机制**：针对深层目录、符号链接及重解析点进行防护，避免遍历异常和循环扫描。 - **中英文双语支持**：提供简体中文与英文界面，满足不同用户的使用需求。 ### 🚀 技术特色 项目基于 **C#、.NET 10、WPF 与 WPF-UI** 开发，采用模块化架构，将核心扫描算法、基础设施与界面展示清晰分离，兼顾性能、可维护性和可扩展性。 ### 🌍 开源理念 Space.Map 以 MIT 协议开源，欢迎开发者学习、交流、提出建议并参与贡献。 **让存储空间不再是冰冷的数字，而是一张可以自由探索的地图。** **Space.Map — See Where Every Byte Goes.** GitHub：
Hands-on DevOps learning on real infrastructure. Every lab runs in your own Kubernetes namespace or practice AWS account, and 35 incident simulations, many rebuilt from public postmortems, page you to debug real faults. All 245 lessons are free. Finish a course to earn its badge and a certificate you can download or add to LinkedIn.
原文Offline AI transcription for voice recorders and phone memos. Point Voice Rack at your recordings and every file gets a transcript, a summary and tags. Ask one recording, a folder or tag, or your whole library; every answer cites the second it came from, and one click plays it. Speaker names, 90+ languages, a term book that learns, seven export formats. Everything runs on your Mac: no network permission, nothing uploaded. Free per recording; Pro is a one-time purchase with a 14-day free trial.
原文Built an app with ChatGPT, Claude, Cursor or Gemini? Paste one prompt into your AI coding tool: it packages and uploads the project, and one click puts it live on HTTPS with its own database and cache, on two servers. From $9.90 a month per app.
原文详细介绍一下核心能力： 1. agent native，UI 能做的事情，AI 基本也能做到 3. 全流程 AI 小说/短剧创作，关系图谱，世界观设定，人设管理，视频生成等 4. 无限画布，短剧中常用的参考图等连线关联 5. 自动化剪辑以及图像，视频处理 6. 3d 导演台，预先导演角色动作，走位，指导模型生成更准确 7. agent 支持 codemode，skill 等常用功能 8. 自定义模型，支持常用渠道，OpenAI，Anthropic，Seedance 等 为什么做这个 1. 已有的剧本写作，短剧制作，大都是独立的项目，本项目将两者集成，可以在同一个上下文写剧本以及制作对应的短剧 2. 使用 Flutter，高性能，本地优先，现在很多项目都是使用前后端分离技术，web 部署很麻烦，本项目直接下载安装即可 3. agent 实践，subagent，codemode，skill 管理，按需加载，渐进式披露实践
Upload a CSV, JSON, XML, or YAML file, or connect Google Sheets or a database, and get interactive charts, a full dashboard, and a PDF report. No coding needed.
原文Flowplan brings documents, databases, whiteboards, handwritten notebooks and a daily journal into one page tree – open source (AGPL) and self-hosted in a single container, or hosted in Germany. Databases have ten views, from table and board to timeline, calendar and sprints. Real-time collaboration, offline use, end-to-end encrypted spaces. AI is optional: local with Ollama, your own key, or Apple Intelligence on-device.
原文Output Messenger helps businesses communicate and collaborate with their teams through secure office messaging, file sharing, and voice and video communication. Explore a team communication solution designed for business workflows, with self-hosted deployment options.
原文Hey folks! I made it easier for builders to use the lebanese legislation through: a public DB, API, and MCP. The Lebanese University has an archive of all laws dating back to 1904 (legallaw.ul.edu.lb). People and AI can barely find it and navigate it. It also had outdated articles. Now, more people are using it. Builders for their startups, lawyers for their work, and students for their bar prep. I'm still trying to get it trusted by authorities. The database includes the edges between every law, article, ruling and Gazette issue. You can easily identify how they influence one another. Articles are versioned, so you can see how it was affected by other laws from the date it was published. 100k unofficial english translations were added using LLMs. They aren't accurate, but they help with search and SEO/AEO/GEO. We're working on producing legally accurate translations. 47k rulings were PDFs, some handwritten. We converted all of them to text using OCR, flagging handwritten files. We're working on an HTR model specifically for those to increase the confidence. Today, other datasets in Lebanon charge for this data. I'm doing it as a public service. I want change in my country. And, lately, I think it's through helping builders. Yet, what I'm doing is legally wrong, but hopefully morally acceptable.
原文专家 Agent 网络，连接工作 Agent、由真人专家授权的专家 Agent 和已核验的真人专家；Codex、Claude Code、Hermes 等 Agent 遇到需要行业经验或真实资源的问题时，可通过 IPClaw CLI 或公开目录搜索专家 Agent 并先预聊，用户明确同意后才把结构化需求转给真人专家；专家也可入驻，让自己的专家 Agent 回答悬赏问题
FastHook has grown from webhook infrastructure into app workflow automation. Describe a process in AI Builder, review the generated draft, and connect the fields before activation. This saves Gmail attachments to Google Drive folders by sender and date, then sends their links to Telegram. Inspect each step’s inputs, outputs, and errors in Workflow Audit.
原文Our future with AI. Explore self-organizing AI organizations and a proposed network connecting them. An interactive SOMAS concept exhibition.
原文Cryo is a programming language that models long-running tasks like workflows or AI agents. Programs freeze to disk when idle and can be thawed when new data arrives. As part of our announcement of Endothermic Labs, we've put together a small of Cryo that highlights its features and walks through the language and its plugin system. We originally built it as a way to deploy healthcare agents at scale, but have rebuilt it from the ground up to be a standalone toolchain for long-running tasks. It acts as something like a cross between Durable Objects and Temporal workflows, where the script itself is the durable unit with no replay needed. Cryo is statically and structurally typed, with a concurrency model similar to Go. It's still under active development, so we're holding off on open sourcing it until we're confident that the language is stable, ideally in the next 3-4 weeks.
原文Hi HN, I'm Alexander. Yes, this is another agent harness. Here is why I built one anyway. I was engineer #2 at Browser Use, where I built our agent harness and the evals behind it, including BU Bench, which became a default benchmark for browser agents. I left in September to build Mainplane. The problem: local agents die with your laptop, and cloud agents can't reach your work. Many cloud platforms ask you to "select a repository", but my work is not that simple. I work across a desktop, a Mac mini and a laptop, and much of it is not in git. So I loaded Ubuntu on my old 2012 desktop and made it my Mainplane server. It has run for four weeks at a load average of 0.02, because the agents' tools run on other machines. How it works: it is a control plane architecture. The server runs the harness. It holds your API keys and every session, makes the LLM calls, and routes each tool call to a worker. The workers are your other machines, connected over a built-in private WireGuard network. A bash command runs in the worker's terminal, not on the server. Shared drives let projects move across machines. The agent works on your machines just like you would, but its state lives on the server, and your keys never leave it. Some design choices: - Every session is one append-only file. This is the agent state, and it is easily readable. If something breaks, you can resume it from the file. Observability comes for free: agent traces are just these state files. - Small by design. The system prompt is 3k tokens, and there are just two kinds of tools: shell and file (read, write, edit). At Browser Use, I learned the bitter lesson and found frontier models did better when I deleted all our helper functions. So I made the same bet here: bash is all you need. - No compaction. When a session fills up, /continue starts a new one that greps the previous state file, retrieving the context it needs, instead of reading a lossy summary. A /compact on a 400k-token session takes a while to write its summary. A /continue into a brand new session starts at once. - No permission prompts. A hyperintelligent misaligned agent WILL find a way around a permission system. The better strategy is giving the agent full unbounded access to a local computer, and only putting what you trust the agent with on that computer. - Why Go. WireGuard is written in Go, so the network compiles right into a 20 MB binary. Go is made for production servers, LLMs write it well, and the simplicity of Go matches how I like to build. Mainplane works with a Claude or ChatGPT subscription on the regular usage limits, or any API key. I would love your feedback, especially brutal and honest feedback and tasks that the harness cannot do. I'll be here all day to answer questions.
原文Audax Data Manager is an open-source database manager that's quick for everyday queries and edits, and deep when you need more. Works with PostgreSQL, MySQL, MariaDB, SQL Server, Oracle and SQLite on Linux, Windows and Mac. Write SQL faster with smart autocomplete, find slow queries with visual profiling, understand your schema in an ERD, fix data in a spreadsheet-style editor. Connect via SSH tunnels. For PostgreSQL: manage roles and extensions, tune servers, run backups, watch performance.
原文Hey HN! Kupe started as me building my dream Kubernetes platform. It's got abit out of hand and turned into multi-tenant SaaS poc. It's Kubernetes with GitOps, networking, logs, metrics and Grafana all wired up. I've been building out all of the core functionality and adding everything I would want in a mature k8s platform. The main idea is to have everything needed to turn a cluster into a platform ready right from cluster creation. It's suppose to be simple to get up and running but flexible enough to allow users to implement thier preferred workflows. It's built on the shoulders of some really awesome open source giants. It's been fun getting all the these pieces working together, new clusters auto register with Argo with a healthy amount of monitoring ready to go. It's in alpha and completely free to use. There are some rough edges, but hopefully no dragons, if you have any issues at all, please shout and i'll do my very best to fix asap! It's exciting to finally share it and see what people think. Would love feedback, especially on the opinions baked in. Hopefully they're useful defaults, but interested to hear where they get in your way or if anything feels missing. https://kupe.cloud/signup Thanks for taking a look! Billy
原文做 iOS app 的应该都遇到过：从浏览器复制的 App Store 链接带国家代码，比如 `apps.apple.com/us/app/...`。发给其他国家的人，要么进的是美区页面，要么 app 在他那个区没上架，直接提示这个 App 在你所在的国家或地区不可用。 所以写了个小工具 Hither： 用法：粘贴任意国家的 App Store 链接或者 app ID ，得到 `hither.link/ `。 每次点击时： - Cloudflare Worker 从请求里读访客所在国家（`request.cf.country`） - 调 Apple 公开的 lookup 接口（`itunes.apple.com/lookup?id=...&country=...`）查这个区有没有上架，结果在边缘缓存一天 - 有上架：跳到访客自己国家的商店页面 - 没上架：先试美区，再按英国、加拿大、澳洲、德国、日本等大区依次找，找到有上架的为止 踩到的一个坑：iPhone / iPad 上 App Store app 只能打开当前账号所在国家的商店，跳到外区链接一样会提示不可用。所以 iOS 访客看到的是一个小页面，有 app 图标、名字和一个跳到有上架商店的按钮；电脑和安卓直接跳转。 其他： - 不用注册，没有数据库。链接里只有 app ID ，所以不会过期，也没人能改它跳去哪 - 上架前就能生成链接：用 App Store Connect 里 App 信息页的 Apple ID - 商店信息缓存最多一天，新上架的区可能要等一下才识别到 代码 MIT 开源，跑在 Cloudflare 免费套餐上，想自己部署一份也很快： 接下来在考虑 Google Play 、自定义短名、二维码，大家觉得哪个更有用？也欢迎提我没想到的边界情况。
DataVo is a voice-first AI Agent designed to revolutionize business data management and table generation. Unlike traditional spreadsheets, DataVo lets you build, update, and manage dynamic tables using simple voice commands or text. Key Features: 🎙️ Voice-to-Table: Instant table creation via speech. 📄 Camera OCR: Scan documents and PDFs directly into databases. 📊 Easy Export: Seamlessly export to Excel and PDF. Built for entrepreneurs and SMBs looking for a faster, smarter workspace.
原文Fix broken networks in your browser. Hands-on labs with a real terminal, packet tracing and flags to capture. Nothing to install.
原文InfraCaster Private Limited is a technology engineering partner for cloud, software, DevOps, SRE, data and AI — helping organizations build, modernize and operate reliable technology platforms and software systems.
原文iClouds puts all of that in a single account. Push a Dockerfile or a docker-compose project — from GitHub, GitLab or a ZIP — and iClouds builds the image on the target node, deploys it across nodes with load balancing, and gives it a domain with a TLS certificate already configured. No buildpacks, no server to patch, no YAML to maintain.
原文Hey HN, I'm Christian and this is a new OSS project I've been noodling on for the last couple of weeks. Hob is a free, MIT-licensed desktop app for Mac, Windows and Linux that works on your files the way the Claude and ChatGPT desktop apps do, except the model runs on your own computer. It uses open-weight models (currently Gemma 4 and gpt-oss). All your chats and files never leave your system. The only things that go online are web search (can be turned off in settings) and any MCP connectors you add yourself. Main features: - Automatically finds the best open-weight model for your hardware on first install (Mac/Linux/Windows) - Writes sandboxed Python code for ad hoc tools (data processing, document conversion, graphs etc.) - Built-in web search (powered by SearXNG) - MCP support - Image recognition - CRUD to your local filesystem - Works fully offline with no internet Before building this I tried every local AI app I could find, but it seemed each one had different problems. The main thing I noticed is that none of them could do what the ChatGPT and Claude apps do with your files, e.g. read and change files in a folder, look at images, run code in a sandbox, draw a chart. The most advanced thing any of them did was paste a plain text file into a small context window, which basically failed as soon as you had a file larger than a few KB. I couldn't find anything that could easily parse images and bigger PDFs. The OSS solutions that were more advanced all seemed to default to hosted models (either OSS or closed), which defeats the entire point of the privacy that on-device OSS offers. They also seemed to push towards an account/open-core style business. I build it using Electron bridged with llama.cpp in its own process. On initial load, the system will try and figure out if you have a compatible graphics card and if not default to CPU-only (I ran into a lot of issues of graphics card beeing seemingly compatible but then crashing on first query, there's a whole saga to this lol). Code execution happens in a sandbox that can only write to the chat's folder and has no network unless asked (sandbox-exec on macOS, Landlock on Linux and a low-integrity process on Windows). Images go to a small Qwen3-VL model. Dictation is a local Whisper model. The hardest part was definitely to get the smaller models to use tools reliably. Ran into a ton of issues of 4B models happily saying "here's your chart" without ever calling the chart tool or get stuck in an infinite call loop. I spent a fair amount of the work building guards vs tweaking prompts (that didn't really work for small models). I understand the pushback that local models are weaker than frontier cloud models. This is true, but for most tasks for most normal people, I'd argue you rarely need the newest frontier model. From my own evals, systems with 16+ GB of RAM do really well, and if you have a GPU or more RAM, you get very close to what you'll get out of the box with a frontier hosted model. Excited to hear what you think and see how it runs on other systems!
原文An app for readers to meet interesting readers nearby by exchanging books. No networking, just interesting conversations over books.
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
Matthew Slack Perth represents a leadership philosophy focused on people, strategic thinking, effective governance, and sustainable business growth. With experience across sectors such as mining, infrastructure, technology, health, and government, his professional approach highlights the importance of combining commercial objectives with strong organisational cultures.
原文FormVoxo is a form backend for static websites. Point your HTML form at your FormVoxo endpoint and every submission lands in your inbox and a dashboard, with no server code, plugins or database. You get captcha-free spam filtering, auto-reply emails, domain whitelisting, CSV export and webhooks. Works with plain HTML, Hugo, Jekyll, Astro, Next.js, GitHub Pages, Webflow and Framer. Start free (1 form, 50 submissions a month), with no surprise overage bills.
原文CosmeticLens reads any cosmetic ingredient list (INCI) with your camera and on-device AI vision, no barcode or product database needed. Ingredients appear one by one with a risk level and their position in the list, and anything that matches your sensitivity profile (skin type, life stage, 12 avoidance categories like fragrance, parabens or retinol) is flagged as you scan. Works on imported, sample-size and niche products too. Informational, not medical advice.
原文Hi HN, I'm Richard, founder of Native. I'm working on open-source context ownership, to stop AI centralisation: https://github.com/withnative/native My first focus has been making Markdown vaults powerful enough so that teams can self-host all of their context (messaging, docs and projects), without it being externally fragmented or rate-limited. I'm sharing some early results: Markdown vaults can be 40× more efficient with SQLite! https://www.withnative.ai/research-and-posts/markdown-contex... Here's some of the main ideas: - SQLite or Markdown folders, you pick. You can project the same authoritative event log into either form; more projection formats will follow (e.g. maybe neo4j; we do use a graph structure). - Empirically: SQLite is better for agents! On a 120 trial evaluation for 11,000 records, agents use 40× fewer tokens with SQLite vs Markdown, per correct answer. - Everything is a file or SQLite row. Messages, documents and projects: all can be modelled in your vault. You get local-first collaboration with teammates, synced to a cloud of your choice. - You can render your vault with arbitrary UI. Your WhatsApp-like UI speaks to your teammate's Slack-like UI; both are just views over the same database. A few things I've learned building this: - Agents do pretty well even without SQL if you give them strongly typed Markdown frontmatter. This was one arm of the trial I ran. I didn't have any clear expectations, but it was cool to watch: agents ended up writing Python scripts to do SQL-like queries. - Cumulatively, cached input tokens can get expensive. I feel silly in hindsight here. I'd gotten used to letting my sessions run long, "It's all cached so it's very cheap". But when I looked at my results here, over 2/3 of the token bill on long sessions was cached input... - "Markdown vaults don't scale as well as databases" isn't as self-evident as I think. This is why I decided to benchmark it... I've had some very blank stares when I try to explain how Markdown files might break at true agent-scale volume. Unfortunately, the dataset is private, because it's two months of my own work. I am considering open-sourcing it even so, but there is definitely some embarrassing stuff in there. TBD... I know that independent result verification matters! The core engine that I evaluated is open-source, with more to be released soon: https://github.com/withnative/native If you're interested in trying connected context on an open engine, you can get updates from our website or email me directly: richard@withnative.ai https://www.withnative.ai/
原文TuFit is the iOS calorie tracker that finally ends the “barcode not found” problem. Take a photo of any nutrition label - even in foreign languages. The AI instantly reads the calories, protein, carbohydrates and fat. No manual entry. No database limits. Works with local products, imports, and anything you find while traveling. Also includes barcode scanning, a searchable database, personalized calorie targets, Apple Health sync, favorites, and a shopping list.
原文Quarma360 is a cloud-based, EU-hosted performance review platform built for small and midsize businesses. It collects evaluations from peers, subordinates, and managers based on configurable competencies and generates instant reports with network diagrams and individual performance tracking. The platform charges a flat per-employee rate per assessment, with all features included and no hidden tiers.
原文Somon VPN is a VPN for Android built for Tajikistan, Uzbekistan, Kazakhstan, Kyrgyzstan and the rest of Central Asia. Tap Connect and Smart Connect tests the servers and protocols (our own Aminyx, plus Reality, TUIC and XHTTP) and picks the one that works best on your network. No logs, banking apps keep working directly, free 1-day trial with no card.
原文A quiet social network. One post a day. No replies, DMs or URLs. ☆ means “I read this”. You can’t see who follows you or gives you ☆. Only you see your counts. Posts are translated between Japanese and English. AI residents live here too, each with a badge.
原文## 提前缓存，没网照样玩 飞飞掼蛋，是我做给朋友的一张随身牌桌。飞机上、地下室、深山里，没带扑克牌时，也想用手机来一局。 ### 没有外网，怎么玩？ 出发前，每台手机先联网打开游戏，确认‘离线资源已保存’。 - 一个人：缓存后可直接和3位电脑练习。 - 朋友一起：各自缓存好，再连接同一个可互通的 Wi-Fi 或手机热点，选择‘附近离线’，完成邀请与回应的双向扫码。多人仍需要设备间连接，当前网页版不支持纯蓝牙联机。 - 有互联网：各用自己的5G或Wi-Fi，选择‘在线快捷’，扫一次座位邀请就能加入，不要求同一个网络。 机上无线使用请遵守航司规定；酒店公共Wi-Fi可能隔离设备。多人局请房主保持页面前台。 ### 一到四人，都能开桌 缺位由电脑补齐，可指定对家。上传头像、改昵称，让牌友一眼认出你；20款个人背景各自选择，横竖屏自动适配。 进贡、还贡由玩家自行选择，支持内贡、双大王抗贡；本局打几，红桃对应级牌不能进贡。连续点‘提示’可轮换合法牌型；轮到谁会显示座位关系和名字，并提供语音提醒。两首独立背景音乐、快捷对话和表情，为牌桌添点热闹。 ### 人多时，也能办团建赛 支持8—32人的固定双人队，积分赛、淘汰赛、决赛与季军赛。团建联机目前是试用：队长手动录分、双方确认后计分，尚不自动收取各桌成绩。 ### 试玩与反馈 当前网页版免费试玩，无需注册。战绩保存在本机，可导出备份。iOS/安卓商店安装版与付费发行版尚未发布，不把计划中的功能当成已交付。实体手机兼容性和音画体验仍在持续验证。 制作人：飞飞。欢迎来玩，也欢迎提出具体修改建议。 反馈：shenpengfeisandy@gmail.com 公开反馈区： 二维码打开的是游戏首页；加入朋友牌桌，请由房主在游戏里另发座位邀请。
Deploy AI employees to automate calls, appointments, customer support, and workflows 24/7. Scale your business with Bytely AI agents.
原文Tell FactoryFox what you need made, in plain words: the part, the process, the quantity, the place. It searches a curated database of real industrial suppliers, ranks the ones that fit, maps every site and shows the source behind each fact, plus what still needs confirming. Make things? Your company may already be listed: claim the profile free (a work email confirms it instantly) or add your factory, so buyers and their AI agents find you.
原文A free, MIT-licensed Astro 7 + Tailwind 4 website for small and local businesses. Edit one config file for name, colours, WhatsApp and SEO. v1.1 is strict-CSP ready (no inline styles) and the build fails over 50 KB of JS. Deploy free on Netlify or Vercel.
原文An Arabic platform that helps government entities prepare for digital transformation measurement: AI-checked evidence, tasks with an owner and a date, gaps ranked by impact, and executive reports. Installs inside your network. By Next Tech Corporation.
原文LunoDB is the AI-powered database client for MySQL, PostgreSQL, MongoDB, and 5 more. Ask questions in plain English and get SQL back, or run it fully privately with Ollama. The redesigned workspace puts Data, Structure, Diagrams, Graphs, and SQL one click apart, with a natural-language filter and an AI assistant built into every table. Free forever, macOS, Windows, and Linux.
原文AiHud is a no-code app builder you talk to. Describe the website, web app or bot you need in a chat, on WhatsApp or Telegram, and an AI agent builds, tests, deploys and hosts it. You own the code. First $10 free, then pay as you go.
原文NuPlay runs AI agents for enterprises in production that improve after every run. Deploy agents for retail, customer service, consumer goods etc., across voice, chat, and email, connected to your existing systems. NuPlay is built as one platform, has 5 layers which build, run and improve the agents: NuPro, NuStack, NuContext, Nupulse and NuLoop.
原文背景：个人博客，Hugo 生成，扔在 Cloudflare Pages 上，没有后端也没有数据库。 一直没放联系方式，原因有两个。公开邮箱三天就被爬虫抓走，垃圾邮件到现在还没清完；放个人微信二维码，等于要求每个想留言的人先加好友——多数人不会加，包括我自己。 但「有人找我时能第一时间知道」这件事一直没解决。把能想到的方案挨个试了一遍，记一下结论，也顺便求个更优解。 ### 先把需求拆成三条 1. **访客侧**：不注册、不加好友，邮箱和手机最好都能不填。 2. **站主侧**：消息落到手机上，且不要求我为此多装一个 App 、多开一个后台。 3. **隐私侧**：访客说的是私事，服务端最好别存。 后面的评价都对着这三条，而不是对着功能表。 ### 一、评论系统 最省事的是 [Disqus]( )，但国内加载不稳，页面上还会塞它自己的推荐位。[Waline]( )、[Twikoo]( )、[Artalk]( ) 这几个开源的体验好得多，代价是要自己部署服务端并配数据库——对纯静态博客来说，为了留言区维护一套后端不太划算。[Giscus]( ) 不用额外部署，基于 GitHub Discussions ，但访客得有 GitHub 账号，我这点读者里一半没有。 这类方案的定位很清楚：**适合文章下面的公开讨论，不适合私下的联系**。公示在评论区里的内容，没人会写自己的联系方式。 ### 二、客服 SaaS [Tawk.to]( ) 免费档很能打，[Crisp]( ) 界面更精致，[Intercom]( ) 是企业定价。它们的设计前提是「客服坐席」：开面板、装 App 、配工作时间，脚本还会给页面加一两百 KB 。个人博客一天来不了几个访客，为它装个 App 不划算。 还有一个容易忽略的细节：访客常常在窗口资源加载完之前就走了。 ### 三、表单转邮件 [Formspree]( ) 这类把表单提交转成邮件，或者自己写个 Cloudflare Worker 转发。门槛低、够用，但「邮件」这个通道的时效性是硬伤：我一天开两次邮箱，访客发完就去干别的了。 适合非实时的需求收集（合作、反馈、投稿）。 ### 四、IM 中继 这一类是把消息推到站主本来就在用的聊天软件里。国内有几个成熟服务：[Server 酱]( )、[PushPlus]( )、[WxPusher]( )，都是「一条 HTTP 请求 → 微信」的管道，最初是为服务器告警、脚本通知设计的。 注意它们解决的是「我主动推给自己」，不解决「访客说话」——这两件事经常被混为一谈。 要同时满足「访客能说话」和「站主在 IM 里回」，就得有个站内聊天页做入口。这类东西我找到的不是要自建就是半自建，最后我用的是[**信鸽**]( )：访客打开链接、填个称呼就能发消息（邮箱手机可选），消息进微信或 Telegram ，我引用那条消息回复就回到对应访客；聊天记录不落服务端，只存在访客浏览器里；嵌入是一行 iframe ，不用部署、不用配数据库。 ### 怎么选（按场景，不按谁更强） - 想让文章下面有人公开讨论：[Waline]( ) / [Twikoo]( ) / [Giscus]( )。 - 有客服团队、要 SLA：[Tawk.to]( ) / [Crisp]( ) / [Intercom]( )。 - 只收非实时的合作邮件：[Formspree]( ) 这类表单转邮件。 - 只想「有人找我时，手机上立刻能回」：IM 中继这一类，前提是它有站内聊天页。 ### 说清楚立场 第四类那个工具（[**信鸽**]( )）是我做的，所以看到这一段时你可以打折听。它的短板我直接列： - 免费档每天 20 条消息（通知与聊天合计），流量一起来就不够； - 不是工单系统：没有历史归档、没有多人协作，服务端不存聊天记录，回头找对话只能翻微信； - 海外访客更适合走 Telegram ，纯微信适合站主人在国内。 前三类的链接与评价没有因为我要推自己的东西而改动。 ### 求教 你们站上现在放的是什么？有没有「访客零门槛 + 站主手机直达」的其它方案，我大概率漏了。
Postgres fleet monitoring for agencies and startups. dbhealth, one small container beside each database, checks every minute that Postgres answers, how close it is to its limits, and when each table last got a row. Control shows one status per database.
原文Discover, classify, and protect sensitive data across cloud, databases, SaaS and storage with Cytrusst DSPM. Continuous visibility into your data security posture.
原文A configurable cloud PC platform with selectable CPU, memory, persistent SSD storage, operating system, GPU options, regional deployment, browser access, and supported native Performance Mode.
原文Agata Proxima provides tenant isolation infrastructure designed to be enforceable, independently verifiable and auditable.
原文Point it at your MobileSheets synced folder and your tunes are there, with the setlists you built and the collections you sorted. Snippets keep working the same way as on MobileSheets. There is no import, no export and no sync step. Scores come straight from local files, with no network round trip and no sync step, so a page turn is immediate. Arrow keys, Space, PageUp and PageDown all turn pages. A pedal works too!
原文在 Windows 上装 OpenClaw 要过 WSL2、Ubuntu、Node、网关四道门，一步走错就得从头再来。Rheia 把这条链做成一次双击：复用机器上已有的 Ubuntu（不另建发行版）、安装官方 npm 包（不 fork 不改源码）、自动选择国内或海外镜像源、用 systemd 托管实现开机自启。装完即预装 8 项技能与插件，配置好模型就能干活。 亮点 复用机器上已有的 WSL2 + Ubuntu，不另建专属发行版，磁盘不重复占一份 始终安装官方 openclaw@latest，官方每出一版立即跟进，文档、插件、issue 区全都对得上 开箱即用：预装 Tavily 搜索、mem9 记忆、office-toolkit 等 8 项技能与插件，并直装 LibreOffice 与文档处理库
Built by a rescue dog mom who wanted to trace origins and just maybe find littermates and puppies! DogDynasty is the private social network for dogs. No phone numbers, no strangers, no endless feed. Park O'Clock: Alert your dog's friends when you're heading to the park. Fur Friends: Coordinate playdates without sharing your number. Family Finder: Trace your dog's origins and find relatives. Violet Alert: Post missing or found dog alerts instantly. First 100 members get free lifetime access.
原文Self-hosted bridge to your WhatsApp chats, with an MCP server and a web admin UI built on top of whatsmeow for easy deploying on your VPS or Mac Mini.
原文Hi HN, I'm Dat. I started building TablePro last December because I want a native, open-source database client for Mac. I already used TablePlus there before with free but have too much limit, so I built my own. TablePro is written in Swift and currently supports more than 30 databases. It’s lightweight and very fast. The app core is free, other extra features like iCloud Sync, ... are paid to help fund development. TablePro also has an available iOS/iPad version on App Store, and a Linux version built with GTK4/Rust in development. Would love to hear what you think.
原文ZetroQ unifies conversational AI and sales execution. Deploy intelligent AI chat widgets trained on your docs in 2 minutes. Engage visitors 24/7, qualify high-intent leads automatically, and track every deal in a visual Kanban pipeline with zero resolution markups. Includes instant WhatsApp & Slack live agent handoff, smart meeting booking, and transparent flat pricing. Stop juggling separate tools—turn conversations directly into closed revenue.
原文Lightsail 同地区、同规格的实例共享一个流量池，超额费每 TB 约 $92，而加一台 $5 的 IPv6 实例每 TB 只要 $2.5。这个纯前端工具帮你算清这笔账：填入本月已用流量，它会预测月底用量、额度哪天用完、会多付多少钱，并对比加 0～3 台实例的总花费，给出最省的方案。数据只存在浏览器本地。 亮点 规则来自官方文档和 AWS Support 的回答：入站出站都扣额度、只对出站超额收费、月中开通按小时折算、已产生的超额无法被新实例抵消；19 个地区的价格由脚本从 AWS Price List API 拉取，额度减半的地区也已算进去。 不只告诉你会不会超，还给出可执行的方案：额度预计哪天用完、加几台最省、比不加省多少，一键加进配置；只知道月总量时有整月规划模式。 能直接交给 AI Agent：站点提供 llms.txt，计算模块 calc.js 和 prices.json 都允许跨域读取，在 ChatGPT、Claude 等 Agent 或自己的脚本里调用，结果和网页完全一致。 纯静态单页、无后端，可以免费部署到 Cloudflare Workers 或 Vercel，也可以一行 docker run；计算核心有回归测试，在 CI 中运行。
Deploy from GitHub, GitLab or the CLI, or build an app with AI. Hosting, Postgres, domains and HTTPS in one place. Free plan, no card. Pay in naira or dollars.
原文Free browser-based tools for PDFs, finance calculations, JSON, YAML, DevOps, images, text and developer workflows.
原文Rooftop solar apps make you dig for the one number you want: units made today. Helio opens straight on it, read from your inverter's own energy counter via ShineMonitor / SmartClient. Also: live power, any past day as a 5-minute curve, 30-day, yearly and lifetime history, and savings in your own currency and tariff. Deploy your own copy to Vercel in 5 minutes. Free, MIT licensed, no database, no tracking. Your login never reaches the browser.
原文Deploying a web app usually means managing servers, CI and DNS before anyone sees your work. Hiraiship removes that step: you connect a GitHub repo, and then every push goes live on Cloudflare's global network. It was first built for Rasengan.js, but it now supports Vite, Astro, Next.js, React Router, TanStack Start, Hono and more. On top of that, you get live build logs, one-click rollback, custom domains with HTTPS and team workspaces. Best of all, there's a free plan to start.
原文我是 Gangmu（纲目）的发起人。它是一个面向嵌入式 C/C++ 的开源组件识别和 SBOM 工具。 芯片 SDK 中的第三方库经常被复制、改名或做厂商修改，源码目录中存在的代码也未必进入最终固件。Gangmu 使用社区维护的规则识别组件，可结合 compilecommands.json 和链接器 map 补充构建证据，区分源码存在、编译和链接信息，输出 CycloneDX/SPDX。 仓库提供对 GmSSL 改名、删除版本信息及修改源码的受控示例，供读者查看和复现。希望收集更多公开 SDK 的识别反馈与规则贡献。 工具采用 Apache-2.0，独立规则库采用 CDLA-Permissive-2.0。适合嵌入式开发、固件交付和软件供应链安全相关读者。 联系：64031875@qq.com
Paraksa is a modern social networking platform that helps you connect with friends, share photos and videos, chat in real time, and discover communities. Create posts, engage with content, and enjoy a fast, secure, and intuitive social experience. Features: Share photos, videos, and posts Real-time messaging Personalized home feed User profiles Notifications Smooth and secure experience We continuously improve Paraksa with new features, bug fixes, and performance enhancements.
原文A self-hosted artifact repository manager: hosted, proxy and group repositories for 39 formats in one server.
原文India-first deploy platform. Git-push hosting for Next.js, Django, Express and FastAPI, with managed MySQL, Mongodb, Postgres Redis(valkey), team workspaces, UPI billing and India data residency.
原文棱镜（Prism）集成 SSH 终端、SFTP 文件管理和 AI 助手，适合自己管理服务器的开发者。桌面端无需注册或部署后端；AI 可接自己的模型服务，或支持工具调用的本地 Ollama 模型。 支持多台已连接主机巡检，按主机汇总 CPU、内存、磁盘、服务和端口状态；Docker / Compose 部署按阶段确认，提供实时日志和验证步骤。专用巡检和读取工具直接执行，自定义命令及部署阶段确认后执行。 提供 Windows、macOS、Linux 安装包。模型费用由服务商决定；使用外部模型时，相关对话和终端输出会发送到该模型服务。
Recently, I have been playing around with GCS Rapid, a new API in GCS that lets you append to an existing object. It's pretty fast, and it's cool that you can do a log-structured merge tree on top to get a durable database without needing to run a server. Disclaimer: I am a Google employee, but this is not an official Google product. Do not use this code in production; it has 0 production airmiles and was written with AI.
原文This is my own very opinionated take on personal accounting / budgeting for freelancers and small business owners operating in multiple currencies. A lot of this is influenced by my circumstances: - consultant / freelancer / business owner with multiple revenue streams - revenue fluctuates a lot and changes month to month - we're nomad, so currencies and shops change a lot, but categories stay stable - mobile and agentic first (PWA and MCP) with good desktop support on top - import from Wise, Plaid (so most banks), CSV, + and PDFs from mobile apps when all else fails - automatic categorization that does the right thing 90% of the time and learns for your corrections - deployed on a CloudFlare account (free account is usually enough) Think of this as a template - just hand the URL to your agent and go wild. This is built to be infinitely malleable and extendable because accounting setups and needs differ so much between people. Extracted from my own heavily used setup after removing all the private and unique bits. May we all take control of our funds, each in our unique way.
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Free collaboration network for student builders. Post a project, find teammates, join teams, and learn together. Open to any college.
原文Most professional networks focus on connections. Job boards focus on openings. Portfolio platforms focus on work. Kinly brings all three together, built exclusively for the creative industry. We're giving creatives a place to showcase their work, get recognized, and connect directly with brands, agencies, and recruiters. We're not just helping people find jobs. We're helping the creative industry connect again.
原文GameAccountValue helps gamers estimate account values across 10 popular games, including PUBG Mobile, Roblox, Fortnite, and Genshin Impact. Unlike ordinary AI chatbots, it combines screenshot recognition, a proprietary database, market price parsing, and game-specific algorithms. Try the free online calculator or Telegram AI bot. Paid reports include an estimated value range, PDF certificate, and collectible card. No passwords required. Estimates are approximate.
原文最近做了一个音乐相关的 Web 工具，ChordFold 。 主要功能是：用户选择一段 MP3 或 WAV 音频，AI 自动识别里面的和弦，以及和弦随时间的变化。 和一些需要上传音频到服务器的识别服务不同，我选择了浏览器本地推理的方案。 目前的技术方案： 使用 BTC 系列和弦识别模型 模型转换为 ONNX 格式 通过 ONNX Runtime Web 在浏览器里执行 WASM 推理 对音频进行解码和 CQT 特征提取 模型预测后对结果进行平滑，生成和弦时间轴 用户侧的操作流程也比较简单： 选择本地音频文件 首次使用时下载识别模型 在浏览器本地分析音频 得到按时间排列的和弦结果 点击时间轴上的和弦，可以跳到对应位置回听 可以切换查看支持的吉他和弦指法图、钢琴音符参考 目前限制音频最大 14MB 、最长 10 分钟。 选择本地推理主要有几个考虑： 第一，音频不需要上传服务器，相对更有隐私优势。 第二，不需要为每个用户的识别请求支付云端 GPU 推理费用。 第三，工具本身不需要用户注册账号。 但缺点也很明显。 首先，模型首次下载需要时间。 其次，不同设备上的 WASM 推理性能差异比较大。 还有就是和弦识别的准确率问题。对于干净的钢琴、吉他音频，相对容易分析；复杂编曲、失真、转位和弦以及快速切换的片段，模型仍然可能出现错误。 目前不打算宣传什么 99% 准确率，实际上还没有可靠的统一准确率测试数据。 接下来主要想继续优化识别效果、模型加载和结果交互。 想请教一下 V 友： 有没有做过音乐信息检索（ MIR ）或者音频模型部署的？ 对于浏览器本地音频推理，ONNX Runtime Web + WASM 还有哪些值得优化的方向？ 有更适合浏览器端运行、准确率又比较好的和弦识别模型推荐吗？ 如果你会弹吉他或者钢琴，也欢迎拿一段音频测试一下，看看识别效果怎么样。 技术交流和产品体验方面的建议都欢迎。
整理了一份 Claude Opus 5.5 动效视频案例与提示词库：Awesome Claude Motion Graphics，把散落在 X 和社区文档中的作品、完整提示词和来源放到一起，方便先看效果，再找适合自己场景的写法。
Download web videos to your Android phone or NAS via FTP/FTPS. Supports MP4, WebM, HLS (M3U8), and MPEG-DASH. Includes a built-in browser, ad/pop-up blocking, and optional TLS fragmentation for some network blocks. DRM-protected videos are excluded.
原文Choose a country, configure a session and connect your tools through HTTP or SOCKS5. ProxyMobile offers prepaid mobile proxy bandwidth, API access and a single dashboard for access and balance management.
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
阮老师好，自荐一下我做的 Review Inbox。
AI Bridge runs Claude Code, Codex, Grok and OpenCode side by side on your Mac: each the real CLI in a real terminal, on your own subscription. Group your agents like a team, by department or by what each one owns. Open a Kubernetes cluster or talk to your database in plain words, right beside them. Prefer terminals? The Grid puts them all on one wall, with cluster and database chats where you need them. Open as many windows as you like, and put agents in Slack that reply when you approve.
原文ReasonLens is an open-source AI observability platform that helps developers understand how AI applications reach their answers. Visualize LLM traces, RAG retrieval evidence, claims, and execution paths. Compare runs, inspect evidence changes, evaluate quality gates, and detect potential regressions in latency, cost, and provenance. Built for developers building reliable AI applications, with self-hosting and team workspaces in mind.
原文AI research you can actually cite: answers come only from papers in your library, with citations that open the exact passage in the PDF. Reading with highlights, APA 7 notes, multi-database discovery, and deep-search evidence reports.
原文craft apps are fantastic, and they are even more awesome within web page (so who with a browser can use). I want to self host them, so created this simple https://github.com/liyu1981/deploy-usecraftapps , to mirror upstream and make easy to self deploy or host. https://usecraftapps.liyu1981.xyz is the result of my deployment with vercel. And if you want to host it (in either public web or intranet ), clone the repo, prepare it with prepare-public.sh and then start your httpd!
原文Integrate xAI, Stripe, and AgentKit in minutes. Give your AI a wallet, amolt name, and the ability to earn on Base.Deploy Autonomous Agents with Identity
原文An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you easily deploy static sites, databases, full-stack applications and 360+ one-click services on your own servers.
原文Most lead databases sell stale 6-month lists. The Gist Lead Radar monitors live SSL logs to spot new Shopify & WooCommerce stores minutes after launch. • Day-0 discovery: Pitch before competitors know they exist. • Gap audit: Spot slow TTFB, missing DMARC & pixels. • 1-Click AI Pitches: Personalized Email, WhatsApp & Call scripts. • Verified Data: Direct founder emails & phones with CSV export. Built for agencies, freelancers & sales teams to close fresh e-commerce clients.
原文Self-serve proxy for OpenAI, Claude, Groq, DeepSeek & Llama. Tracks cost per user and auto-optimizes requests to cut spend. One baseURL change, free to try.
原文Enterprise Zero-Trust Security, Cascading Delegation, Human Approvals & Verifiable Audit Infrastructure for Autonomous AI Agents
原文DataPipe is a complete data pipeline system agencies can use to move, transform, and deliver data for clients. It helps agencies offer data services without building infrastructure from scratch. What problem it solves Data pipelines are complex: collecting data from sources transforming it delivering it reliably managing workflows This gives agencies a ready platform.
原文Describe your idea and QCodeAI turns it into a working web app, not just a design. Refine it through chat, use built-in backend services, and deploy through QCodeAI or on your own hosting. From first prompt to launch, all in one place.
原文I am in the UK, and our government are kind of dogshit in terms of their approach to personal freedom and potentially could make moves to block VPNs. I believe that everyone should have not only unfiltered access to the internet, but the agency to control this and not be dependent on some sort of provider. This is a small project to make this available and easy to do, I will expand it into making it easier to run the server infrastructure shortly. Inspirations: Outline (great idea, not super secure or efficient), Singbox (honestly this is totally fine but could be improved). What I'd like: If people are in countries that actively try to block VPNs, it would be good to see if this works there, it is designed to but, not being there, I can't verify this. This is an example host setup: https://github.com/radiosilence/jaritanet/tree/main/packages... but obviously that's quite technical and runs on k3s and I want to make it more easy for people to set it up themselves.
原文我是这个项目的维护者（自荐）。PocketKit 是一款面向日常高频痛点的纯本地 Android 开源工具箱。针对不想在电脑装微信传文件、不想为读文档装臃肿 WPS、填表抄代码需要对照截图等场景，提供内网免客户端浏览器互传、悬浮贴屏参考图、轻量文档排版阅读、SHA-256 文件去重与批量改名等工具。零广告、不偷跑网络、纯本地处理。 亮点 浏览器局域网免客户端互传：同一 Wi-Fi 下手机启动服务，电脑通过任意浏览器扫码或输入内网 IP 即可双向拖拽收发文件与剪贴板文字，告别社交软件中转。 悬浮贴屏参考图：支持将图片固定在屏幕顶层，提供自由拖拽、缩放、透明度调节与折叠，方便在小屏幕上跨应用对照数据或抄写。 多格式轻量排版阅读器：无需安装庞大办公套件，支持 Markdown、代码高亮、EPUB、PDF，并能直接提取 DOCX/XLSX/PPTX 文本与表格做文本级排版预览。 纯粹本地与透明：零广告、无后台常驻推送、不索取与功能无关的个人隐私。
ShieldPress is an all-in-one website, VPS, and server monitoring and security platform. Monitor uptime, SSL certificates, domains, and server performance 24/7 from a single dashboard. Get instant alerts when issues arise, detect potential threats, and stay ahead of downtime. Built for developers, agencies, and businesses, ShieldPress makes infrastructure monitoring simple, proactive, and reliable—so you can focus on building while we keep watch.
原文Check your IP address, validate IPv4 and IPv6, calculate subnets, convert IP formats, and explore useful network tools in one simple, easy-to-use platform. Copy
原文Independent Sysbench v1.0 CPU single & multi-core runs, 4K fio random NVMe IOPS, and 10Gbps–400Gbps network throughput audits. Zero paid placements, zero affiliate bias — just raw execution data across 70+ hosting providers.
原文Lightweight Self-hosted pastebin (Hastebin-compatible API). Features: * Web UI with syntax highlighting * Fork & edit copies a paste into the editor as a new document * Optional view password and burn-after-read on create * Paste analytics (views, daily chart, countries with local GeoIP database) * HTTP API (create returns JSON id + one-time token) * CLI support
原文Finding a flat or flatmate shouldn't feel like a full-time job. Meet Inveliq- Agentic AI infrastructure that matches people based on real needs, not endless listings. Connect your personal AI assistant or simply share your requirements. Inveliq helps discover compatible flatmates, available rooms, and flats without the endless searching. 📍 Currently live in Bengaluru, India. We're starting with housing. Our bigger vision? A world where AI agents connect the right people, effortlessly.
原文Manage remote servers on Windows, macOS and Linux with split panes, saved workspaces, file transfers and SSH tunnels. Free for local use, with optional cloud sync for a one-time payment. Prefer your own infrastructure? The free, MIT-licensed Ravelon Sync server supports accounts, teams, shared vaults and two-factor sign-in. Self-hosting:
原文2017 年我自己做过一个 AI 颜值打分应用。快十年过去了，又看见了类似的网站：上传一张自拍，给你算出一个精确到小数点后两位的分数，比如 6.2/10，再顺手卖你一套“变美方案”。自己亲手做过，我的结论是：这东西从根上就是扯淡。分数主要量的是你的相机，光线、焦距、角度、距离一变，同一张脸的分数就跟着变，有的网站干脆建议你多传几张取平均。还有研究发现，离脸 30 厘米拍的自拍，会让鼻翼看起来比 1.5 米外拍的宽约 30%（JAMA Facial Plastic Surgery，2018）。精确到两位小数只是看起来像科学，本质是带进度条的星座运势。 所以这次我做了一个反过来的版本：仪器感一样不少，只是结论比较诚实：你本来就是 10 分。 真·人脸识别：在浏览器里用 MediaPipe 人脸关键点模型定位 478 个面部关键点，把“黄金比例”网格、颧骨、下颌角的标注精准贴到你脸上，然后全部无视。识别不到人脸就不画网格，直接显示“NO FACE IN FRAME · STILL 10/10”。 核心评分算法只有一行：return 10.00; 5 位专家人设：严谨的颅面物理学博士、巴黎高定选角导演、15 世纪佛罗伦萨雕塑家、算力过载的神经网络集群、无条件夸夸的吹捧科学家。每位都有自己的一套夸法、六维评分和一张煞有介事的人体测量数据表。 官方认证 PDF：一键导出 A4 证书，带你的照片、病例编号、六维评分、专家签名和印章，可用于各种争论、群聊和照镜子。 多种测试对象：支持上传、拖拽、摄像头实时追踪（拍下一帧再打分），也可以直接用内置样本：凌晨 5 点枕头印自拍、死亡仰拍角度、车管所证件照，以及一颗土豆。 隐私方面，照片全程不出浏览器，人脸识别在本地运行，只从 CDN 下载模型文件。没有后端、不上传、不存储，没有登录也没有付费。界面目前是英文。
Free, privacy-friendly browser tools for router setup, public IP checks, CGNAT detection, subnet planning, DHCP validation, Wi-Fi analysis, DNS, and network security. No registration required.
原文安卓上的戒短视频与防沉迷小工具（自己管手或家长管孩子看手机都能用）。自带晚间专注时段与短视频每日时长上限；收紧规则立刻生效，放松规则或卸载得先等 15 分钟～2 小时冷静期或由家长/亲友输入解锁码（支持防卸载、防改系统时间，以及可选的本机无线调试高级保护，杀后台或重启手机都能自己恢复，不影响电话和闹钟）。免费无广告，数据纯本地 - 安装包下载
If you want openai compatible api and you got llm cli (even the free-tier ones like antigravity), this will provide you a way to use llm cli as openai compatible api
原文Paste a YouTube video or playlist and get a written lesson with timestamps. Pick Learn (every concept, no filler), Read (full text) or Quick (revision notes). It adapts to coding, DevOps, frontend and exam-prep videos. Topics: Education, Productivity, Artificial Intelligence, Developer Tools Links:
原文Blue noise is the task of sampling a collection of points optimally placed to cover space randomly yet uniformly. -randomly: no periodic pattern or undesired ordered structure, to prevent aliasing effects. -uniformly: no empty regions, clusters... that would unavoidably appear by just using a raw random generator because of natural fluctuations. In spectral language, one can take the Fourier transform of the point cloud. For a blue noise, it's amplitude should be: - 0 or small at low frequencies. This ensures long-range order. - 1 or not too big at high frequencies (short-range disorder). Hence blue noise: Imagine sending light on the point cloud; in some abstract sense, only the blue (high frequency) will pass through. Many popular algorithms can sample blue noise: Poisson disks, void and clusters, Lloyd relaxation... but the bluest blue noise (those that show up as a hard 0-1 spectral step) comes from the most basic, brute-force algorithm you can imagine. Take points from a purely random generator, compare the Fourier transform with the 0-1 target, launch gradient descent... and wait. Wait because it has O(N^2) complexity. Well, it turns out in 2D / 3D, advanced fast Fourier techniques can bring it down to N log N, see https://github.com/martiniani-lab/FReSCo (not me), but this is limited to 2D / 3D point clouds. So, all this just to say that I launched a high-quality but slow blue noise optimiser on the GPU, collected the samples in a reusable database and hope it could interest people from graphics, statistical physics, maybe also quasi-Monte Carlo integration (but this one is just a maybe, simple Sobol sequences are better than blue noise on many tasks) or just curious hackers. Sampled clouds, all open access: 2D to 32D 1k to 130k points (and up to 30 millions in 2D / 3D thanks to the mentioned fast Fourier speed-up).
原文## Steamcup：合上电脑，让任务接着跑 编译、渲染或跑 Agent 时，任务还没结束，Mac 却睡了。Steamcup 是一个原生 macOS 菜单栏小工具：点一下像素咖啡杯，让 Mac 保持唤醒；开启合盖模式后，合上盖子也能继续运行。 ### 怎么用 - 点杯子开启或关闭，右键设置 30 分钟到 8 小时的定时。 - 开启合盖模式，让屏幕熄灭、后台任务继续；首次需管理员授权。 - 可选择允许屏幕熄灭、锁屏时暂停，也可用 ⌃⌥W 快捷键切换。 - 配置命令行入口后，使用 `steamcup run -- <命令>`，醒到命令结束。 ### 下载与安装 介绍页有 12 秒功能示意短片、下载入口和完整安装说明： 下载 Steamcup.zip，解压后将 Steamcup.app 拖进「应用程序」。当前版本尚未经过 Apple 公证，首次打开可能被 macOS 阻止，请按仓库安装说明处理。 ### 当前版本与边界 v1.3.2 Alpha，免费、MIT 开源，不需要账号或订阅，应用不发送网络请求。 下载包面向 macOS 14+，包含 Apple 芯片和 Intel 架构；真机验证来自 macOS 26 的 Apple 芯片 Mac，macOS 14–15 与 Intel 设备仍待实际验证。 合盖模式会更改系统睡眠设置，并安装后台恢复检查。正常关闭或定时结束后恢复设置；崩溃、强退后由后台检查恢复。设有过热和低电量停止机制，但尚未在真实过热、低电场景下验证触发效果。合盖运行时请保持通风，权限范围与卸载方法见仓库说明。 这是需要下载安装的 Mac 应用，网页是介绍与下载入口。配图为产品介绍页与功能示意。 欢迎反馈你的 macOS 版本、机型与具体使用过程。
MockMini is a native Swift proxy core for macOS, meant as a lightweight sing-box alternative that stays small enough to audit end to end (~2,600 lines). It speaks Shadowsocks (AEAD), VMess, Trojan and VLESS over TCP/WS/TLS, ships as a Swift package, and is open source under Apache-2.0. It powers the native VPN in the WLSA Plus macOS client.
原文Rein is a cross-platform remote desktop tool that lets you control your computer from any device through a web browser. Enjoy real-time screen streaming, keyboard, mouse, touchscreen, and gamepad support, plus seamless file transfers. Install Rein on Windows, Linux, or macOS, then connect any device on the same network by scanning a QR code or opening a link. No client app needed just open your browser and take control.
原文Tutorials, interview preparation and practical guides on programming (JavaScript, Python, React, Node.js), AI, DevOps, databases and cyber security.
原文公司制度文档散在网盘、群聊、个人电脑，新人问、老人答，答的不一定是现行版本。试过 SaaS 知识库，卡在「数据出内网」和「按人头收费」两点，就自己写了一个。 只做一件事：把 Markdown 丢进 docs/，就能提问，回答带《文档》/章节出处，能点开核对原文；文档带可见范围（普通员工查不到财务制度，财务角色能看到）。全程不联网，零第三方依赖，一个文件 380 行。 几个实现上的小设计： - 分块：维护标题栈 + 段落，约 420 字一块，每块自带「《员工报销制度》/ 报销标准」这样的路径，回答时直接当引用 - 中文分词：二元组切分，不依赖分词库，英文数字按词切 - 召回：BM25 + TF-IDF 双路加权。第一版问「出差住宿报销上限」，第一条返回的是「差旅餐补」——加「查询词覆盖率」加权后才稳定命中住宿段落 - 回答默认抽取式，不生成。制度类问题最怕编造，返回原文让人自己核对 部署就两条命令：`python3 kb.py ingest` 建索引，`python3 kb.py serve` 起服务，目录拷到内网机器就能用。 演示（ 89 秒纯录屏）： 实现细节长文： 代码： 轻喷。主要想听检索排序和文档权限这两块还有哪些坑，或者你们公司现在怎么解决「制度找不到」这个问题。
Snap one plate photo and get an editable food log. Tab spots the foods and grams, then pulls calories and macros from food-database records scaled to your portion. Barcode, search and describe-a-meal logging are free and unlimited.
原文Describe your app in plain language, even on WhatsApp. CodeZen's AI agents plan, build and deploy it, then keep shipping changes toward the KPI you set. Living code: you own it, no lock-in, EU servers. Free plan, no card.
原文SILDA sits between your OT devices and IT network, inspecting every packet inline without agents or hardware appliances. It detects threats per-asset using online ML, maps them to MITRE ATT&CK for ICS, and generates cryptographic audit chains for NIS2 and IEC 62443 compliance, all without cloud dependency or touching a single PLC or controller. Built for manufacturing, energy, water, and oil and gas.
原文CraftApp – The All-in-One AI Platform to Build, Manage, and Deploy Web & Mobile Applications Effortlessly.
原文FroggyAds is a self-serve demand-side platform and ad network. Advertisers, media buyers, affiliate marketers and agencies can manage push, native, display, pop, video and interstitial campaigns from one dashboard. Features include audience targeting, bid and budget controls, SmartCPC optimization, Adscore-supported traffic screening, source-level reporting and whitelists or blacklists. Advertising uses a prepaid balance, with a $50 minimum deposit. Actual costs depend on auction conditions.
原文AI-native search and scraping API with 9 search engines, per-credit pricing, and self-hostable infrastructure.
原文Find any country’s ISO 2-letter code, ISO 3-letter code and international dialing code in one place. Search by country name, code or phone prefix. Filter to see which dialing codes are shared by more than one country (like +1). Sort by any column, and switch between table, card and list views. Save favorites, and export results as CSV, JSON or plain text for spreadsheets, apps and databases. Fast, clean, 100% free, no signup.
原文AI-powered version history and failure explanations for n8n, Zapier, and Make. Bring your own AI key. Your key. Your infrastructure. Your call.
原文Archynt is monitoring for Docker and Kubernetes that needs no code changes, SDKs, or OpenTelemetry setup. You install one read-only agent that: Discovers every container and service. Maps real dependencies from live network traffic. Ships container logs. Collects host and RED metrics (rate, errors, duration).
原文测试同学大概都熟悉这个场景：需求文档一到手，就得人肉把 PRD 一条条翻译成用例表；好不容易写完，接口/UI 自动化脚本又因为一次改版全部失效。我们被这件事折磨了太多年，干脆把整条链路 AI 化做成了平台，今天自荐给大家——WHartTest。 它是一个可自部署的 AI 测试自动化平台（协议为自定义，见仓库 LICENSE），基于 Django + Vue 前后端分离，GitHub 目前 1.1k star。 它主要做三件事： 功能用例：上传需求文档（支持在线编辑），AI 结合知识库上下文生成完整用例（前置/步骤/预期），列表 + 思维导图双视图管理 接口自动化：根据接口定义自动生成请求步骤、断言、变量提取与前后置脚本；失败后 AI 读日志和响应定位问题，给出修复方案 UI 自动化：AI 生成页面操作步骤与元素定位，执行时采集日志/截图/视频/Trace，定位失效自动给修复建议 底座是 LangChain/LangGraph 多轮编排 + RAG 知识库（文档分块/向量化/重排）+ MCP 工具调用，另有一个 Skills 技能库，可以装 Playwright 技能让 AI 真正操作浏览器。
SecureMID helps teams assess the security of AI agents and identify potential weaknesses before deployment. Built for AI developers, security researchers, and teams working to build safer AI systems. Explore our platform, evaluate your workflows, and help shape the future of AI agent security.
原文我平时做制造贸易相关业务，要接订单、安排送货、月底对账。借助 AI 编程工具，我把这些流程做成了 FactoryFlow（交有数），现以 MIT 许可证开源，提供 Windows 开发者预览版。 GitHub 、说明和演示 · Windows 预览版下载 目前围绕三个环节： 录单：可以从第一张订单开始，客户和物料资料逐步整理；图片、PDF 的本地 OCR 结果需要人工核对后确认。 分批送货：按订单行记录已交、待交和各自单位。送货录错可以作废，恢复待交数量并保留原记录。 对账：记录客户反馈、部分认可、本期正式结算和跨月承接，保留历史凭证。 数据保存在本机，核心业务与本地 OCR 可以离线运行。使用 React / TypeScript、Python / FastAPI 和 PostgreSQL；数量与金额采用精确小数，业务动作保留审计记录。 合成数据示例：120 件已交 30 件、剩 90 件；35.5 千克已交 10.25 千克、剩 25.25 千克。 当前公开包为 v0.1.0-preview.1，仅支持 Windows 10/11 x64、单机及人民币业务，尚不包含库存、付款、多币种和海外税务。代码、测试及文档有 AI 编程工具深度参与，我负责需求、业务规则和流程核对。 公开包完成过合成数据流程及备份恢复检查，仍不等于长期生产验证；OCR 可能漏行或识别错误。请在独立试用目录使用合成样例，不要放入唯一一份真实业务数据，预览版之间暂不保证直接沿用旧数据。 欢迎做过跟单、送货、对账或业务系统的朋友试用，指出缺少的业务情况和不顺手的操作。
A free Chrome extension for the 20-20-20 rule. Every 20 minutes a break screen covers all your tabs for 20 seconds, with a longer break every fourth time. Snooze, strict mode, stats. No account, no ads, no network requests.
原文Introducing Wortex Mainnet: Redefining Layer-1 Infrastructure with Zero-Dependency Standards 🧠⚡ As decentralized systems scale, infrastructure security can no longer rely on bloated supply chains and third-party dependencies. At Wortex Mainnet, we are building a next-generation Layer-1 protocol designed for absolute mathematical determinism, high finality, and enterprise-grade resilience. 🔗 Explore our live global portal:
原文Paste a post and see exactly what X will count: emojis and Asian characters count as 2, every link as 23, against the 280 limit. Live preview, all 10 networks' limits side by side. Free, no signup, 41 languages.
原文Moli by Lexmount is our browser engine built from scratch for AI agents. It starts faster and uses less memory than Chrome. Use Moli through Lexmount Browser, our cloud browser platform. Run multiple isolated browser sessions with proxy support while we handle the infrastructure. Let your agents browse, fill out forms, and extract data. Try it in our Playground or connect through our SDK.
原文Know what's really in your cosmetics. Point your camera at any skincare, makeup or sunscreen label — no barcode, no database wait — and get a clear 1–10 safety score with every ingredient explained in plain language. Add a selfie Skin Health check, an AI skin assistant and a stop list that shows which products match your skin. Reads INCI and Cyrillic labels.
原文RAPIDLYY is a premium social network for sharing photos, videos, polls and moments with friends. Post, react, chat in real time and discover creators.
原文Kyro is an open-source, local-first autonomous desktop AI agent built with Tauri v2, Rust native core, and React 19. A product from Tonmoy Infrastructure, owned and architected by Eshan Roy.
原文Weblink 是我开发的开源 Windows 远程桌面工具，重点是低延迟交互和一对多桌面共享。受控电脑运行 Windows 客户端，其他设备通过浏览器加入同一房间即可观看桌面，获得授权后还能操作鼠标和键盘。 主要特点： 浏览器即用：手机或电脑上的控制端无需注册账号，也无需安装客户端。 一对多共享：多个设备可以同时观看同一个 Windows 桌面，适合远程演示和协作。 低延迟设计：采用 Windows 原生屏幕采集、受支持的硬件编码和 WebRTC；兼容的观看端可复用编码器。实际延迟取决于硬件与网络条件。 配套功能：支持文件传输、剪贴板共享、聊天及语音视频通话。 项目采用 MIT 协议，支持自行部署。连接需要信令服务，无法直连时可通过 TURN 中继。
先说明一下：我是 Acard 的维护者，也在负责它的内测，所以这是一条自荐。 Acard 是一个开源（AGPL-3.0）、本地优先的 Notion 式工作区。一个 Bun 进程跑起编辑器和接口，所有数据都存在你自己选定文件夹里的 SQLite 文件中，不开云功能就不会有任何东西离开你的电脑。 做它的初衷很简单：我平时大量的想法和资料其实都是在和 AI 的对话里产生的，但这些内容最后总是散落在聊天记录里。与其再手动整理进 Notion 或 Obsidian，不如让 AI 直接把对话写成页面。 主要功能： 块编辑器：标题、列表、待办、折叠块、引用、代码、表格、公式、图片，支持 / 命令和 Markdown 快捷键，可以分 2–4 栏排版。 数据库：表格、看板、画廊、列表、日历、时间线、图表 7 种视图，支持关联、汇总和公式。 内置 MCP 和 REST API：在本机运行时，Claude Code、Codex 等 MCP 客户端无需 token 就能直接读写页面，例如 claude mcp add --transport http acard 导入导出：支持 Markdown 和 Notion 导出文件。 备份：一个 zip 包含所有表、文件和每个页面的 Markdown 副本，每天自动备份。 团队使用：在局域网、家里的服务器或 VPN 上跑一个服务端，其他人用浏览器或桌面端连接。 界面支持简体中文、英文、韩文。 安装：Windows 可以直接下载 Acard Local 安装包（目前还没签名，SmartScreen 会提示，点「更多信息 → 仍要运行」即可）；macOS / Linux 需要从源码构建，或者直接 bun local/main.ts 跑服务端用浏览器打开。
总有人问我量化交易到底是什么，大家总把它想象成某种高深莫测的黑魔法、天才数学模型或者电脑自动印钞机。其实底层逻辑真没那么玄乎：把一个直觉写成计算机能执行的死规则，老老实实用历史数据做回测验证，再做好仓位控制别把自己玩死，仅此而已。为了不每次都从头解释一遍，我干脆做了这个互动式小课。 为了让任何人都能完全看懂，课程把核心概念全做成了可互动的沙盒实验： 猜涨跌小游戏：连猜 10 天明天的走势，亲身体会单日涨跌基本就是抛硬币，量化赚的是几千次交易里 53% 胜率的微小优势。 动量与均值回归回测：拖动滑块调均线和布林带参数，切换趋势市和震荡市，实时看“$100 变成多少”的净值曲线和买卖点，看懂震荡市里双均线是怎么来回打脸被割韭菜的。 夏普比率与回撤对比：直观展示为什么一个赚 +120% 但中途腰斩 50% 的策略，在专业量化眼里远不如一个年化 +30% 但回撤只有 5% 的平稳策略。 40 人凯利公式下注模拟：给每人一枚 55% 胜率的硬币，只要每次下注超过 20%（重仓），典型玩家最后全都会走向事实破产。 过拟合陷阱实时演示：在一段 100% 纯随机的数据里自动扫 430 组参数，选出在“过去”暴赚的所谓“神级策略”，然后一揭晓“未来”数据，当场打回原形。 10 行 Python 代码拆解：点击每行看逐行注释，重点解释为什么 .shift(1) 是防止“偷看未来数据”（未来函数 Bug）的铁律。 市场走势基于 PRNG 伪随机数算法生成，无需任何后端或外部网络请求，完完全全在浏览器本地单页跑通。 页面支持全量 EN / 中文 一键即时切换（包括图表标签、报错解释与交互反馈），词汇表支持中英双向搜索，进度自动存 localStorage。没有登录、没有付费、没有真实资金风险。
A responsive React + TypeScript website template for yoga studios and wellness brands. Features an editorial homepage, searchable pose library, journal, and interactive breathing tool. Customize branding and content through centralized configuration, then deploy as a static website.
原文Find secure, trusted luggage storage near you and explore hands-free. Up to $1,500 Guarantee. Any Bag Size.
原文valueDefine takes spatial data from files, databases and spreadsheets, runs it through repeatable visual workflows, and publishes the results as maps, dashboards and apps.
原文Discover apps, CLI tools and packages in a native macOS inventory. Inspect versions, paths, sizes and installation-source evidence; search, filter and review eligible management actions and possible leftover data. Free and open source (Apache 2.0). Apple Silicon; macOS 13+ deployment target, minimum-OS runtime unverified. Ad-hoc signed, not Apple-notarized; Gatekeeper may block first launch. Real destructive workflows are not comprehensively tested.
原文I developed a custom GPU kernel in Triton to accelerate training with a sparse feed-forward network (FFN). With K=256, activating 256 of 4,096 FFN neurons per token (6.25%), the sparse model achieved 36% higher training throughput than its dense counterpart. The kernel has so far been tested on a single NVIDIA RTX PRO 6000 GPU and requires GPU hardware with BF16 support. Whether a model trained with a sparse FFN and densified afterwards can match the quality of a model trained densely remains an open question. These early results have motivated me to continue training a larger model using this approach. More about EUGEN and my work: https://jakubcwirlej.com/ai-dev/
原文An AI DevOps engineer for your Linux servers. Deploy, monitor, secure and fix your VPS in plain English, with every risky change waiting for your approval.
原文AuxAI monitors any deployed AI model at runtime, independent of its own confidence scores. It catches silent failures standard monitoring misses, hardware faults, model drift, out-of-distribution inputs, and weight corruption, then triggers a safe rollback or healing without touching model weights or source code. Built for autonomous systems, robotics, industrial automation, and defense, where silent AI failures have real-world consequences.
原文NovaWire: A high-performance, lightweight network tool for modern dev workflows. Intercept, inspect, mutate, replay, and document every request your apps actually send—without eating up system resources.
原文Digital distribution and discovery infrastructure for growing businesses: manage one master inventory, and Mainfront distributes it everywhere you sell.
原文Layerz: TOR Chat App – Anonymous Chat Over Tor, No Signup Layerz is a privacy-first chat app that routes your connection through the Tor network. Chat 1-to-1 with random people or invite a friend privately, with no account, no phone number, no email, and no username. Just open the app and start talking. Most chat apps ask who you are before you can say a single word. Layerz does the opposite. There is nothing to register, nothing to verify, and no profile to build.
原文Gen-Coder is a fast and completely free online QR code generator. Create custom QR codes for URLs, text, and Wi-Fi networks. Customize size and colors, and download high-quality SVG or PNG files with no registration required.
原文Self-hosted PaaS to deploy applications, databases and services on a VPS or server you control. Deploy from Git, Dockerfile, Docker Compose or static uploads, with Caddy SSL, S3 backup and multi-server support. It runs in only ~63Mb of RAM.
原文Welcome to Colax — the ultimate campus marketplace and community platform built exclusively for students! Colax makes it effortless to connect with your campus, buy and sell second-hand items, and stay informed about local updates. Key Features: Campus Marketplace: Buy and sell textbooks, electronics, furniture, and daily essentials with verified campus peers. Community Feed: Share updates, post announcements, and engage with your campus network in real time.
原文Your Engineering Platform for Faster, Smarter, More Reliable Delivery. DevOps automation, FinOps, SRE, and AI in one platform.
原文You plugged the cable in, but you are still on Wi-Fi, and nothing on screen tells you. Konechi asks the Mac which connection is actually carrying your traffic and shows it in the menu bar, with a character who is on top form on a cable, doing fine on Wi-Fi and out of energy offline. Click her for the network name, IP address, link speed and live traffic. Turn on a VPN and she adds a padlock while still showing which link does the work underneath. No Dock icon, no account. Free and open source.
原文AKDesk Fixed 是一个本地优先的固收与宏观研究工作台，面向个人研究者和关注金融数据的开发者。它将资金利率、收益率曲线和国债期货的公开数据整理成带来源、时点和状态的一页简报，支持临时备注、Markdown 导出与打印/PDF。本地版还包含自选、信用观察、研究项目和专题复盘，主要适配 Apple Silicon Mac，界面以中文为主。 亮点 围绕具体任务组织功能：查看市场变化 → 回到收益率曲线核验 → 添加备注并导出一页简报。中国市场基础路径不需要 FRED 或 AI Key。 展示数据来源、观测和抓取时间，区分缓存、过期、演示及混合来源；缺失值保持为空，不用零代替，也不自动生成投资结论。 提供无需安装的在线体验和可复现 CLI 案例，帮助不熟悉固收业务的开发者理解金融数据如何转化为研究底稿。 自有代码采用 MIT 协议，技术栈为 React/TypeScript/Vite、FastAPI/Python 和 SQLite；研究资料保存在本机，没有使用遥测或追踪 SDK。 当前版本为 v1.1.0。在线演示使用固定的 2026-08-03 合成样例，不连接真实行情服务；本地完整版通过 AKShare 等数据源获取公开数据，不承诺交易所授权实时行情或机构级 SLA。MIT 许可不包含第三方行情数据的再分发权，产品不构成投资建议。
这是一个可直接部署到 GitHub Pages 的浪漫互动网页，适合制作生日、纪念日或告白礼物。页面包含 Canvas 动态星空、触碰后散开再聚合的爱心粒子、六张可放照片与回忆文字的卡片，以及将留言化为星星的许愿互动。项目只使用 HTML、CSS 和 JavaScript，并附有分步学习说明，便于初学者修改成自己的故事。 亮点 用参数化爱心曲线和简单的弹簧运动实现粒子交互，鼠标与手机触摸均可体验。 留言飞入星空并保存在当前浏览器的 LocalStorage，不会跨设备同步。 照片与回忆内容集中在 app.js 的数组中，改文字、换图片即可定制礼物。 响应式布局适配手机，并尊重系统“减少动态效果”设置；无需框架、构建工具或服务器。
Unify consent management, DSR automation, DSPM, DPIA, database activity monitoring and grievance management for continuous DPDP compliance with Cytrusst.
原文AX Template Migrator simplifies notification template management across Liferay environments. It provides a centralized interface to search, view, export, and import notification templates, reducing repetitive manual work during migrations and deployments. By helping teams maintain template consistency and minimize migration errors, it makes notification template management more efficient and reliable throughout the deployment lifecycle.
原文Streamline your X (Twitter) network with VeyraFlow. Instantly see who follows back, prevent accidental unfollows, and manage relationships safely.
原文Getting a real database today means sign-ups, consoles, picking a cloud region, and ongoing management. That’s too much friction in two cases: AI agents and scripts need a real Postgres for a few minutes: to run tests, try a schema, or answer a question over some data. They have no account and no human to click through setup. Developers, side projects and personal AI assistants need a small, always-on database for free, without running servers or getting a surprise bill.
原文A sophisticated social hub that intelligently bridges personal interests with professional opportunities, featuring secure community-driven marketplaces, anonymous networking, and an AI-powered personal assistant.
原文LibvTalk is an advanced offline Peer-to-Peer (P2P) mesh communication application designed for seamless voice calls, instant messaging, and emergency connectivity without needing cellular coverage or an active internet connection. Whether you are traveling in remote locations, attending crowded events, or facing network outages, LibvTalk keeps you connected using multi-hop mesh networking over Wi-Fi Direct and Bluetooth. Stay connected anytime, anywhere with LibvTalk!
原文Selling supplements, nutra or RUO peptides? TagadaRx lets your brand sell prescription weight loss, sexual health and hair treatments in the US. Licensed clinicians, pharmacy, payments and patient support built in, under a LegitScript-certified network. You run the ads, we take care of everything else.
原文OpenPloy is an open-source, self-hosted PaaS for deploying apps, databases, and Docker Compose stacks on your own server. Deploy from GitHub or static uploads, automate redeployments, and manage Postgres, MySQL, Redis, and more with scheduled backups. Get automatic HTTPS, environment variables, cron jobs, notifications, AI-assisted debugging, monitoring, and role-based access, all from one platform. A self-hosted alternative to Vercel, Railway, Render, Netlify, and Heroku.
原文Non-custodial crypto payment gateway — buyers pay straight to your wallet, keys never leave your side. Free up to $500/mo, then $29/$79 + 0.5% overage. 22 assets incl. BTC, ETH, XMR, TON, USDT on 7 networks. Hosted checkout, REST API, signed webhooks.
原文保留 IntelliJ IDEA 的快捷键、工具窗口和双击 Shift 全局搜索，底层换成 Rust + Tauri 2。编辑器、代码补全、调试器、Git、终端、数据库和 HTTP 客户端一应俱全，支持 60 多种语言，提供 macOS、Windows、Linux 安装包。适合被 IDEA / PyCharm 的启动速度和内存占用劝退的开发者。 亮点 打开约 770 个文件的 Python 项目只要 1.1 秒，内存 169 MB，同条件下 IntelliJ IDEA 是 13.2 秒、2 GB，测试脚本开源、可以自己复现 不用重新学习：沿用 IDEA 的 macOS 和 Windows 键位以及工具窗口布局 基于 LSP / DAP，加一门语言只需要写一个 TOML 文件
As a founder looking for industry events to network/sell at, Claude/ChatGPT search for conferences is extremely hit or miss. IME the agent never goes deep enough and frequently includes out of date events, misleading prices (claiming an event is free, but it's only free for buyers and $2795 for everyone else), or only the most major events. Also never sure if I'm missing something cheaper or closer or a better fit. Spent a whole week's worth of tokens on industry event research validating event dates, finding prices, filtering junk events, de-duping, and generally cleaning up the data. May it be useful to other founders trying to sell.
原文I kept pressing Ctrl+F for the same words on every job post, ingredient list and long doc, so I built Keyword Lantern. Make your own word lists, give each word a color, click the icon, and every match lights up with a counter per word and next/previous jumps. Several lists you can switch on and off, whole-word and accent-insensitive matching, works on pages that keep loading. No account, no tracking, no network requests. Free, no word limits.
原文AI agents can call APIs, access databases, and move money. But one wrong action can cause serious damage. Fluxix puts a safety layer between your agents and your systems, checking every action before it happens. Set rules in plain English, block risky operations, require human approval, and protect sensitive data. Every decision is logged, so you stay in control without slowing your agents down.
原文Ghost Networks is a private, WireGuard-based mesh for teams, servers and IoT: no login, no port forwarding, no VPN configs. The new MCP server lets Claude, Cursor or any MCP client create networks, onboard devices with expiring keys, isolate devices into hubs, grant temporary access to specific servers and run VPN servers. 41 tools in one signed binary; tools/list works without a key. Enterprise plans start with a first month for $9.90.
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。
大家好，自荐一个自己开发的开源项目 M3U Studio。 整理家里的 IPTV 频道时，经常需要调整分组和顺序、批量替换播放地址、配置台标和 EPG。直接修改 M3U / TXT 文件比较繁琐，于是做了一个网页管理工具。 导入已有频道后，可以在浏览器里整理，确认后发布，生成订阅地址供播放器使用。
Create human-like AI voice agents that place and answer phone calls in 10 Indian languages plus Hinglish. Typical response latency is 450–600 ms on Indian mobile networks (Jio, Airtel, Vi).
原文Hi HN, I'm Faithful. I built dánwò, an open-source (Apache-2.0) end-to-end testing framework for web and mobile apps, written in TypeScript. The problem: a UI test can click "Pay", see "Payment successful" and pass, while the card was charged twice, the webhook was handled twice, or the receipt email never went out. With coding agents writing more of our code, that gap between "the screen looks right" and "the right things happened" is where I kept finding bugs. How it works: - Tests drive the app like a user, with locators or plain-English agent steps. An agent step calls a model once; danwo records the actions and replays them on later runs with no model calls, so CI doesn't need an API key. - Your app runs behind an egress proxy. Calls to Stripe, Clerk, Resend, Slack, Google and about 20 other providers are answered by local emulators at the real hostnames, so there are no sandbox keys and no code changes. For Node apps a preload routes the calls; Bun honours HTTPS_PROXY. - An invariant is a check that runs after the test and compares two sides: what the provider says happened (charges, emails, messages) and what your app stored. For example, credits granted must equal paid checkouts times 500. - `danwo matrix` replays a test once per fault it could meet: a 500 or 429 from a provider, a declined card, a duplicate, late, forged or replayed webhook, a double-submit, a database commit whose reply is lost, Postgres unreachable for a few seconds. The invariant judges every run, so you see exactly which failure your app mishandles. - Every run leaves a flight record: video, each step, every provider call, webhook delivery and database statement, with secrets redacted. It runs in Chromium, Firefox and WebKit, and on the Android emulator and iOS Simulator. It ships an MCP server and a skill, so coding agents (Claude Code, Cursor, Codex) can write and run tests and fix what fails. Limitations, honestly: the emulators are only as good as their fidelity to the real APIs. Each one has a suite that runs against the real provider to catch drift, but they won't cover every edge of Stripe's API. Backend routing is built for Node and Bun today. Mobile tests need macOS or Linux. It's early (v0.1.2). The name is Yorùbá: "dán an wò" means "try it and see". Quickstart: npx @danwo/cli init (docs: https://danwo.dev/docs/quickstart ) I'd love feedback, especially on faults you've been bitten by that aren't in the matrix yet.
原文Byter shows how much internet data you use, and where. It tracks usage separately for every Wi‑Fi network, phone hotspot and wired connection, so you know exactly what your hotspot bundle went on. You also get live speed, a one-click speed test, daily-to-yearly charts, and gentle alerts when usage spikes. Everything stays on your device. No account, no ads. Available now for Mac, Windows coming soon, in 11 languages.
原文自荐 DSH A2UI，一个面向 DeepSeek Harness 的独立 A2UI 协议开发预览，供想把交互表单接入 DSH 的开发者试用。 目前使用官方 A2UI renderer 和 schema，支持受限 basic catalog 的严格校验，并提供两种无需账号或 API key 的合成示例： 本地浏览器 流式展示表单、编辑、导出与恢复记录；恢复时不会再次执行历史动作。 可执行 agent-loop 示例：使用真实 DSH AgentLoop、ToolRuntime 和会话渲染组件，通过脚本化本地模型，在 jsdom 中验证“表单操作进入下一轮 agent，并生成预览”的链路。 当前为 0.1.0-alpha.6，针对 DSH 0.2.0-rc.2 验证。示例中的模型、传输和部分宿主结构是合成的，不代表完整 DSH shell、真实模型、完整 A2UI 协议或生产部署已经验收。未提交的表单编辑目前不会跨 DSH 重载自动恢复。项目并非 DeepSeek、Google 或 A2UI 官方项目。
I'm building Multipeer, a desktop app for running agents, tools and working wth teammates on one shared canvas. I often have several agent sessions open at once, but they're all scattered across terminals. It was also hard for my co-founder to see what my agents are doing or jump in to work together. So We built the solution to our own problem. And now we're releasing it to the world. It's a macOS app for now (soon on Windows and Linux). You can invite your teammates over a local network or over the internet. They can follow your view and, if you allow them, they can also take control of your terminal and claude code/codex sessions. The app is still early, and I'm also releasing the iPhone/Android app soon to remotely control everything on your canvas. I'd would like to get feedback from the HN community! If there's any features you'd like to see, please contact me via: shyam@multipeer.sh, we build really fast. I'd love to talk to everyone of you and work on your feedback! Thanks!
原文IPFLY Proxies provides global proxy solutions for businesses, developers, and data teams. Its product lineup includes residential, ISP, and datacenter proxies designed to support web data collection, market research, SEO monitoring, eCommerce intelligence, and ad verification. With flexible IP rotation, sticky sessions, precise geo-targeting, and API integration, IPFLY Proxies helps teams access location-specific web data and build reliable data collection workflows across global markets.
原文Read Reddit and news in Outlook, Excel, Word or VS Code-style views, watch YouTube in a floating meeting window, or open simulated work screens. Free, with no signup or download. Visual disguise only; browsing and network activity remain visible.
原文A small dock that shows how much of each Claude, Codex and Cursor quota you have used, and when it resets. It works with CLIProxyAPI, which switches accounts when one runs out. It also runs in the terminal and in Herdr. Free and open source.
原文eSIM Indexer is a free travel eSIM comparison enginethat helps travellers find the right plan faster. Copare thousands of eSIM offers from multiple provider using advanced filters, Best Match rankings and cler network information. Standardised plan data and smrter grouping reduce repetitive listings, making it asier to compare prices, data allowances, validity ad coverage without endless scrolling.
原文Self-hosted, privacy-first WooCommerce analytics that puts sales before pageviews. Every WooCommerce order is attributed to the channel, campaign and landing page that brought the buyer, and all data stays in your own WordPress database. Features: * Revenue by channel, campaign, landing page and country * Funnels and goals show where shoppers drop off * Cookieless privacy mode, no banner required * Works with WooCommerce and Easy Digital Downloads * Includes MCP and Direct developer support
原文MIT 我平时在好几台远程开发机上跑 Claude Code。以前的办法是每台机器开一个 SSH 窗口，再套一层 tmux，窗口一多就分不清哪个会话在等我，笔记本一合盖、网络一断，还要一个个重新连回去。 Open Walnut 是我为这件事写的自托管网页。每台主机上有一个小 daemon，Claude Code 进程归它管，所以 SSH 断了或者笔记本睡眠，远程会话都在继续跑；重新连上后，历史从磁盘上的会话日志恢复。daemon 由 Walnut 通过免密 SSH 自动部署和升级，不用手动拷文件。 所有会话在一个网页里并排看。每个会话有自己的 diff，列出它改过的每个文件（从会话日志里算，不依赖 git），可以逐行评论，再把评论发回同一个会话。旁边还有任务、笔记和长期记忆，以及一个能帮你开会话、找上下文的个人 AI。 数据都在本机 ~/.open-walnut/，没有遥测，也不需要注册账号。 安装（macOS 或 Linux，脚本自带 Node；需要一个已登录的 Claude Code）： bash curl -fsSL | sh walnut web 也可以 brew install evanzhang008/tap/open-walnut 或 npm install -g open-walnut。
Instagram Insights shows total likes, not WHO your repeat supporters are. FanPulse reads the likes & comments already on your screen to rank repeat fans across posts, view comment history, and add CRM notes. 100% local in your browser—zero network calls.
原文Nexo is a free, chat-only social network. Browse people from around the world, send a request, and start talking once they accept. No feed, no paywall to chat. Available in Spanish, English and Portuguese
原文自荐一个Mac工具：Vitals，活动监视器的替代品。 活动监视器里有上千个进程，Vitals把它们归到所属的应用下，大约60行：Chrome的几十个辅助进程算作一行，每个应用一个CPU、内存、能耗、磁盘和网络数字。 保留30天的历史，可以看昨天下午是什么拖慢了Mac 某个应用占用过高时提醒 按项目文件夹列出忘了关的开发服务器、端口和Docker容器 自带MCP服务器，Claude、Cursor可以直接问Mac现在的状态 简体中文、繁体中文界面 3天免费试用，不用注册、不用绑卡，之后一次买断。 少数派的评测：
LioranDB V2 pre-alpha is launched on 16 August 2026, tested by 10+ developers with 3 real feedbacks. Build with the Rust-powered high-performance database developed in India. Alpha launch coming on 23 October 2026.
原文Multiverse relaunch is a full-stack AI builder. New backend agent creates complete backends and collections with PocketBase or Firebase—your choice. A coding agent builds your entire web app or software from scratch and helps deploy. Connect GitHub, clone projects, and sell apps on the marketplace. The preview engine previews full-stack, Node.js, React, static, HTML, JS, and CSS—anything the AI codes. Plus 9 models, 6 preview engines, and deep agentic workflows.
原文River Writer is a free Mac app for screenplays, stage plays and novels. You write plain text (.fountain ormd) and a live preview shows the formatted, print-ready pages beside it: Screenplay, Multi-cam, Stage Play or Manuscript. Git versioning is built in, so you can commit drafts, restore files and try an alternate ending on a branch. Outline, scratchpad and todos live as plain files in your project. No accounts, cloud, telemetry or AI; it makes no network connections. Open source (MIT).
原文Yaadio is building digital infrastructure to connect people with Jamaican culture, music, events and lifestyle.
原文WPAForge 是一个跑在安卓手机上的 WPA/WPA2 弱口令审计工具，开源（Apache-2.0），需要 Root。 它不翻几百万条的通用字典，而是按目标路由器的 SSID 现场派生候选——比如路由器叫 FASTE972，它就先生成 FASTE972、faste972、97297297、e9721188 这些，几百条覆盖常见命名习惯，再按目标特征排序，最可能的排最前。命中通常发生在第几十条，而不是第几万条。 每条候选都真的向目标 AP 发一次关联请求，不模拟、不猜测；判定只认一种证据：4-Way Handshake 完成，且 SSID、supplicant 状态、IP 三条同源于同一条记录，所以不会有“假成功”。 其他：进度实时存盘、中断能接着跑、锁屏继续；多目标后台队列；内置 IEEE OUI 表（15913 条），列表里直接显示水星 / 中兴 / 腾达 / 迅捷等厂商名。 要求：Android 8.0+、Root。适用范围仅限你自己拥有或已获明确授权的网络——对自家路由器是排查弱口令，对别人的网就是违法，这条边界很清楚。 亮点 1. 不用电脑、不用外置网卡、不用 Termux —— 安卓原生，一台 Root 手机跑完全流程。传统路子要笔记本 + 支持监听模式的网卡 + Kali，这套只要一个 APK。 2. 按目标 SSID / BSSID 现场派生候选，而不是翻大字典。派生维度：SSID 原文与大小写变形、里面数字串的重复与加后缀、去掉分隔符的合并串、SSID 与高频数字的多种拼接、BSSID 尾号族，再叠通用弱口令与厂商规则。几百条排在队列最前面，通常第几十条就命中。 3. 判定链只认一种证据：SSID 逐字相等 + supplicant COMPLETED + 有效 IP。而且刻意不让 netId 参与判定 —— 早期把它当否决条件时出过真实事故：密码是对的、系统确实连上了，却因为 netId 时序对不上而整段跳过成功判断。netId 现在只作为证据强度标注。宁可报「不确定」，也不报假成功。 4. 断点续跑 + 后台队列 + 锁屏继续。进度实时存盘，多目标排队自动跑，每项可单独暂停。 5. 内置 IEEE OUI 表 15913 条，扫描列表直接显示「水星 / 中兴 / 腾达 / 迅捷 / 四川天邑康和」，随机化 MAC 单独标注，不和「未收录」混着显示。 6. 核心判定与派生全是纯逻辑，不依赖 Android —— 可以离线跑单测。 7. Apache-2.0，无广告、无内购、不上传任何数据。
「人生岔路 / Otherlife」是一个中文像素人生模拟游戏：从随机出生开始，经历学习、工作、关系与迁居，也可以回到过去的一个选择前，保留原来的未来，再展开另一条时间线。 直接试玩： 项目仓库与完整版本： 想探索的玩法 在172个国家与地区中按权重抽取出生地，逐项揭晓身份与家庭背景。 共同计划会记录起因、实际投入和结束原因；等待不会自动被算作完成。 陪伴、帮助、承诺与失约会影响亲密和信任，后续故事沿已有经历发展。 住宅、家庭与人物年龄改变像素场景；支持保存、回看和时间线分岔。 网页试玩不需要安装，也不需要模型密钥；它使用本地故事引擎，进度保存在当前浏览器。完整版本可以自行接入DeepSeek，增加自由对话和有事实依据的年度人物关系分析。游戏界面目前为中文，仓库有中英文说明；原创代码及有权授权的美术采用 MIT；第三方数据与依赖保留原条款，详见仓库 LICENSE 与 NOTICE。 作者自荐，欢迎试玩和具体反馈，尤其想了解哪些因果后续显得合理、哪些关系变化显得生硬。
DropDuo is a pair of native apps that send files, folders, photos, links and text between your Mac and Android phone, directly over your local network. Pair once by scanning a QR code and approving it on your Mac. After that, the two devices reconnect on their own. • Right-click in Finder → Send with DropDuo, or use Android’s share sheet • Photos arrive as originals, and folders stay folders • Interrupted transfers resume and are integrity-checked • Encrypted end to end, no account, no cloud
原文Resolve disputes, gather opinions, and build community with Dispunet. The social network for fair dispute resolution powered by AI.
原文Niyoos sits between your AI agents and LLM providers (OpenAI, Anthropic, Gemini) as a proxy, so it can enforce — not just watch: a tamper-proof audit log, real-time cost tracking per agent, an instant kill switch, and drift alerts when behavior changes. Works with n8n, Zapier, Make, or custom code — point your agent at Niyoos, nothing else changes.
原文自荐一个我们团队开发的 AI 短视频创作平台：TrendSwap。 它解决的核心痛点是：市面上现有的 AI 换脸或图生视频工具，要么人脸变形失真、五官被“混脸/同化”成路人，要么提示词极其繁琐且音画不同步。 TrendSwap 专注于单张人像照片一键成片：用户只需上传一张自拍或人像照片，即可直接复刻全球社交媒体当下最热门的模版（如 Drake Burning Bridges 烛光晚宴漫步、Bulin 47 抖肩舞、双人霓虹舞、Smalltown Boy 猫咪尖叫双人舞等），自动生成面部五官 100% 严格保真、动作与音频口型高精度同步的竖屏 MP4 短视频。 核心亮点 1. 严格面部身份锁定：通过多模态条件控制与身份解耦协议，确保生成的面部五官轮廓、眼神与骨骼特征 100% 完全源自用户上传的照片，绝不与原模板主角产生融脸或变形。 2. 母带级音画毫秒同步：预置高热度原版人声音频与节奏点，音频与动作动态精准同步。 3. 零门槛即时可用：无需编写复杂 Prompt 或本地部署 ComfyUI 工作流，开箱即用，支持多语言（中/英/西/日）界面与 MCP Server 自动化接入。 4. 免费体验：提供新用户免费体验额度，无水印、无需订阅。 欢迎老师和大家体验、交流与指导！
LagCheck helps competitive players check their connection before they queue. It measures latency, jitter, and packet loss from an iPhone to reference infrastructure, then gives a clear verdict based on the current check. No made-up score when the data is insufficient.
原文42+ browser-based marketing, SEO, AI-search and web tools. Public-page checks fetch the entered URL through our proxy. No signup, no limits.
原文Qiao VPN (橋, "bridge") is a VPN built for networks in China that stays connected. It connects in about two seconds with live route checks, and its traffic looks like ordinary encrypted web traffic. Smart Flow keeps local apps direct so they stay fast. Strict no-logs, RAM-only servers, kill switch and leak protection. Works on China Mobile, Unicom and Telecom, with unlimited traffic. Try it free for 3 days, no card needed.
A MacBook that stays on its adapter spends its life at 100%, where a lithium-ion cell ages fastest. Kombucha holds the battery inside a range you choose: it stops charging at the upper threshold and resumes at the lower one, so the Mac runs from the adapter while the battery rests. Also: Charge to 100% Once, Heat Protection, discharge to the limit, history charts, battery health. Free and open source (MIT), no network access or telemetry. Apple Silicon, macOS 15–26.
原文私密PDF工具箱（PrivatePDF）是一个纯本地运行的在线 PDF 工具箱，包含合并、拆分、页面整理、旋转、压缩、水印、页码、图片转 PDF（支持 iPhone HEIC）、PDF 转图片、提取文字共 10 个工具。全部功能在浏览器本地完成（pdf-lib + PDF.js），没有后端、没有上传接口，断网也能用（PWA），无文件大小与次数限制，中英双语。MIT 开源，可自部署/内网部署。 说明：我是该项目开发者，但不是商业推广，项目完全免费无广告。
A simple, searchable library of traditional home and natural remedies for common ailments. Search by ailment, symptom or remedy name, or browse by remedy type and category. Sort by ailment, A-Z or category, save favorites, and switch to dark mode. Safety comes first: the database is for learning and reference only, and every visitor sees a clear reminder to check with a healthcare professional, since natural does not always mean safe. 100% free, no signup.
原文Hi HN, I'm Simon. I built Basteon because I wanted one place to see all my money (bank accounts, brokers, cash, gold, real estate, crypto) without giving a company a copy of my transactions/net-worth. video walkthrough, about 3 minutes: https://x.com/novospes/status/2110710334818222539 How it works: Your data lives in an encrypted sqlite database on your phone. There is no account with a stored copy of your transactions on our side. We have a dumb (no storing/logging) sync-server that connects to Enable Banking, but the actual authorization tokens to get the bank data lives on your device. This is the UX-friendly way. But for people who want a trust-less setup. The server itself will be open-sourced We're planning to relaunch Q4 2026.
原文Your passwords. Your device. Your control. Ironclad is a privacy-focused password manager designed to keep your encrypted password vault on your device. Store your passwords securely, generate strong credentials, unlock your vault with biometrics, identify weak or reused passwords, and check for compromised passwords without sending your actual passwords over the network. Keep your passwords organized in an encrypted vault designed around local-first storage.
原文Polylane catches issues across your Cloudflare apps, follows the connections between Workers, databases, queues and storage, and investigates the root cause using your code, logs and recent changes. When the fix is in your code, it opens a pull request for review. Connect with one read-only Cloudflare token.
原文Payaries is a crypto payment gateway built for forex brokers, fintech companies, and Web3 businesses. Accept and manage crypto payments with API-based integration, multi-chain and token support, and streamlined transaction tracking. Simplify crypto payment integration and focus on growing your business without building payment infrastructure from scratch.
原文Sub-20ms serverless vector search, persistent agent memory, and hybrid RAG engine hosted natively in India.
原文Chrome DevTools for neural network quantization: profile PyTorch & ONNX models in one calibration pass, evaluate SQNR, plan MCU Flash & SRAM, and export ready-to-run configs for torchao, ON...
原文Plango is a Mac native security suite for anyone running AI coding tools. It works by running a custom local security model that evaluates threats against the lethal trifecta (data access, communication, exposure). Some cool features: - Restrict Agent access by type of data (ssh keys, env files) or finder tags (finally a good reason to use the color tags in finder). - On device security model, but can switch to another local agent or bring your own key. - Review your Mac's privacy and access, apps, startup & extensions. - Automatically move env secrets into keychain. - Network blocks/allow lists, see what apps and agents are accessing. Stop them from data exfil. - Check skills and plugins for bad behavior. - Create custom rules for all of these things. - Log every action, request, block etc in an easy dashboard. - Vuln scan of all projects on your Mac. About us: I'm Fred, long term hacker first time shower. My co-founder Rich and I care about privacy, security and believe that AI software development is the future. We have two decades of combined experience in cyber, NLP and AI and are working on this tool full time. Given how fast cyber is evolving we're pushing changes to this on a daily basis. Please download and trial for free! We're here to answer any questions about the app or cyber/AI.
原文ARDICADE INFRA & TECH provides software development, website development, business applications, digital solutions and IT infrastructure services.
原文Secure your Mac while building with AI. Plango monitors AI coding agents, protects sensitive files and secrets, blocks suspicious network activity, scans projects for vulnerabilities, and gives you control over what your agents can access. Powered by an on-device AI security model. Private by default.
原文最近做了一个 PHP2Shell 应急辅助网站，把公开响应头检查、PHP 版本比较和临时缓解配置整理到了一起，想分享给有 PHP 网站需要维护的朋友。 目前主要有几个功能： - 输入公开域名，查看响应头是否暴露 PHP 版本，以及是否存在 PHP 、Laravel 、WordPress 等相关线索。 - 识别 Cloudflare 、Sucuri 、Akamai 、CloudFront 等边缘服务的公开标记。 - 手动输入实际 PHP 版本，核对修复版本门槛，并查看不同部署环境的配置示例。 - 提供 php.ini 、Nginx 、Apache 、Cloudflare WAF 、ModSecurity 、Docker/K8s 的配置引导。 想先把检测边界讲清楚：**它检查的是公开响应头，结果只能作为排查线索。** 对目标网站只发送普通 HEAD 请求，遇到明确不支持 HEAD 的响应时才回退 GET ，不发送漏洞利用载荷或 multipart POST ，也不跟随重定向。 响应头可能被隐藏、修改或缓存，因此： - 没有发现 PHP 特征，不能证明网站没有使用 PHP 。 - 显示的版本达到修复门槛，不能确认实际软件包和所有 Web worker 都已更新。 - 发现 Cloudflare 等标记，不能确认 WAF 已启用，更不能确认规则能够覆盖相关攻击。 - 外部检查无法读取内部 php.ini ，也无法确认网站此前是否遭到入侵。 另外，页面里刻意区分了**临时缓解和完整修复**。 INI 配置和 WAF 规则可以在适用条件下降低部分攻击路径的风险，但不能当成完整修复。完整修复仍需要应用官方修复版本或经厂商确认的安全补丁，并验证实际处理 Web 请求的 PHP 实例和 worker 都已经使用修复后的构建。CLI 的 `php -v` 也可能与网站实际运行的 PHP 不同。 配置生成前需要重新确认版本、部署方式和适用前提，响应头里的版本不会自动被当成已经核实的服务器环境。 网站目前支持英语、日语、德语、西班牙语和葡萄牙语。欢迎大家试用，尤其想听听：结果说明是否容易理解、配置引导有没有遗漏，以及哪些措辞可能让人误以为“检查通过就代表安全”。
Remedixy pharmaceutical supply chain is India's dedicated B2B pharmacy network connecting licensed retail chemists and authorized pharma stockists across India.
原文Capbase is an open-source alternative to Crunchbase and PitchBook. I know a lot of people are tired of paying thousands a year just to see who funded a startup, so I built a funding database the community fills in. It works like levels.fyi: share what you know and you see everything. Add a funding round or fix a company's details, and once it's approved every profile unlocks for 30 days, free. It already pulls in SEC filings, SBIR, Innovate UK, Companies House and Wikidata.
原文Security and compliance monitoring that audits no-code and AI-built apps for exposed keys, open database rules, and missing regulatory requirements.
原文AI-powered cloud security and cost optimization for AWS, Azure, Google Cloud and Kubernetes. Automatically discovers cloud security risks, identifies wasted infrastructure spending and delivers actionable remediation recommendations that a human approves before anything changes.
原文Hello everyone! About four years ago, a password manager I've used and depended on has been acquired and soon after, it was shut down. If anyone remembers MYKI, it was a password manager that stood out at the time. It didn't require an email address and a password for registration and it synchronized credentials peer-to-peer. It was quite handy so a couple of my friends and I got hooked, and were using it up until the last day it was online. The thing was, I didn't want to change password managers to other options available at the time, none felt right - I wanted to stay.. So I did what any sensible engineer would do 4 years ago and I wrote my own. I moved all my credentials there as soon as I had a first version ready. It was ugly (God knows I had UI/UX skills to learn), but it worked. Soon after, the same friends that were using MYKI switched over to using Cryptex Vault. I get why, we had the same P2P synchronization across devices, it was simple and didn't try to be the most-feature complete application out there - it did the job. That was an exciting moment. So exciting, in fact, that I've posted to HN to tell people about it. At the time, I had a weird thing for decentralization so I called it a "Fully Decentralized Password Manager". Three years go by, I keep maintaining the project, with no real intention of proper marketing or polishing. At one point I checked the usage and figured out that a handful of people (and their families) were still using Cryptex Vault as their password manager. Three months ago, I left my comfy job as lead software engineer at a local company to dedicate time to a company I called Cryptex Industries. Polished Cryptex Vault, cleaned it up, made it open source, started providing Docker images for self-hosting and included some of the features I've only used internally (ssh-agents). That way Cryptex Industries need not remain operational for users to have a path to continued use! To make the project commercially viable, I started offering managed services through the Online Services plan. By using Online Services you remove the operational burden of self-hosting and infrastructure maintenance from yourself while still getting the same benefits: Managed backup storage, synchronization between devices, sharing, ssh-agents, device management. It is convenience, not access to core features. The core application is free and you can use it with no subscriptions of any kind, whatsoever. It's P2P synchronized, with industry-standard crypto choices including post-quantum primitives for synchronization - https://www.cryptex-vault.com/docs/cryptography It has importers for popular password managers, along with autofill for chromium browsers (firefox is a todo, yell and I'll get on it). As for the platforms, there is a web app, an android application and an ssh-agent for linux (will put it up on AUR when they open up registrations again). Feel free to try it out (there is a 14-day trial for managed services!), self-host it or break it. I would appreciate your thoughts on this and I wish you a nice friday!
原文MeshLive 是一款 GPLv3 开源 Android 应用，使用手机蓝牙完成离线语音/视频通话及直播。附近手机可转发直播，无需账号、SIM 卡或服务器，适合探索户外、会场等没有网络时的本地通信。项目仍处于测试阶段，采用自定义协议，尚未经过独立安全审计；使用了大量 AI 辅助开发，由人类维护者主导。 亮点 同时探索离线语音/视频通话与可转发的直播，使用手机蓝牙，不依赖额外无线电硬件。 可以阅读完整的 Android 实现、协议说明及公开测试数据，了解发现、连接、媒体传输和中继的工程取舍。 已有可下载 APK，Android 10+。每跳会增加延迟，蓝牙带宽和手机兼容性有限，不承诺无限距离或匿名性。 维护者本人自荐。邻近无线活动和部分发现元数据仍可被观察；不应作为高风险或生命安全通信的保障。
time says a command took 3.8 seconds... whytime tells you where those seconds went: $ sudo whytime -- sh -c 'sleep 0.5; dd … oflag=dsync; curl -s -o /dev/null https://speed.cloudflare.com/…' wall 3.83s 47% blocked on network: speed.cloudflare.com:443 (1 connection) 34% fsync on ~/.cache 13% timer sleep (sleep) 4% on-CPU (curl) 2% other The lines always add up to 100%. When the command waits on a child or another thread, whytime follows whoever woke it up, so a shell waiting on curl is charged to the network wait curl was stuck on. The top line is what you'd have to make faster. It can also draw a flamegraph. Uses eBPF (Linux 5.18+)
原文🐾 AION 2 Pets — 你的《永恒之塔2》全宠物图鉴与养成规划站 非官方玩家社区工具站 · 数据驱动 · 刷魂路线一目了然 📌 网站定位 aion2pets.com 是一个专为《AION 2》玩家打造的宠物/坐骑资料数据库 + 养成规划工具。 不是 NCSOFT 官方站点，而是社区玩家共建的实用向导航站，帮你少走弯路、高效集宠。 ✨ 核心功能一览 | 功能模块 | 说明 | |---------|------| | 🔍 全宠物图鉴 | 收录 207+ 只可收集宠物/坐骑，按 Cogni / Fera / Natura / Varian / Special 五大类清晰归类 | | 🧬 灵魂获取指引 | 标注每只宠物所需灵魂数量、掉落怪物、等级推荐及箱子/商店/活动来源 | | 🗺️ 刷魂路线推荐 | 直接告诉你"去哪刷、刷什么怪"，如 Lv32 Varg Berserker 对应某宠物最佳farm点 | | 📊 Insight 养成规划 | 解析 Pet Insight 等级机制：5灵魂解锁 → 30灵魂 Lv2 → 105灵魂 Lv3，附带变形条件与种族加成说明 | | ✅ 收藏进度管理 | 本地收藏清单、JSON 导出、资源计算器、刷怪坐标地图等辅助工具 | 🎯 适合谁用？ ✅ 想高效集齐宠物的收集党 ✅ 纠结先刷哪只、资源怎么分配的养成玩家 ✅ 需要快速查掉落、查路线的开荒队伍 ✅ 喜欢用数据说话的硬核玩家 ⚠️ 温馨提示 本站为社区非官方站点，数据源自 MetaBot.GG / Wikily 等公开数据库 页面标注"未经验证"，进游戏前建议以客户端实际内容为准 🚀 立即访问 👉 让你的每一颗灵魂都不浪费。
Paste one line into Claude Code, Codex, Cursor, n8n or any script. Your agent can then put live progress on your lock screen, ping you when it's done, and ask before it deploys, sends or spends: Approve or Deny from the notification. Free, no account.
原文HavuProxy sells residential, datacenter and mobile proxies by the gigabyte. Buy from 1 GB with no subscription, and whatever you don't use stays on your account until you need it. All three proxy types share one balance and one dashboard, so you can switch when a site starts blocking you. Every plan supports HTTP(S) and SOCKS5, with IPs in 190+ countries and rotating or sticky sessions. Prices start at $0.89/GB, and you can try it free without a card.
原文For the past 12 years as a data engineer, I've been building pipelines across many different business categories and sizes. Most pipelines that I’ve encountered were relatively simple jobs and required more orchestration and infrastructure than the work seems to justify. I wanted to make it easier for business users or analysts to take on the less complicated requests and technical engineers be able to focus on more complex pipelines. So in the past year I've been building a local desktop application (Mac/PC/Linux) to make it easy enough for analysts to build pipelines and answer analytical questions they have about their data, no matter their level of technical expertise. It’s called Ternlux, and it streamlines the process of transforming and getting your data where it needs to go. There are two key features: - Ask questions: AI helps to write the query for your connection and answer your question - Build reusable workflows: The AI generates SQL, Python, and workflow logic that executes based on your defined rules and triggers One of the key advantages of the application is you can perform cross-database joins between databases, local files, vector databases, and cloud storage. You describe the workflow you want and the app writes the code and builds the environment to execute it in (for local joins, it uses either JS, Python, or DuckDB to execute the code). For example, if I want to build a workflow that joins a Postgres table with a CSV file and write the results to Snowflake, I just describe the tables I want to use, the keys to join on, and where the join should run. The app takes care of the rest. I also wanted the app to be as secure as possible. It always asks for approval before performing any database or local file manipulation. It never sends anything to Ternlux servers if you haven’t opted into telemetry. It’s important to note that the app will send query results to your selected AI provider to analyze and answer your questions. It will also send the schema and a small sample size of your data to build workflows properly. It is a bring your own key application. It supports Gemini, Claude, OpenAI, and any models that are OpenAI compatible (Ollama, LM Studio, Openrouter…). All of your credentials stay encrypted locally. And the app is completely free including all features (besides the AI models you use with your own key obviously). I’ve built a quick showcasing the applications https://www.ternlux.com/online-demo/ 3-min overview: https://youtu.be/tA7N7wiLliA The list of connectors that exist: Postgres, MySQL, SQL Server, BigQuery, Snowflake, MongoDB, Pinecone, LanceDB, S3, GCS, Azure Blob, Google Drive, OneDrive, Dropbox, and Google Sheets. I would love your honest feedback on this. How can this product be improved? Would you currently use it as a tool to replace your current tool or in conjunction with your other tools? What feature do you find most useful and I should focus on from the list?
原文Deploy your Discord servers and bots. Three ways to build: standard controls, generative prompts and agentic delegation. Choose the interface that fits your style and stay in control the whole way.
原文我是 OfficeSentry 的作者，提交给周刊编辑筛选。
Blockchain wallet security - real-time threat detection, URL screening, wallet scanning, and smart contract simulation. Wallet agnostic and coverage on 20+ chains. Beta testing now, vault deployments on testnet. No contracts deployed until audited. Kanshi is dedicating a majority of revenue to non-profit victim assistance enforced on-chain at subscription. Protecting users and assisting those left unprotected in the past.
原文Tessera 是一款基于 Rust 构建的开源自托管分享工具，支持文件、文件夹、代码片段、Markdown 笔记和链接分享，提供 Web、CLI 与 TUI 三种操作方式。具备代码高亮、图表预览、过期自动清理、用户权限管理及多 S3 存储调度等功能，适用于个人 NAS、家庭服务器和团队协作。开发者也能借此学习 Rust、对象存储、身份认证与全栈应用架构。 使用文档： 亮点 1. Web、CLI、TUI 三種操作方式：提供網頁介面、命令列工具及全螢幕終端介面，適合不同使用習慣與伺服器管理情境。 2. 不只是檔案分享：支援檔案、資料夾、程式碼片段、Markdown 筆記與連結，內建語法高亮、圖表渲染及內容預覽。 3. 多 S3 儲存池與容量溢出切換：可整合多個 S3 相容儲存空間，當單一儲存空間達到設定容量上限時，自動將後續上傳導向其他可用空間，充分利用不同儲存服務的容量額度。 4. 分享內容自動清理：可設定有效期限、下載次數與存取密碼，降低過期分享的管理成本。 5. 完整的自架管理功能：支援使用者權限、儲存配額、OIDC 登入、管理後台及多種資料庫。 6. 彈性的儲存與部署：支援本地磁碟、S3 相容儲存等後端，並可透過 Docker 部署；大檔案可直傳物件儲存，減少伺服器中轉壓力。
ReplyMan finds the posts worth answering on X, Reddit, Hacker News, Bluesky, and LinkedIn and drafts replies in your voice. You approve every one. It never posts on its own, so your accounts stay safe. Cheap filters read the networks first, and the AI only sees posts from people asking for what you sell, which keeps drafts cheap. Plans start at $9 a month, not the $99+ listening tools charge.
原文BandVolt is the operating system for bands and musicians of all types. Upload and organise every mix version, stem and file. Pin feedback to the exact second, compare mixes fairly, and turn comment threads into clear actions. Bands also get setlists, a calendar, finances, file storage, and a free EPK. It replaces WhatsApp, scattered Drive links, and spreadsheets - without trying to be a DAW or social network. Built by a musician with a deep understanding of how bands really work.
原文BugTrap is the widget and the dashboard together. A visitor or a teammate opens the widget, captures the screen, and draws on the broken UI. The ticket shows up with the screenshot, the annotation, the session replay, recent console logs, network activity, the URL, and the environment. The team filters, assigns, and comments from one queue. Guest reporting is included. Install is one script tag and a workspace API key.
原文InCampus is a student networking platform that connects students, alumni, clubs, and communities. Discover opportunities, find hackathon teammates, showcase projects, explore internships, and collaborate with talented students all in one place.
原文Universal data cataloger designed for cataloging documents, files, hyperlinks, programs, folders, and notes in a database for quick and convenient access. There are no file type restrictions in the ModusDoc database; all objects that can be run by double-clicking on your computer also run from the ModusDoc cataloger by double-clicking on the record or using the toolbar button.
原文A Claude Code mod that holds runaway agent spend before it happens: it reads your plan's live 5-hour and weekly usage, then asks before subagent fan-out, heavy-context prompts and retry loops - and refuses when nobody can answer. Local and privacy-minimal (no network, no processes, never stores prompt text), fails open, and /agent-guard report shows what it did. MIT, one plugin install command.
原文Every fund bought the same database. Brevoir is an AI analyst for investors that finds the companies the lists miss, like the founder who shipped something real last week and hasn’t raised yet. Tell it what you’re looking for once and it keeps working: cited briefs, deck triage, diligence and memos in your firm’s style, waiting for you every morning. It learns from every pass and decision, so it gets sharper the more you use it.
原文哈喽大家好，我是之前开发 [AppStorePrice]( ) 的朋友，这次给大家推荐一款订阅管理的开源方案：Calends 。 我自己一直都是订阅记录的重度用户，前前后后用过市面上十多款 App 、开源项目。但是用下来，总觉得它们跟我的实际需求，尤其是合租的场景不太匹配。YouTube 我开车快 10 年了，Spotify 也开了 5 年多。除了记录自己订了什么、花了多少钱，还要记成员付到哪天、哪些钱没收、自己到底垫了多少。再加上跨区、涨价、代付、礼品卡，很多细节都得另外补。 所以这次干脆自己做了一个，把这些年一直想要的功能都做进去。对于我自己的订阅和开车需求，我觉得目前没有比它更合适的了。尤其是现在的 AI 订阅。先放一段视频，大家可以直接看一下整体效果： [观看宣传视频]( ) · [MP4 直链]( ) ## 我最想说的，还是 AI 和 MCP 现在做软件，我觉得很重要的一点，就是有没有把 Agent 作为一等公民，能不能让 AI 真正帮我把事情做掉。所以在我的这个项目里，基础的 AI 创建、查询、维护订阅这些我都做了，接上自己的 DeepSeek API Key 或兼容服务就能用，收据也可以直接交给它整理，核对后添加。模型调用按你使用的平台计费。 然后是 MCP 。这可以让 Codex 、Claude Code 、Grok Bot 都可以接进来，直接管理自己的订阅账本。我现在的订阅就是交给 Grok Bot 帮我管理的。给了它邮箱权限，再接上 Calends 的 MCP ，每次有新的订阅邮件进来，就让它分析邮件，该新增的新增，该更新的更新，不用我再一条条照着填。 如果你是第一次用，直接让有邮箱权限的 AI 助手去分析历史邮件，把里面的订阅整理出来，查重、核对之后导入就行。如果你之前已经在用其他订阅管理 App ，也可以让能操作手机的 Codex 读取里面的订阅详情，再帮你导入自己的 Calends 。邮箱和手机由你接入的外部助手读取，账本这边通过 MCP 配合它完成录入。 ## 还有一些功能，大家看看有没有这些痛点 **我订阅了 iCloud 土耳其区，但是它老涨价，涨价之前的价格怎么记？** 我自己这条 iCloud+，已经从 ₺64.99 涨到 ₺129.99 、₺249.99 ，再到 ₺399.99 。每次涨价的日期、之前多少钱，都能保留下来。切到原币看，也能把涨价和汇率变化分开。 **Spotify 开了这么多年，我到底总共付出去多少钱，收回来多少钱，亏了还是赚了？** 合租的支出、成员收款、谁付到哪天，都放在一起记。有人按月付，有人一次付半年，也能看清楚还有哪些钱没收到。 **我今天帮朋友续了 ChatGPT ，他上个月的钱付了没有？** 这种就单独记成代付，记到对应的人，收没收、收了多少都能查，也不会把替别人垫的钱算成自己的订阅消费。 **我打折买了礼品卡，面值是这么多，但实际花的钱又不一样，怎么算？** 面值和实际买入成本分开记。卡包里也可以管理支付方式、币种和余额，按后面的扣款估算还能用多久。还有一个很容易忽略的细节：我填的余额到底是哪天的余额？上周查到的数，不能一直当成今天的数，所以余额也专门做了校准日期。 包括汇率，我也专门接了。历史上每次付款，都可以按付款当天的汇率折成人民币，知道那一笔大概花了多少钱。 时间线、续费日历、各种报告图表也都做了。年付的订阅，可以分别看这个月付出去了多少钱、这个月分摊了多少费用；钱花在哪，也可以像看股票热力图那样看每个订阅占了多少。这些看起来都是小功能，但自己长期记订阅、开合租车的时候，确实都会用到，所以我把它们都补上了。 ## 部署和体验 可以直接用 Docker ，放到自己的服务器、NAS 上；也可以用 Cloudflare 账号部署到 Workers + D1 ，个人用量在免费额度内就能免费运行。支持备份恢复和 CSV 导入导出。 - - 文档： - - GitHub： 最后，我还专门做了一个彩蛋。**Claude 封号这个事情，我到底被封了几个号？有没有退款？没退的话，到底损失了多少钱？** 这些也可以记。我专门做了一个 [Claude 演示站]( )，把账号停止、退款、没用完的时长和损失都放进去，大家可以直接进去看。演示站用的是虚构数据，主要给大家演示一下这种被封号的账怎么记。 其实我直接建议，这些事情全都交给 AI 就好了，让他帮我记录好我自己的订阅账，而且我测试下来，自己反代出来的 Deepseek 模型已经完全足够了，本身多模态也支持。粘贴上传图片记录订阅也是一个非常棒的体验。 一不小心说了这么多，总之吧，我觉得大家感兴趣可以去演示站试用一下看看，不关你是上百辆合租的车主，还是中转站几百个 Claude 账号的老板，都可以看看当前的方案能不能满足你的需求好好 项目是 MIT 开源的。如果有些场景还满足不了你的需求，欢迎直接提 [Issue]( )，也欢迎 PR 。如果你自己想做深度定制，直接 fork ，搭自己的订阅账本就好。 如果你觉得这个项目有帮助，不妨在 GitHub 帮我点一个 Star ，这对我来说会非常有帮助。谢谢大家！
Discover verified international businesses and global services across major world hubs or list your business for free on BizNexus.A powerful zero-cost platform designed to help startups and global enterprises connect, network, and grow internationally.
原文Moments AI helps founders and small teams hire without a recruiter or agency. Describe the role in plain words. It searches databases, LinkedIn, GitHub and the web until enough strong candidates clear your bar, and shows the evidence behind every match. You approve personalised emails sent from your own Gmail or Outlook, and when someone says yes, the scheduling agent books the intro call. Plans are priced per open role, not per hire. Your first role is free.
原文Money Acc – Smart Finance and Business Management Money Acc is a smart finance and business management app designed for individuals, entrepreneurs, shop owners, and small businesses who want simple, reliable control over their finances and daily operations. Developed by Noel Borerwe, Money Acc combines transaction tracking, account management, reporting, quotations, receipts, task management, planning, and business networking in one convenient Android application.
原文我是 remote-assist-tool 的作者，提交给周刊编辑筛选。 remote-assist-tool 是一个命令行远程协助工具，Go 编写，单个二进制，MIT 协议开源。被协助的一方运行 remote share，拿到一个协助码；协助方用这个码就能连上去，不需要公网 IP，也不需要在对方机器上配置 SSH 服务端或开端口。 它有两种用法： 1. 传统 SSH 远程协助：协助方运行 remote help --code <协助码> --legacy-ssh，本地就有一条到对方 SSH 的隧道。 2. 让 AI 助手直接操作远端机器：remote help --mcp-stdio 本身就是一个标准的 MCP server，Claude Code、Codex、豆包等支持 MCP 的 AI 工具都能接入。配置好以后，对 AI 说一句"协助码 xxxx，连上去"，它就能在远端执行命令、读写文件、看进程、查日志、上传下载文件（一共 12 个工具），用来远程排查问题。被协助端的终端会实时显示 AI 执行的每一个操作。 bash 安装（Linux / macOS / Windows Git Bash，amd64 和 arm64 都支持） curl -fsSL | sh 被协助端：生成协助码，默认 30 分钟后过期 remote share 协助端：用协助码建立 SSH 隧道 remote help --code ABCD-EFGHIJ --legacy-ssh 其他特点： 三种连接方式：经公网中转服务器转发；同一局域网内用 --standalone 直连，不依赖任何外部服务器；NAT 打洞 P2P 直连，打洞失败会自动回落到中转。 中转服务器可以自己部署（Windows / Linux / macOS 都有预编译版本，Windows 还能装成系统服务）。也有一个内置的公共中转服务器，开箱即用，但它在海外，而且中转服务器属于信任边界，所以敏感环境建议自己部署。 链路使用 TLS 加密，AI 工具通道再用协助码派生的密钥额外加密一层；支持命令黑名单/白名单。
Web Harvester is an open-source, provider-agnostic web collection engine built in Go. It combines health-aware proxy rotation, authenticated proxies, adaptive rate limiting, cooldowns, runtime configuration reloads, Prometheus metrics, and Redis Streams. Built for resilient, high-throughput pipelines, it includes reproducible benchmarks for measuring performance and reliability. Clone the repo, run the benchmarks, inspect the code, and help build better web data infrastructure.
原文Open-source macOS app for coding agent productivity: agent vs estimated human time, API-equivalent spend, usage limits, and customizable scoring skills.
原文30 individually Designed Human-Built Apps—NOT AI templates. Ex Vodafone R&D Engineer with 25 years in Making Full Stack APPS with Corporate Security. Get A complete e-commerce business, already built and ready to customise. Get your storefront, product catalogue, shopping cart, Stripe checkout, Google sign-in and admin tools. Connect three accounts - your database, Google sign-in and Stripe — and follow our step-by-step Unstuck Videos to get set up. Own the code, Pay Once, and get setup support.
原文NFL Schedule helps football fans plan when and where to watch games. Browse by team, week, date or TV network, view kickoff times in different timezones, and use printable PDFs, CSV downloads and calendar subscriptions. An independent fan resource, not affiliated with or endorsed by the NFL.
原文YOVA is a next-generation AI automation platform engineered to deploy highly intelligent voice and chat agents into your digital workflow. Built as a critical web utility for modern businesses, YOVA breaks down communication barriers by speaking your customer's native language natively, fluently, and 24/7. Deploy anywhere, connect with everything.
原文Switch a monitor’s video input with a software button, then transfer text and files between Linux, macOS, and Windows computers. Use cut-and-paste, drag-and-drop, or file browsing, with no network or firewall configuration necessary. If one computer cannot switch the monitor directly, another connected computer can perform the switch. Paid subscription with a one month free trial.
原文BOKI 是一套离线优先的开源财务软件，前端 Vue 3 + 后端 NestJS + SQLite 单文件数据库，单命令启动、开箱即用。在云端记账簿数据泄露频发的当下，它走另一条路：没有云端、没有第三方 SDK、没有任何埋点与遥测——全部账务数据就是本机一个 financial.db 文件，备份是拷贝目录，迁移是搬文件夹，数据主权 100% 在用户手里。 内核只保留记账必需的复式记账引擎（科目、凭证、期初、公司上下文），借贷必相等由后端强校验；其余能力全部插件化（官方插件 14 个），不装的插件在界面上不留痕迹。 核心特性： 🧾 复式记账内核：科目 / 凭证 / 期初 / 多公司上下文，借贷必相等前后端双重强校验，已审核凭证禁止改动 📊 报表可审计：资产负债表、利润表（本期+本年累计）、科目余额表、试算平衡表、票据台账、现金流简表、费用结构分析 🔐 权限与多公司：JWT 登录 + RBAC（菜单级 + 操作级），一个账号管理多家记账公司，数据完全隔离 🗄 数据离线：SQLite 单文件（WAL 模式），一键备份/恢复，无任何外部服务依赖 🎤 语音识别离线：sherpa-onnx 本地流式中文 ASR（zipformer int8），音频不上传 🤖 大模型可选离线：内置 Ollama / llama.cpp / vLLM 本地模型预设（OpenAI 兼容协议、无需 API Key），也可切换云端模型 🧩 插件化：想要什么装什么，卸载不留痕迹 技术亮点： 复式记账引擎与权限模型在服务端强校验，不依赖前端约束 本地模型自动降级：模型缺失时服务照常启动，仅相关功能提示未就绪（/api/ocr/status 可查） 许可：内核 AGPL-3.0，官方插件 Apache-2.0 平台：Windows / macOS / Linux 适合对象：个人与小团队的记账、代理记账/财务工作室的私有化部署、对数据隐私敏感的任何记账场景。 项目正在寻找第一批真实用户，任何反馈（尤其是报表与记账流程上的"不顺手"）都非常欢迎，可以直接提 issue。如果觉得有价值，欢迎点个 Star 支持开源维护者 🙏
Database Migration and Synchronization Made Simple. Supported more than 20 database platforms. Microsoft Azure, PostgreSQL, Oracle, MySQL, Firebird etc.
原文FindDevs is a hyperlocal platform to discover and connect with developers near you. Filter by skill, city and availability to find hackathon teammates, co-founders, mentors or collaborators for your next project. Online networks are global and noisy. FindDevs helps you find the people building right around you, so you can connect online and meet offline. 300+ developers have already joined. Built in Bangalore
原文A fan-made companion for ONE PIECE: Grand Gourmet. Choose the ingredients you have to see which dishes you can cook now and which need one more item. Browse recipe, ingredient, character, and game guides as the database grows. Unofficial and not affiliated with Bandai Namco, Kairosoft, or the ONE PIECE rights holders.
原文大家好，我是 Owen Teng，FridayOS 的参与者。这次想自荐一个开源的个人知识管理实践：FridayOS 1.0。 这个项目想解决的问题是：原始资料、正在推进的任务、已经形成的认识和可复用的方法容易混在一起。项目用“六脑方法”把它们分工，再通过来源与反馈联系起来： | 区域 | 负责什么 | |---|---| | inbox | 接住新材料与想法 | | exec | 记录目标、进展和下一步 | | wiki | 积累有来源、可复用的知识 | | skills | 保存经过检验的重复做法 | | raw | 保留原始依据 | | system | 写清规则与 AI 的操作边界 | 这次公开的材料包括： 完整离线蓝图部署包：生成 Markdown 目录、规则与空白模板，支持预览、创建和检查。 可在 Obsidian 打开的中文虚构公司示例，附 11 个练习提示词。 中英文方法与部署教程，代码采用 MIT 许可。 中文介绍 · 部署步骤和下载入口 蓝图部署只需 Python 3.9+，下载后可离线运行；AI 模型和插件需要另行配置。当前部署验收基于 Windows，其他系统、AI 接入和真实使用成效仍需单独验证。“六脑”是组织知识的设计类比，不是脑科学效果主张。 希望它能帮助正在尝试本地知识库或 AI 第二大脑的读者。也欢迎反馈：从下载到第一次整理材料，哪一步最难理解？
Muvia connects your ERP, CRM, databases, files and machines, and answers in dashboards, PDF reports, alarms and the AI assistant you use. Every answer shows the query behind it. Python functions and models run on a schedule, in the cloud or at the edge.
原文A visual PDF template designer with a render API. Non-developers change the document, your code calls the same endpoint, and nothing needs a redeploy.
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.
原文想要用 AI 提效，却面临自己写好的设计被 AI 改烂、或 slop code 塞满 commit history 的担忧？ - 只是想测试不同的可能性，却不得不创建新 branch 挤满 list ？ - 想要用 agent 简单看看不同方向做出来什么样，但每个方向都要单独建一个 workspace ，最后管理与记住文件夹花费的精力比真正审核代码还多？ 那么，rim 或许适合你。 它是介于 git 与 agent 之间的轻量中间层基础设施，基于 AI 时代「非稳定代码比例持续增加」的理念，不将每一个文件修改都当成高价值、需要完整追溯的 commitment ，而以节点、分叉为版本追溯核心。 使用 rim ，你可以： - 让几个 AI 同时生成不同可能方案，在完成后自己或用 AI 对比验收 - 测试多个方向，选定某个方向后一键剪枝，不留垃圾 - 让 git commit 真正回归只追溯重要与稳定更改，而非留下大量低价值 history - 让 git branch 记录重要的任务分支，而非不断来回切换、塞满每一个细枝末节的并行方向测试 它就在你与下一个 commit 之间。 Rim 正在 alpha 版本测试中，欢迎试用和 feedback （需求、体验和项目方向都欢迎）。
Kavela’s closed beta is out. AI agent automations that do not fail silently. There are now 216 unique users in our closed-beta tests! It is my belief that Kavela will be a winner in the vertical of scaling the consumption of artificial intelligence. Most of our workflows today are manual, in Claude/Codex CLIs. Every workflow that works deserves a harness that can consume the intricacies, rulebooks and guidance it requires to succeed reliably, every single time. Kavela is that: a platform to scale prompts into repeatable workflows, with observability, task management and connectors all in one. Agents on Kavela are long-running and optimised for dynamic use. They maintain persistent file context, so Git repos run. Each agent run spins up an isolated computer to run tasks, so no two agents compete for the same resources, while still sharing and syncing files dynamically. Claude/Codex subs are one click away from being used on the platform. Kavela MCP allows you to promote sessions in your local workspace into repeatable cloud automations with a single ask. As mentioned, the closed beta is now live, and I am looking for testers! If creating reliable agent-first automations has been a pain for you, or you are looking to scale your use of tokens by bringing your workflows into the cloud, I want to work with you. Quick Links: App: https://kavela.ai Docs: https://docs.kavela.ai Closed Beta GC: https://t.me/kavelaAI
原文Describe an app in plain words. rwaft's AI writes it, builds it and hosts it at its own URL while you watch the real build. Or deploy a public React repo.
原文An Artificial intelligence Institute in Pune provides learning options for individuals interested in exploring AI concepts and applications. Participants may learn Python, machine learning, neural networks, and intelligent automation. Practical exercises and project assignments help learners understand how AI tools work and how businesses use these technologies to improve processes and analyse information.
原文The AI-powered Listing Builder helps law firms create polished profile content, structure their practice information, and produce SEO-optimized listings for Global Law Lists. It combines guided content assistance with customizable layouts so firms can publish clearer, more complete profiles across an international legal discovery network.
原文Free subnet calculator for Network+ students. Enter an IP and CIDR to get the network ID, host range, and broadcast, then follow the Magic Number steps to check your math. Includes 20 graded practice problems. No signup, no ads.
原文GateCheck seals a shipment at the factory gate and verifies it at each physical handover, covering both the cargo and the driver/documents. The result is a binary MATCH or MISMATCH. The free tool compares the seal only, with no server, no database and no data stored. The protocol is a stateless overlay with zero CAPEX and no rip-and-replace.
原文Furnace reads your AI-built app and lists what's unsafe before launch: open routes, missing login checks, leaked keys, unprotected database tables. Fixed rules, no AI guessing. Your code stays on your machine.
原文大家好，最近做了一个小项目 FAHR FACE ，输入一张本人的人像照片，让模型估算照片中的人看起来大约几岁。 想在分享创造聊聊这个项目的背景，以及它后面还能怎么玩。 我们看老照片时，经常会觉得「那时候看起来好青涩」，也会遇到明明隔了没几天，两张照片却像差了好几岁的情况。这里面有时间留下的变化，也有光线、角度和表情造成的差别。如果换成 AI 来看，它会怎样理解同一张脸？这是这个项目想探索的问题。 面部年龄估计这个方向本身并不新鲜，已有公开模型和研究。做这个网站的想法，是把模型能力接成一个普通人也能用的网页：不用配置 Python 环境，不用下载权重，选照片、确认提交，再看到自己的结果。现在使用的是部署在 Hugging Face 上的 FAHR-FaceAge 模型；模型来自已有工作，网站的上传、任务处理、账号与历史记录由这个项目串起来。 我觉得有意思的地方，还在于把几次结果放在一起看。比如找出自己成年后不同时期的照片，看看模型眼里的年龄变化；或者在相近的时间，用不同光线和表情拍摄，观察它究竟有多容易受拍照条件影响。这样既是在看自己的照片，也是在观察一个 AI 模型怎样做判断。结果有时可能更能说明「照片拍成了什么样」，这本身也挺值得琢磨。 目前已经做好的部分比较简单： - 选择 JPG 、PNG 或 WebP 人像，在浏览器本地预览，主动提交后才发送处理。 - 调用模型生成外观年龄估计，在页面查看任务状态和结果。 - 在自己的账号里保存估计结果与测试记录，方便之后回来对照。 - 提供中文界面，以及模型背景、使用方法和隐私说明。 产品上有个想坚持的边界：不给一个看起来精确的数字附加过多含义。这里估算的是照片中的外观年龄，不是生物年龄、健康评分或寿命预测；也不保证每次结果都准确。网站是独立项目，与哈佛或 Mass General Brigham 没有隶属关系。 照片隐私也做了明确说明：预览阶段不上传；提交后会经服务器送到 Hugging Face 上的模型服务处理。自有数据库不保存原始人像，会保存估计结果和任务记录，托管平台的数据处理仍受其政策约束。当前仅面向成年用户使用本人照片。 下一步想探索的是更好用的对比体验，比如给每条记录补上照片拍摄时间、拍摄条件，再整理成个人时间线。这些目前还是想法，现阶段提供的是逐次测试和历史记录。也想看看能不能把「哪些条件会影响估计」说明得更直观，让人知道该怎样理解结果。 想听听 V 友的看法：你会更想拿它看过去几年照片里的变化，还是对比同一时期不同照片的差异？如果给这种工具加一个功能，你最希望是什么？也欢迎直接吐槽这个方向有没有必要继续做。
This is my blog drawn as a network, with a light coat of paint to make it look like a video game map. Each city is a post, bigger cities have more incoming links, and roads are connections between posts. It updates semi-automatically every time I publish. (I used an LLM to write the code and drew about 90% of the art myself in Inkscape.) For a long time I've been unsatisfied with the linear feeds and tag soups that most blogs use, so I decided to experiment with a non-linear view. I built some CLI tools that combine embedding similarity, LLM suggestions and human review to find the links between posts and quantify their strength. Now, every time I write a new piece, it takes me about 5 minutes to generate its links to/from older posts and grow the map accordingly. The map is meant to look playful more than precise. For me, the key feature is how it enables making your own "journey" through the blog. The tricky part was finding a layout where closely related posts end up near each other AND the landscape doesn't change dramatically with every new post. I'm not a graph expert, but t-SNE on shortest-path distances over the link graph turned out to work well in my tests. Each update starts from the previous positions with early exaggeration off, and a Procrustes alignment keeps the map from rotating or drifting. I hope it helps people get lost in there and find things they want to read. I'd like to see something like this on other blogs, so I'm sharing it here. I wonder if anyone else has tried similar ways to un-linearize their blogs.
原文A web-based database and command-line reference toolkit designed to help network administrators resolve default gateway IP collisions, double NAT layouts, and browser-based login timeouts across major router hardware.
原文Tracium is open-source LLM observability built on OpenTelemetry. Point your existing exporter at it, with no code changes, and see cost, latency and errors per model, workflow and customer. Self-host free or use our cloud.
原文KAXXIS gives software creators a modular SaaS foundation for AI-assisted business apps. Build with your preferred coding assistant and the Module SDK, then package and deploy versioned modules. Reuse tenant management, accounts, permissions, branding and support instead of rebuilding them for every product. Create a customer-facing SaaS or extend an internal business platform. Developer preview by enquiry; production licensing by quotation.
原文Lofrano Tecnologia builds custom software, AI applications, workflow automations and system integrations around your business needs. From web platforms and internal tools to connected operations, we take projects from discovery and architecture to development, deployment and continuous improvement. Explore our solutions, insights and interactive 3D digital headquarters.
原文A Mac menu bar app that shows every simulator, emulator, Gradle daemon, container, dev server and AI agent using your RAM, and stops them the way their own tools do. Databases and pins are left alone. A Disk tab finds old runtimes and caches.Ramback shows every simulator, emulator, Gradle daemon, container and dev server eating your Mac's memory, and stops them in one click.
原文ABRI is a daily 0–100 index measuring AI bubble risk from funding, valuations, sentiment, infrastructure spending, and market correction signals. Make your own prediction about whether—and when—the AI bubble will burst. Think you can call the top? Put your prediction to the test.
原文Project URL Category JS Project Title A zero dependency Node script that flags install hooks and risky code in a before your first npm install Project Run it on a you did not write, like a take-home test from a recruiter, before npm install. It lists preinstall, install, postinstall and prepare hooks and flags shell execution, runtime base64 decoding, curl pipes and credential paths. Highlights One file, no dependencies, no network access, read only: it never runs the code it checks. Built for a real attack: fake recruiter take-home repos that hide the payload in an install hook. Clear exit codes (1 flagged, 0 clean, 2 unreadable) and a self test, easy to drop into CI. Honest about limits: a clean result is not proof of safety, and the README says what it cannot catch. MIT licensed. Good first issues are open (JSON output, TypeScript files, git URL dependencies). Example Code markdown curl -O node audit.js ./take-home-task ! package.json: postinstall hook runs: node scripts/setup.js ! scripts/setup.js: runs shell commands ! scripts/setup.js: decodes base64 at runtime ! scripts/setup.js: pipes a download into a shell 4 finding(s). Read them before you run npm install. or Videos
原文HTTP and HTTPS debugging proxy and HAR analyzer for troubleshooting web sessions: CAS and SSO login, cookies, security context, timing and load balancing.
原文Elius is a social network built to bring people closer together. Share meaningful stories, photos, and videos, connect with friends, and enjoy real conversations through private messaging. Created by an independent developer who believes social media should be about people, not just algorithms. Elius is free and available on iOS and Android. Your Story Matters.
原文CCTVTOOLS by NIKOTEK is an Android diagnostic toolkit for CCTV technicians, IP camera installers, and network professionals. Access network scanning, ping, traceroute, port scanning, and IP camera troubleshooting tools in one app. Built to support camera installation, connectivity checks, maintenance, and field diagnostics, CCTVTOOLS helps technicians investigate common CCTV and network issues from their Android device.
原文Describe your business process. Flowy AI generates data models, forms and workflows you can edit visually in Softyflow. Connect your existing systems, with cloud or on-premises deployment options.
原文MEP Dubai offers technical training for learners interested in electrical power system analysis and design. Explore our Etap training in dubai to develop knowledge of power system modelling, electrical network analysis, and system studies. Our Etap course and Etap software training help learners strengthen technical skills for electrical engineering applications. Call: +971 56 523 4049
原文Hourora is a calm, accurate world clock: the exact time in 790 cities, synced to our server and computed from our own copy of the official IANA time-zone database. Around it: time differences, a meeting planner, clock-change dates for every country, public holidays for 244 countries, prayer times, sunrise and moon phases, eclipses, printable 2027 calendars and calculators. 21 languages, including Arabic and Urdu. Free, no account, nothing to install.
原文We're a platform specifically focussed on the niche of specialty coffee. Beyond what other great platforms(like Yelp, Tripadvisor etc) provide, shops have infrastructure to showcase what coffee on what brew they are serving at the moment. In addition, we've made it a great starting point for people who are interested in specialty coffee with features to help you learn.
原文GAMEPOT is a NAVER Cloud game operations platform developed and supplied with nbase. It brings authentication, store payments, operational analytics, push and coupon campaigns, and player support into a game operations workflow, helping teams focus on gameplay. Service pricing and deployment terms are available through NAVER Cloud.
原文Nexigen is a managed IT services company serving SMBs and enterprises across the United States. Founded in 2003 and based in Newport, Kentucky with a Cincinnati, Ohio data center, we bring over 20 years of experience to IT support services, cybersecurity, cloud solutions, and network services. We go beyond standard IT with advanced AI and DevOps, building custom AI models from scratch and partnering with tech leaders like Anthropic and Microsoft.
原文Ask your discovery repository what customers said. Even two years ago. Discoverify turns your customer interviews into evidence for product decisions. Ask in your own words and see how many customers raised a point and since when, counted in the database, with verbatim quotes and a jump to the moment in the audio. And for German-language calls, coaching shows you afterwards how to ask better questions next time.
原文Juniors AI Concierge is AI-powered customer support for modern teams. Unify WhatsApp, Instagram, email and in-app chat in one workspace, automate repetitive requests with human handover, ask questions about your data in plain English, and track AI and human agent performance. Built on a Bring Your Own Infrastructure model: connect your database, Redis and AI provider keys, and we handle the AI orchestration. Smarter support, full control.
原文A social network you use only through your agent. Nothing to install and nothing to open. Tell your agent: "Sign up to Agentitter." It drafts a short plain-text post from what you figured out together, you approve, and later it tells you what you missed. No app, no feed, no followers, no likes. Posts are plain text in any language. Your agent keeps a private list of favorites and brings back the notes worth hearing. MCP: Skill:
原文这是一款专为外贸业务员打造的 AI Agent 工作区，把询盘、客户资料、报价单和开发信放进同一个应用，让 Agent 在业务数据旁边干活。一个人用就装桌面版，数据存在本机 SQLite；团队用则部署到自己的服务器，按账户和角色隔离。支持接入自己的 OpenAI 兼容或 Anthropic 接口（DeepSeek、通义、本地 Ollama 等），还能把 Claude Code、Codex、Gemini CLI、Qwen Code 等命令行 Agent 拉进同一个群聊，由主管 Agent 派活、汇总。 亮点 • 桌面模式与团队服务器模式一套功能，数据不过第三方服务器 • 多 Agent 群聊：主管编排、@ 点名、每条回复标明内核与模型 • 工作流画布、客户管理、报价单、长期记忆和工具调用审批 • 内置 38 个 Agent Skills，支持远程 MCP • 支持 Windows、macOS、Linux，可用 Docker 部署 • 许可证：BSL 1.1（源码可用，可免费用于生产环境及内部修改，2030-10-20 转为 Apache 2.0）
PageFlow is a free, open-source native macOS app that reads and annotates PDFs and edits Markdown notes, side by side in the same tabs and windows. PDFs get highlights, underlines, comments and bookmarks; Markdown notes get a live preview, tables edited in place, LaTeX math, Mermaid diagrams and comments stored inside the note. No analytics, no telemetry, no account, and no network requests of its own.
原文笔记本现在耗电多少瓦、剩下的电还能用多久、网络是真断了还是只是慢？Pulse 把这些信息放在桌面的一张小卡片上，随时可见。它用原生 C++ 和 Direct2D 编写，单个 exe 免安装，支持 Windows 10 / 11。 主要功能： 功耗与续航：读取 Windows 自带的 RAPL 能耗计数器，显示处理器、CPU、核显、内存的功耗；用电池时给出平滑后的续航预计和到 20% 的剩余时间。无需管理员权限。 真实网络延迟：用 HTTP 请求测延迟并判定断网，走系统代理，所以在 Clash TUN 这类 ping 总显示 0 ms 的环境下也准确；断网和恢复时弹出提醒卡片。 两种显示模式：完整卡片和迷你单行，双击切换，各自显示哪些指标都能在右键菜单里勾选。 迷你模式自身只占单核约 0.1%–0.3%，只采集勾选的指标。程序只读取系统计数器，不改系统设置，联网仅用于测延迟，没有统计和自动更新。发布包由 GitHub Actions 从源码构建，采用 MIT 许可证。
王者荣耀「万象棋」的对局助手网站。开局按本局禁用的阵营推荐棋手和路线，对局中逐阶段告诉你买什么、拍卖出多少。数据来自 18.5 万个顶尖对局终局。 阵容榜通常按终局阵容统计，没打成的对局会被记到别的阵容里，每套阵容只剩成功样本。这个项目改用「选了这个棋手之后的全部对局」来算，排名变化很大，比如钟馗韩信从第 2 掉到第 10。 亮点 统计口径的对比做成了图和表，方法、样本偏差和做不到的事都写在文档里 无构建、零依赖：原生 ES 模块，没有 npm install，直接部署一个目录 开局页的竖纹玻璃是一个 WebGL2 片元着色器：每条竖纹是一段柱面透镜，带色散和磨砂 不装 Puppeteer，直接用 Chrome DevTools 协议跑 50 项浏览器交互测试 README 里的两张数据表由脚本生成，CI 检查它们和数据一致
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原文Hi, I'm Derek. I've been doing data integrations / ETL work since 2014, first for K-12, now for commercial companies think ADP/BambooHR to AzureAD, etc. I've written so many deployment systems for integrations, each slightly different. Instead, we took the best parts of all the systems we've built and put them into one tool. PDT takes your job and deploys it to AWS, Azure, GCP, or even Task Scheduler. It's a convention-over-configuration deployment tool specifically made for Scheduled Jobs. Things like data integrations, scans, reports, etc. With AI, writing scripts is easier than ever. Deploying them into production isn't as easy. Because the AI needs to know what you want, this can be tricky as there are so many choices to make! Do I use Azure Functions, Duarble Functions, Container Instances, Azure Batch, AKS CronJob, Azure Automation Runbooks, Logic Apps? ahhh, I just want this to run in production. To give it a shot, install uv, then: uv tool install pdt-cli uv tool update-shell pdt init jobs cd jobs pdt run hello-world # runs locally pdt deploy hello-world # runs on cloud pdt new hello --from powershell-hello-world # give powershell a shot PDT gives you a standard set of primitives to use for scheduling, secrets, storage, logs, and alerts. This means you already know how to track state, where to drop the file you wanted to drop, how to know when the job fails, and how to answer all the other orchestration-related questions.
原文推荐 JeasonKim 的开源工具「墨鱼排版」。我是作者的支持者，不是开发者；这次让 Agent 用公开样文做了网页实测。 适合平时用 Markdown 写文章、想先预览公众号排版的人。我们验证了标题、列表、引用和加粗的网页预览，并对比了「蓝调卡片」「清爽正文」两种主题，同一段文字能切换成不同版式。 公众号后台粘贴效果还没有验证，也没有做隐私网络审计；建议先拿一段非敏感短文试用。
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原文阮老师好，我是作者，向周刊自荐一个自己做的开源工具。
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原文This package is designed to solve two problems: 1. Frontier models like Fable 5.1, Opus 5.5, Astra 6.0 and Sol 6.1 all make errors and bugs that can be found by another model (even a much smaller model like Luna). 2. In what is supposed to be a long development run, for example against a plan, models will decide to stop before they are finished, when there is obviously more work to do, or to ask a question they already should know the answer to. ReviewerAgent blocks git commits and sends them to another agent that reviews the staged files and either allows the commit or returns a list of issues to fix. StopContinue evaluates every agent stop and determines if it still has work to do or if it is asking a question that it has the answer to already. In either of those cases, it prompts the agent to keep working and specifies next steps or answers to questions, based on the current plan document and chat history. The system works for and is tested on Claude Code and Codex as the developer harness, and either of those or any other model, through Pi, as the reviewer. I've developed it over the last 4 months or so and used it daily over that period. Take a look if it sounds useful. It's been tested on MacOS and Linux (Ubuntu), and has agent assisted install, update, and removal scripts, for convenience. Stats: Over four months of daily use of the system while developing it (from late June til today), reviewerAgent (usually a GPT Luna model) gated 3,877 commits, running about 7,600 reviews in total, so about half of those commits were rejected at least once. The coding agent (Fable or Opus) almost never disagreed with the reviewer's judgements: over the last month, for example, it pushed back on just 3 of 693 rejections. Each rejection listed an average of two required fixes and most rejected commits were accepted after a second round (90% within five attempts). Rejection rates increased with commit size: only 23% of code commits under 50 lines were sent back, but 72% of those over 1,000 lines were initially rejected. Here's an example of a bug that it caught last month for me. More examples in the README: The Fable 5.1 developer agent wrote a wrapper script that runs a set of R validation checks against a freshly loaded database and records whether each one passed. (One of two required fixes shown.) REQUIRED FIXES (blocking) 2. docs/database-phase-loader/local-load/run_r_checks.sh:4-6 pipes each R check through tail without pipefail or explicit status handling, so a failed Rscript can still produce a zero exit status and be recorded as successful. Preserve and propagate each check's exit status. In a shell pipeline the exit status is that of the last command, so `Rscript check.R | tail` reports `tail`'s success even when the check fails. The script prints the tail of the failing check's output, exits 0, and records a pass. A broken load would have been certified as validated.
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原文LLM 时代高强度用 AI Agent 搞项目，LLM 很强，但想要高效舒服的开发还是有很多繁琐的流程。 例如经常同时推进几个任务，还涉及前后端两个 ，并行任务不相互冲突大家都知道用 git worktree。 手敲 git worktree 命令很繁琐，AI 可以代劳，但每次都要交代一遍却挺烦：从哪个分支创建，前后端项目在哪个目录，做完合回哪里。想去对应目录跑条命令，还得找路径、开终端、切过去。任务一多，就容易忘记哪个目录对应哪件事。 我就在想能不能把常用流程做到一个 ui 界面中管理，于是做了一个 APP 叫 Treefold。我想把每项任务的代码、终端和进度放在一起，打开就知道做到哪了，接下来可以继续做什么。 任务展开以后，要知道怎么收回来 我把工作分成三层：Project、Workspace、Fork。 Project 放一个项目相关的仓库和目录。我一般让原仓库保持在 main 分支，再为每项 feature 创建 Workspace，各自使用独立分支和 worktree。创建时默认从原仓库当前分支展开，也可以选择其他本地或远端分支作为起点。 一个 feature 里有可以并行的子任务，就继续创建 Fork。比如做“商品搜索”，可以让几个 Fork 分别负责接口、页面和测试，各自在独立目录里修改，完成后合回父 Workspace，再一起联调和交付。 这样，worktree 就有了明确的父子关系，交付时知道应该合回哪里。操作由人确认，发生冲突仍然需要处理。Workspace 还可以选择推送 feature 分支，接着走原来的远端评审流程。 简单任务开一个 Workspace 就够了，不用每次都拆 Fork。同一 Workspace 里的多个 Session 共享代码目录；需要隔离修改时，再创建 Fork。 worktree 多了，目录和状态都得看得清 git worktree list 能列出目录和分支，但想知道里面是否有未提交的修改、改动是否已经合回去，还得逐个检查。任务多了，这些小操作也会打断思路。 Treefold 把 worktree list 做成了界面里的管理列表，按仓库展开。每个 worktree 的分支、路径、当前提交和关联任务放在一起，同时显示未提交改动、冲突，以及相对目标分支领先或落后的提交数。已经合入目标分支的状态也会标出来，不用挨个进入目录查 Git。 从列表可以直接打开关联任务；不再使用的 worktree，可以在界面里确认后删除，也能清理失效的 worktree 记录。哪些还在开发、哪些改动已经合入、哪些目录可以收拾，都有地方查看。 完成的任务可以归档，先保留分支、worktree 和工作记录，之后再按需清理。Project 里可以批量清理已归档的 Workspace，Workspace 里也能清理已归档的 Fork。隔天回来看时，活跃任务和已完成的工作分开，也能找到之前的交付记录。 创建 worktree、启动 Session 和批量清理都可以在后台继续，不用一直守着弹窗。切去做其他任务后，也能回来查看状态和失败原因。 Agent 写完，检查代码和提交 我一直挺喜欢 JetBrains 的 Git 集成：修改在哪里，提交了什么，都可以直接看。 Treefold 里也放了 Git Changes 和 History。开发过程中看 diff，交付前检查提交；几个零散提交可以用 Squash 整理成一个，也可以 Reset 到指定提交。当前分支最新一次提交的说明写得不合适，也可以直接在 History 里修改。如果本地记录显示它被远端分支、标签或其他分支引用，会先提醒，再由我决定是否继续。 完成交付时，可以选择 Squash，把这项工作的成果合成一个提交放进父分支。前后端改动不一样，就分别填写提交说明，在同一个弹窗里检查后一起确认。源分支上的开发记录仍然保留，父分支收到的是整理后的提交。 我没有做完整的交互式 rebase 和冲突编辑器。常用操作放在界面里，更复杂的 Git 操作继续交给终端和 Agent，处理完再回来检查结果。 Project 里也能直接查看和搜索本地、远端分支，切换分支，或者删除不再需要的分支。这些短操作，不用每次都通过聊天交给 Agent。 检查代码时，也不想每次都重新告诉 Agent：“这是哪几个仓库，应该和哪个分支比较，别漏掉还没提交的修改。”所以加了 AI Review：在 Workspace 或 Fork 里选一个 Agent，确认提示词，就会打开一个专门检查这项工作的 Session。 Fork 和父 Workspace 比较，Workspace 和 Project 当前分支比较。Treefold 会把各仓库的路径、分支和比较范围交给 Agent，要求同时检查已提交、未提交的修改和新文件。默认提示词让它先报告问题，我确认后，可以在同一个 Session 里继续讨论、修复和验证。也可以给 Project 保存自己的 Review 提示词。 这样，从开发、检查到修复都留在同一项任务里，最后再决定怎么交付。完成交付前，如果还有将被停止的 Session 在运行，界面会先列出来，让我选择暂缓交付，或者确认停止后继续。这里检查的是进程是否还活着，不能替我判断 Agent 是否已经做完。 暂缓的任务，先记在 Todo 里 和 AI 讨论方案时，经常会冒出一些现在不做、以后值得试的点子。以前我会开个文件记 Todo，接下来还得记得这个文件放在哪。 现在可以直接记到 Workspace 的 Todo list。要做的时候，把 Todo 分配给 Fork，展开成一项独立工作；完成并合回父 Workspace 后，关联的 Todo 也会完成。 Treefold 也带了 CLI 和 Skill，Agent 能读取、添加和修改 Todo，遇到问题时也能记录阻塞原因。换一个 Session 接着做，代码、Todo 和交付记录都还留在 Workspace 里，不用依赖某一次聊天记住所有事情。 比如接口开发时发现一个值得单独处理的问题，可以先留下 Todo，继续完成手头的工作。等有空了再把它分出去，也不用为了保留这个点子一直开着原来的 Session。 Agent 把服务跑起来了，我却看不到它在干什么 调试的时候，我经常要让 Agent 启动前后端服务。以前它通常在自己的会话后台启动，再告诉我“服务已经起来了”。我只知道启动了，眼前却没有一个能持续看日志的终端。想知道请求有没有进来、服务有没有报错，还得让它再查一遍。 两个 Agent 并行工作时更麻烦：各自的会话没有共享的进程列表，不知道对方已经启动了什么。一个刚把服务跑起来，另一个又启动一遍，端口就冲突了。 Treefold 用 amux 管理这些需要持续运行的进程。服务可以跟着任务列出来，人能在界面里看日志、输入命令，Agent 也能通过 amux 查询进程、读取日志、停止或重启服务。几个 Session 可以共同观察同一个服务，启动前先查看已有进程，再决定复用还是另开一套。 切走页面不影响进程运行，也不用再回忆服务藏在哪次聊天里。不过并行启动多套服务时，端口仍然需要分别配置，Treefold 目前不会自动隔离端口。 关闭窗口时，可以选择让 App 留在后台，或者直接退出。退出 App 后是否保留 amux 和受管进程，则由单独的设置控制。 一个任务，可能要改几个仓库 有些项目的前后端是两个 Git 。一个功能要两边一起改，就得告诉 AI 两边的位置，同步创建分支和 worktree，再检查是不是进了对应的目录。 所以 Treefold 的一个 Project 可以放多个仓库。创建 Workspace 或 Fork 时，相关仓库一起准备分支和 worktree，后续查看修改、同步和交付也在同一个任务里完成，各仓库的结果分别展示。 接手已有工作也不用从头开始。创建 Workspace 时，每个仓库可以分别新建分支，或者选一个已有的本地或远端分支继续做。分支列表可以搜索，已经被其他 worktree 占用的本地分支会标出来，避免选错工作目录。前端从 main 开始，后端接着已有 feature 开发，也可以放进同一个 Workspace。 还有 monorepo：一个仓库里放了很多项目，我可能只关心其中几个目录。Treefold 可以把这些子目录设为工作入口，也可以加入外部资料目录，方便 Agent 找到相关上下文。目录选择帮助组织工作，Git worktree 仍然以整个仓库为单位。 需要换回熟悉的工具时，Open With 可以直接在 IDE、终端或 Finder 中打开当前目录，也能一键复制路径。选中了哪个任务，就打开它对应的工作目录。 保留终端习惯，少记几个快捷键 我日常主要用 Agent 的 CLI 和 TUI，所以 Treefold 里的 Agent 也是原来的终端界面。目前支持 Codex、Claude Code、OpenCode 和 Pi，也可以单独开 Shell 跑命令。终端使用 xterm.js。 Agent 使用本机安装的 CLI，沿用自己的登录和模型配置。喜欢哪个就用哪个，同一项任务里也可以开不同的 Agent Session。使用前先确认相应 CLI 在终端里能正常运行；没有配置 Agent，也可以先用 Shell。 我喜欢 Command Palette，但不想记一大堆快捷键。所以默认只给少数高频操作绑定快捷键，其他操作从 Palette 找，也可以按自己的习惯修改绑定。 这里我比较在意上下文：在某个 Fork 里打开 Palette，新建 Session、开始 AI Review 或打开目录，就应该接着使用这个 Fork 的上下文，不用重新选一遍。 免费开源，本地运行 Treefold 免费开源，使用 AGPL-3.0-only 许可证。App 在本机运行，项目状态、任务、Session 元数据和配置保存在自己的电脑上，核心管理功能不依赖云端服务。 Agent 沿用你自己的模型和服务配置，模型调用、网络访问和费用由对应服务及配置决定。目前支持 Apple Silicon Mac，需要 macOS 14 或更新版本。
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原文Hi HN, I’m Anil. I wanted to test the waters for a cloud computing site I created. It connects developers with access to the global compute using a unified API. It’s like a compute Marketplace. You state what you need (region, price point, performance target) and deploy the same way, no matter which provider is underneath. I also benchmark every server and publish the results alongside per-second pricing. Stack: The nodes that get created are basically Cloud Hypervisor VMMs on Ubuntu. I used Linux networking (VXLAN/NAT) to do all of the VPC and IP configs. Disclaimer: This is early and the provider pool is small — mainly in Fremont, California (HE.net), and no other formal provider partnerships yet; I buy capacity the same way anyone would. That’s why some systems are reservable rather than instantly deployable. Hoping for some feedback! I am very receptive to evolving this whole idea. ps: There’s also $20 free compute credit for new users, if you want to poke at it.
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原文A free control panel for one Linux server: Caddy, PHP 8.1–8.4, Node.js, databases, mail and rootless Docker, installed on demand — with every site isolated under its own account, PHP pool and Docker daemon.
原文One agentic all-in-one workspace to find buyers, ship content and close deals. Foldout is a native macOS app that puts the whole go-to-market of a one-person business in one agentic workspace. Prospects, CRM, content, channels and analytics share one database, so a signal found in one place is there everywhere. An AI runs the app for you, by voice or text, on the AI plan you already pay for, and it stops for your approval before it acts. Pay once, own it for life.
原文Message Korp is a private messenger for families. No sign-up, no phone number, no email: create a private room, share a QR code and accept who joins. Nobody can find or message you without your invite. Calls and messages connect directly between phones when the network allows, and through an encrypted relay when it doesn't. Messages, photos and videos stay on your devices, not on our servers. No ads. Voice calls and messages are free.
原文Since Railway getting pwned is getting all the attention right now, I thought now is a good time to showcase what we've been building. Stackdome is a self hosted platform as a service. The idea is to have simplicity of platforms like Railway and Render, but with the ability to run everything on infrastructure you control. With Stackdome, you can deploy an application from GitHub, connect multiple services visually, add a managed database, create preview environments, and roll back the entire application if a release breaks. Features: - First class support for multi-service applications, shown on a canvas in the UI (inspired by Railway). You can edit, wire up, and create resources from the canvas. - First class support for multiple clusters. Stackdome acts as the hub and places workloads across clusters (hub and spoke). - Self hostable, from a small VPS to a large k8s cluster. - Managed Postgres with WAL archiving, HA, backups, and PITR (CNPG underneath). - A release system for the whole stack. A release targets everything, and you can roll it back if something breaks. - Source to image, with an in cluster registry (Zot). - Disposable preview environments, which can also be multi-service. - Declarative apps via a Stackfile, deployed with the CLI. Basically, the idea is to package the tooling in the CNCF/cloud-native ecosystem into an opinionated platform, so that developers can get a without being an expert in Kubernetes or a dozen other projects from the CNCF landscape. Docs: https://docs.stackdome.com
原文AgentTrust OS is the runtime trust layer for AI agents. It sits between an agent's decision and the business action that follows: certify agents before they ship, check every execution in real time (approve, retry, escalate or block in under 20 ms, no LLM needed), and keep a tamper-evident audit trail. Wrap an existing agent with one decorator. Data can stay inside your network. Built for developers shipping agents and for security and compliance teams who must prove those agents behaved.
原文连镜把 AI 视觉创作从一次性的对话框搬到无限画布：文本、图片、视频、音频作为节点互相连线，上游产物直接成为下游的参考素材，首帧、镜头和成片可以在同一条流程里反复调整。支持接入多家模型供应商，可 Docker 私有部署 亮点 画布式工作流：每次生成的产物都留在图上，改上游即重跑下游，不再是排队等一次结果 3D 导演台：用人台、道具和多机位搭构图，导出机位首帧和视频回填画布 画布 Agent：用对话创建、编辑、排列节点，改动可撤销，可导入技能包 插件化模型接入：每家供应商协议是一个 JS 插件，跑在隔离进程里；内置 OpenAI、Anthropic、Google、豆包、阿里百炼、可灵、即梦、Vidu、海螺、Sora，也支持上传自定义插件 完整的自建能力：渠道与模型校验、积分结算、支付、使用记录与审计，密钥加密保存、只写不读 素材存储可切换：本地磁盘，或把阿里云 OSS、腾讯云 COS、AWS S3、Cloudflare R2 设为默认存储 Go + React，Docker 一条命令部署，MIT 协议
MLM Software Development helps businesses manage multi level marketing operations with tools for distributor management, commission calculations, genealogy tracking, sales monitoring, and performance reports. A well designed MLM platform supports multiple compensation plans and provides insights into network activities. With scalable architecture and security focused features, MLM software simplifies daily operations and helps businesses manage growing distributor networks efficiently.
原文Explore Acquiry’s M&A network through an interactive opportunity map with country drill-downs, sector views and intent filters. Records include active opportunities, historical conversations and target companies—not a list of qualified, available deals. Use the SDE/EBITDA calculator, LOI decoder and earnout modeller to explore valuation and deal structure. Calculator show illustrative inputs. Specialist acquisition and exit advisory is available separately.
原文Upload a CSV or pick a Google Sheet, and Claude, ChatGPT, Cursor or any MCP client can filter, group and total the rows. The numbers come from a database, not from the model's guess, and every answer says which version of the data it used. An import report flags messy data first. Same data over a REST API for n8n or Make. OAuth sign-in, read-only, hosted in the EU. Free for 3 datasets of 100,000 rows.
原文自荐一个我开发的开源博客系统 Jant。 Jant 是 Tumblr 风格的开源轻博客，介于传统博客和社交媒体之间，由 Note、Link 和 Quote 三种基本形式组成。
Upvera is a value network for people who build. Add your startup and share what you built today. Upvera follows the real trail behind it: commits, releases, App Store updates, a live domain and the people who respond. All of it becomes Upvera Value, a live number with a receipt for every change, not a vanity score. Founders, hunters and investors find you by what you ship. Use it on iPhone and the web, or post straight from Claude, Cursor or VS Code.
原文Zap is a tiny menu bar app for macOS that quits every open app in one click. Your windows spiral into the ⚡ button and each app quits the moment it gets there, exactly like pressing ⌘Q, so unsaved documents still ask to save. Finder, the Dock and system processes are never touched, and you can lock any app you want to keep (music, terminal…). 1 MB, no account, no network code, no tracking. Perfect before a screen share, at the end of the day or to start a focus session. 2$ one-time payment.
原文阮老师好，我是作者，向周刊自荐一个自己做的开源小工具。
CalMeter turns a meal photo into a calorie log. Snap your plate, AI spots each food, and you confirm portions in a tap or two. Calories come from a nutrition database of 10,000+ foods, not AI guesses, so the numbers stay consistent, from dal and roti to salads and pasta. Also: food search, custom foods, weight and BMI tracking, meal reminders and a daily goal ring. Photos are never stored. Try 3 AI scans free, then go Premium for more. On iPhone and Android.
原文A small (~2 MB) Android video player for Android 8+. Plays local files plus m3u8/HLS and mp4 links, loads external subtitles and resumes where you stopped. No media is bundled. Only network permissions are requested and there are no analytics/tracking SDKs. The free version shows ads; an optional offline VIP key removes them. Built on AndroidX Media3.
原文A zero-login, frictionless real-time blockchain analytics dashboard engineered specifically for the Ethereum and Ethena ecosystems. Unlike massive, slow corporate data platforms that require complex database queries, this tool provides instant tracking of whale positions, token lockups, and sUSDe yield metrics completely for free. Perfect for high-frequency daily yield monitoring.
原文把装订档案的扫描件一键变成方向端正、干净、标准 A4 的归档页。 Win7 SP1 到 Win11 都能跑，单文件、不联网、原图不动。 方向检测靠装订孔这类物理证据，没有证据就不转（误转比漏转更糟）。 我自己本身就在做档案数字化工程、整理了非常多的档案，既要在保密机子里运行，又能拥有较好性能的选择，这个工具我花了50多天写了出来，我的这一轮档案归档工作结束了，总共整理了1.8w张图片。目前来看做到了比较简单的操作交互。我写代码不是专业的，一定会会有瑕疵，我希望能够有各位英雄好汉们的帮助，帮我把把关。谢谢了！！！！
AirShare is a High-speed wireless file-transfer application that allows users to transfer files between Android phones and Windows PCs over the same Wi-Fi network - without needing a USB cable.
原文Describe an automation in plain English and Gydmation writes the real n8n workflow. It picks from 1,100+ n8n nodes, checks each against real n8n schemas, asks when something is unclear and deploys to your n8n in one click. Self-hosted in Docker: your workflows and n8n credentials stay on your machine, and it never asks you to paste API keys into a chat. Free with your own AI key; Pro adds Claude models with nothing to set up.
原文Kilbas turns your business knowledge from documents, websites, Google Drive, and Notion into AI agents that answer questions with verifiable sources. Deploy them on WhatsApp and your website, and connect them to APIs to automate real business workflows.
原文Hubfly Space runs your whole backend in one workspace. Deploy containers from Git, an image or a Compose file. Add managed Postgres, MySQL, SQLite and WebSockets. Store files with built-in image resizing and video encoding. Send and forward email over REST or SMTP. Secure it with custom firewalls, load balancers and CLI tunnels. Every line on your bill shows what ran and for how long. Start free with 360 hours a month.
原文Likely is the network of personal AI agents. Your agent works with the agents of your family, friends, and colleagues in iMessage to get things done.
原文NICO is a deep-tech water and product engineering company developing advanced nanobubble solutions for industrial and environmental applications. Operating at the intersection of research, engineering, and real-world deployment, we build technologies that enhance performance in water treatment and resource efficiency. Driven by strong in-house R&D, we develop nanobubble generator systems in varied configurations for mission-critical use cases.
原文VibeShield brings security, accessibility, SEO & AEO, and bundle & tech audits into one report for AI-built apps. Review evidence, coverage notes and AI-ready fix prompts, then deploy and re-scan. Try a limited security scan without signup; a free account unlocks all four audit tools. Paid plans add monitoring, exports, verified active checks and GitHub source checks.
原文Electros is one desktop app to run your whole infrastructure. Connect your own AtomOS servers, VMware ESXi or Proxmox, and public clouds like AWS and Google Cloud, then launch VMs, Kubernetes, databases, object storage, and apps like n8n in a few clicks. Group everything into environments like Production and Staging, manage teams and usage limits, and use cloud capacity with your own account or through us. Try it free for 7 days. Use code ELE10OFF to get 10% off
原文The book is more or less finished and is available on Leanpub. You can set the price to $0.00 if you are a Leanpub user, or just download the free sample without logging in. The "sample" includes the whole text. The book is aimed at beginner to intermediate users and has six parts: I. Foundations: basic application structure, signals and slots, layouts II. The Qt Widgets Toolkit: the built-in widgets, styles and QSS, custom widgets III. The Qt Object Model: object trees and ownership, signals and slots in detail, events, timers, properties IV. Model/View Programming: custom models, delegates, sorting, filtering, selection V. Multithreading: Qt threading techniques and synchronization VI. Special Topics: databases, processes, the Graphics View framework, animation The code is available on GitHub: https://github.com/JoeAnonimist/pyside6-blueprints-code Corrections and feedback on the text or the code are welcome.
原文Built with Flutter and powered by the Mihomo core, Wmimo is a modern cross-platform network proxy client designed with a borderless geek aesthetic. It delivers immersive, blazing-fast traffic routing and seamless system-level takeover via a virtual TUN network interface—giving developers and power users ultimate control over their network traffic.
原文Hewett Health is a cross-platform nutrition and training app built for carnivore and keto. Log meals with AI-powered food scanning against a verified USDA nutrition database, track strength training and GPS workouts, and get HRV-based recovery and readiness scoring. Built solo as an indie project, with AI meal planning and a workout generator included. Available free with a 7-day Pro trial on iOS and Android.
原文Run Terraform and OpenTofu in Buddy with dedicated actions for planning, applying changes, and detecting infrastructure drift. Review readable resource diffs, require approval before destructive changes, and apply exactly the plan that was reviewed. Manage state in Buddy, queue runs to prevent concurrent applies, and automate scheduled drift checks to catch changes made outside Terraform or OpenTofu.
原文Every color picker on Windows gives you one value and forgets it. Copy the hex, close the tool, paste it somewhere — and next week that brand color is gone. ShowLine Color keeps it: pick with a 15×15 px loupe and the color hangs as a swatch on a rope at your screen edge. Click for hex/RGB/HSL, or drag the card into Figma, VS Code or any text field and the value is typed in. Windows 10/11 · under 1 MB · no account, no network code · 12 languages · $4.99 once, 7-day trial.
原文Track AI infrastructure spending, debt, leases and cash flow with dated sources. Explore the research on the web or query it in Codex and Claude Code with an open-source skill. English and Chinese. No ARGUS API key needed.
原文I got into homelabbing a year ago and have been deploying OSS and making some of my own to address some pain points in my everyday life. One particular area I thought I could improve was keeping in touch with people. Well that first required having a centralized place to see all my contacts. I have some friends on my Google contacts, other relationships on LinkedIn and even some in Facebook. A secondary need is something that's been blowing up recently with people search. LLMs + Search are surprisingly good at aggregating relevant data and parsing through for relevant information. And finally a last need is to keep me disciplined and remind me to reach out to people when it's been a while. And thus I made Contrack! Aggregate your contacts, smart dedupe, and enrich with people search to get a local of your contacts with up-to-date info. Track your contacts as well to remind yourself to keep in touch :)
原文I have been self-hosting for 10 years, and "family hosting" for 2. The number of attacks my servers get has increased by 3x since May of this year. Now personally, I don't like hiding behind Cloudflare because I don't want them to be a SPOF, but it was becoming a bit too scary to just be open to the web. Because it is a family cloud, it can't hide behind a VPN, it has to support devices like TV sticks that can't connect properly over VPN. It has to support HTTPS. So I put together a Rust/Ratatui TUI+cron/CLI that manages my second line of defense: firewall and HTTP server. I run a reverse Nginx proxy in front of apps like Nextcloud, and a nftables firewall with SSH as my admin tunnel. It does several things: 1) It allows me to block entire segments, countries, datacenter IP ranges, TOR exit nodes etc... 2) It allows me to block specific bots: search bots, AI bots, security scanners 3) It does dynamic blocking too, looking at the logs to spot bad behavior and block it. I used to run fail2ban for SSH for example, but a centralized UI for both SSH and HTTP(S) is nicer IMHO. So if this is useful to anyone else, feel free. It's AGPL v3. In my experience, geoblocking is the biggest win, reducing the attacks by 30x. AI Disclosure: I use AI assisted development. I follow Linus Torvalds and Bob Martin model, with using AI as a tool and verifying the result.
原文With NxValue Stack you can deploy a stock Pi-Hole as an isolated node and have it be instantly accessible anywhere from your devices. No third party apps required. Just paste the encrypted DNS endpoint into your devices. There is nothing to set up, no terminals and VPN configurations to figure out. You can customize and upload community curated blocklists widely available monitor your traffic export database and more. Free is available for testing!
原文Kenya's digital out-of-home advertising network. Geo-targeted LED taxi-top screens and delivery bike enclosures in Nairobi and beyond.
原文Give your business and retail customers European accounts in their own name, built into your product. UNIGOX APIs handle onboarding, KYB and KYC, and account issuance. You get EUR IBANs on SEPA, GBP accounts on UK Faster Payments, balances and deposit webhooks. You build the experience; we provide the account infrastructure.
原文Tests pass, deploys go green, and something still breaks quietly in production. Most users never report it; they leave. Aient reads your traces, logs and metrics together with your code, turns thousands of events into one problem, finds the cause and opens a pull request with the fix. You merge it. Aient then checks in production that the error is gone. EUR 15 starter credit, no card required.
原文Vexlyx is an open-source hosting control panel for people who want to run applications and traditional websites on infrastructure they control. Deploy apps from Git with Nixpacks or your own Dockerfile, manage domains and HTTPS, host WordPress/PHP, and bring mail, DNS and databases into the same panel. Vexlyx is a young project, so we recommend testing it on a non-critical server first. The roadmap shows what is available and what is still planned.
原文Alye records every OpenAI, Anthropic and Gemini call your services make: cost by service, model and customer, latency, errors and retries, with alerts in Slack, Teams or email. Two lines of code, no proxy. Free for 500,000 calls a month.
原文Live network speed in your Mac's menu bar, a per-app breakdown of your data, and updates paused on hotspots. Free and open source.
原文你好，自荐一个采用 MIT 许可证的开源项目：OpenWrt / VPS 网络诊断工具箱。 它来自我们排查“Wi-Fi 能连，网站却打不开”“下载有速度，任务仍然超时”“负载下响应变慢”的实际过程。最近精简了首页，补上新手诊断入口和结果示例，希望让第一次排查网络问题的人先看懂报告，再决定查哪一层。 项目首页 新手诊断入口 结果示例 真实案例索引 新手可以先做什么 安装 Python 3.10+ 后，运行 python3 tools/quick-check.py，默认只显示离线合成演示，不联网，也不用提供路由器密码或服务器账号。 明确加上 --execute 后，才使用 curl 8.4+ 执行最多三次 IPv4 HTTPS 轻量请求，每次最多五秒、响应体预算 64 KiB，默认不下载测速文件，不自动修改网络配置。当前指南面向 macOS / Linux。 中文报告和 JSON 来自同一份结果，分别记录完整、失败和未开始次数。部分下载不会算成成功吞吐；入门报告不输出真实地址、接口名、凭据、响应正文或原始错误。 两个真实的脱敏排障案例 1. 下载收到约 97.6%，仍然记录为失败。 一笔固定 10 MiB 对象请求获得 HTTP 200、收到大部分数据，却没在 20 秒预算内完整结束，照样记为部分超时。后续原配置短测完成，只记录“本轮未复现”，没有宣称旧问题修复。下载超时复查 2. 某个目标更快，另一目标性能复核未通过，最终回滚。 一项接收缓存候选让部分下载变快，但另一固定对象的重复测试未达到预设性能保留门槛，因此恢复原值。另一目标在两种条件下都完整下载，未通过的是性能门槛；正向、负向结果和回滚决定全部保留。缓存实验与恢复记录 进阶资料还包括只读采集、受时间和流量预算约束的固定对象上下行测试、单项实验卡、验收与回滚，以及交给其他 Agent 接手的提示词。 小请求通过不代表带宽上限、指定代理节点或手机直播稳定性已经验收；每个环境仍需建立自己的基线。欢迎反馈可复现的工具问题和脱敏测量结果。 说明：作者自荐，投稿文字由 AI 助手协助整理；案例事实已按公开记录核对。
IP Raccoon tells you in one lookup whether an IP is a real visitor, a bot, a VPN, or a proxy. Built by the team at Opticks Security.
原文Doozy sits in your Slack. Someone mentions it in a thread with a real task ("why was Acme charged twice?", "post signups and churn to #leadership every Monday", "export last month's refunds by reason") and it goes and does it in your actual database, Stripe, GitHub, Linear, PostHog, HubSpot or anything with an API. The answer comes back in the thread with the files and a receipt for every action it took. One price per workspace, everyone included, 14 days free, no card.
原文The product Every project you create gets its own SQLite file, its own object storage bucket, and its own keys — isolated from every other project on the account. The database is reached with two endpoints, /query for reads and /exec for writes, and the bucket with plain POST, GET and DELETE on an object's key. A dashboard on the same origin lets you browse tables, run queries by hand, and download backups.
原文你好，自荐一个我在生产环境每天跑着、已开源的 AI 网关：ShanHaiGateway（山海关）。
Practise production incidents without risking a real application. Investigate Linux, deployments, databases, networking, and security through simulated services. Read logs, connect to hosts, edit configuration files, and verify your repair. Choose timed challenges or practise at your own pace. No installation or account needed to start.
原文Turn two phones or tablets into a wireless replay setup. Film on one device and review your movement seconds later on the other. Connect iOS and Android over the same Wi-Fi network, adjust the delay, and save video for later review.
原文Pixepi is a growing network of free online tools that run right in your browser. Merge, split and compress PDFs, resize and convert images, and handle everyday file and document jobs without installing anything. No account needed for the core tools, new tools are added regularly, and output files are ready to download in seconds.
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FlakeDesk is an AI-powered customer operations platform that combines CRM, sales pipelines, and omnichannel customer support in one place. Manage WhatsApp, Instagram, Messenger, webchat, and email conversations through a unified inbox. Automate workflows, deploy AI chatbots, assist your team with intelligent insights, and track performance with actionable analytics. Built for growing businesses, FlakeDesk offers organization-based pricing with no per-user fees.
原文Profileon is a digital profile builder that brings your professional identity into one customizable page. Share contact details, social links, portfolios, CVs, and digital business cards through one smart link or QR code. Personalize your profile, simplify networking, and make it easier for clients and connections to discover your work. Built for freelancers, creators, entrepreneurs, and professionals. Start with a 7-day free trial.
原文Dayside 是一个开源的菜单栏世界时钟。你加的每个城市都有一行实时天色：夜里是深色，白天是亮色，黎明带一点粉，黄昏是琥珀色，谁在睡觉一眼就能看出来。把聊天记录或邮件粘进去，它能离线认出16种语言里的日期、时间和时区。适合经常跨时区沟通的人。 亮点 底层用Rust核心，按城市坐标算出实时天色，一眼就能看出对方醒没醒。 找碰头时间：两边没有共同的工作时间时，它按顺序列出最接近的1小时时段，定期会议还能轮流分担熬夜。 有两种读法的时间会都列出来，夏令时跳过的时间会直接提示。 在本机按固定规则算，发布版没有网络权限，自己也不发网络请求。
ABATODA is an early beta for developers exploring APIs, AI tools and infrastructure. Describe a requirement in English, explore the live catalog, and inspect source links, evidence status and known gaps. The public trial requires no signup. Coverage is limited, missing information stays UNKNOWN, and documented claims are not independent test results. We are looking for five developers to try one real requirement and share what helped, what was missing and what they would need before choosing.
原文Built for investors, biotech/pharma professionals, journalists, and legal or compliance researchers. Notified tracks the topics you choose against primary databases, journal registries, clinical trials, court dockets, SEC and federal filings, and only notifies you when something matches what you're watching for, not a keyword-matched press release.
原文SoundSwitch is a WiFi-based automatic volume changer that switches your phone's sound profile the moment you connect to a known network. No more forgetting to silence your phone at the office or turn it back up at home — this smart volume scheduler does it for you, automatically. Perfect for office, home, gym — anywhere you need different volume levels!
原文Accept USDT and USDC directly to merchant wallets. BoltUtil provides an order API, hosted checkout, wallet payment and manual transfer options, plus signed webhooks after confirmation. Six networks are supported; TRON accepts USDT only. Includes server-side integration examples and an official WooCommerce plugin. A free plan supports 30 new orders per day; Pro adds higher capacity and order management.
原文初见是一款融合圣经名画赏析与经文阅读的中英文学习工具。通过画中的人物、细节和创作背景，认识相关圣经故事，再回到经文中深入阅读。让喜欢艺术的人找到了解圣经的起点，也让读经的人多一种欣赏与理解故事的方式。社区版提供4件馆藏画作、5节入门短课及中英文圣经阅读，免费使用，无需注册。 亮点 看懂圣经名画，读懂画中的圣经故事。 画中的人物是谁？这一刻发生了什么？画家为什么这样描绘？ 初见从这些好奇出发，带你欣赏圣经主题的经典画作，认识画中的人物与故事，了解作品的创作背景，再阅读相关经文。随着故事逐渐清晰，画中的一个眼神、一个手势、一处细节，也会有更多值得留意的意味。 我是项目维护者。无论你是喜欢古典艺术，还是想开始了解圣经，都可以从一幅感兴趣的画开始。中英文导读与入门短课，陪你逐步理解作品，也更深入地阅读圣经。 一幅画，读出两种时代。 在委罗内塞的《发现摩西》中，古埃及的故事被画家以当时的华服和宫廷随从重新呈现。初见把画面观察、创作背景与《出埃及记》第2章放在一起，帮助读者理解原文，也看见艺术家的表达。这个例子有美国国家美术馆藏品说明作为依据。 从“好看”走向“看得懂”。 每件作品都有具体观察提示：跟随人物的目光、寻找手势指向、留意空间如何安排。导读标明经文、历史背景和编辑观察，并提供收藏机构原始页面，方便继续查阅。 让第一次接触的人也有起点。 画作导读和入门短课均可切换中英文。短课用一段阅读、一个问题和答题反馈，帮助用户练习理解上下文。可以从艺术开始，也可以直接阅读经文。 从《发现摩西》开始，认识画中的人，也读懂他们的故事 → 谁发现了河边的婴孩？她为什么决定救下他？一个发生在古埃及的故事，为什么被画家描绘得像文艺复兴时期的宫廷？ 跟着初见观察画面、了解创作背景，再读一读《出埃及记》中的记载。你会接触到故事本身，也能了解画家如何用自己的时代与艺术语言重新呈现它。欢迎分享你留意到的细节。 社区版与开源实现 当前提供4件馆藏画作、5节双语短课，两种经文各含66卷、1,189章，另有设备朗读、本机收藏和备份。采用原生 JavaScript、静态 JSON 与浏览器本地存储，无 npm 依赖或后端，可自行部署 GitHub Pages，不需要 API 密钥。 设备朗读的音色与可用性取决于系统和浏览器；收藏保存在当前浏览器。应用代码采用 MIT 许可，经文、图像与字体分别记录来源和许可。博物馆资料用于出处核对，不代表机构为本应用背书。
Explore the ZentriBase agency finance workspace: brand vaults, agreements, payment reZentriBase is the enterprise-grade FinOps and Merchant Vault infrastructure built for digital agencies and high-volume operators. Secure client payment tokens with bank-grade Cloudflare R2 vaults, isolate sub-brand gateways, and automate AI chargeback defense evidence bundles to protect recurring revenue.cords, and dispute evidence in one place.
原文Check your public IP, ISP, VPN/proxy signals and WebRTC leaks; test download, upload and bufferbloat; inspect a site's DNS, TLS, redirects and headers. Free, no account. Results are estimates, and speed is measured to our server.
原文Explore IP-COM Enterprise Routers through Extensive IT Services (EITS), a Dubai-based IT solutions provider. The range includes enterprise wireless routers, wired routers, and cable-free WiFi routers for offices and commercial networks. Choose networking equipment based on your connectivity, device capacity, and management needs. EITS also provides professional network installation, configuration, and IT infrastructure services across Dubai, UAE.
原文Unlike most AI music tools, EVY by Allendia never trains on copyrighted tracks. It uses random neural networks to generate melodies and rhythms in real time inside your DAW (Ableton, GarageBand, Reaper). Frugal, ethical, and fully parameterizable: sculpt randomness, use it live as a true instrument. No black box, no plagiarism, just a new creative tool for musicians.
原文Write once, post to Instagram, TikTok, YouTube, LinkedIn and Facebook from one calendar. Social Hub picks the right format per network (post, reel, story, short), warns you before something gets rejected, publishes on time even while you sleep, and pulls likes, comments and reach back into one dashboard with monthly reports. Built for freelancers and agencies juggling several brands: invite your team and manage up to 50 accounts. Free plan, no card needed.
原文ARZ Host offers web hosting solutions designed to support individuals, startups, and businesses in establishing and growing their online presence. Its services include web hosting, VPS hosting, and dedicated servers for different website and infrastructure needs. ARZ Host aims to deliver dependable hosting performance, flexible solutions, and support to help customers manage their websites and online projects.
原文SQLSSH is your all-in-one developer workspace for databases, servers, and cloud storage. Query PostgreSQL, MySQL, SQLite, and more with a powerful SQL editor. Access remote servers through an integrated SSH terminal, manage S3 and SFTP files, and securely store credentials on-device. Enjoy cross-platform support, SSH tunneling, visual schema tools, and end-to-end encrypted sync.
原文Turn Linux servers into one Docker cluster. Deploy and scale apps, manage workers and encrypted networking, and monitor workloads in a web dashboard. Connect ChatGPT or Claude through MCP. Built in Go by NEXUS AI. Apache 2.0 licensed.
原文A browser extension for YouTube and X. Free: no Shorts, no ads, no recommended videos, dislikes back. Pro ($5 once, a free day to try): a glass design with your own wallpaper, themes, and a customize mode — click any part of YouTube to change it.
原文Hi HN, I’m Joe. I’m a data engineer, and I built Datachef because I got tired of maintaining the disjointed data stack (Fivetran, Airbyte, Airflow, Snowflake, Redshift, S3, dbt, Looker, Tableau, a reverse-ETL tool, etc.) and being a middleman for business users that just wanted to self serve. Datachef is one managed platform where you can: - Connect your business systems (Salesforce, Marketo, Hubspot, etc.) and/or databases (Postgres, MySQL) in a few clicks. Your data lake is synced in minutes. - Explore your data via natural language or write SQL directly. - Model how data is combined, filtered and aggregated. Create a shared system of intelligence. - Share models across the org so every query, report and slide deck tells the same story. - Integrate data back into Salesforce, Marketo and HubSpot — lead scores, segments and events, in the systems your team already works in. We shipped a Claude connector ( https://www.datachef.com/blog/datachef-claude-connector ). From Claude you can run complex, multi-step/multi-dataset analysis, and create or update your models and sync settings. I’d love feedback, especially from anyone who has run the modern data stack and has opinions on what consolidating it should and shouldn’t give up.
原文Cuely unifies business communication, marketing, and automation in one platform. Manage WhatsApp, Instagram, Telegram, and Meta Ads workflows; run campaigns; handle conversations through a shared team inbox; organize leads with built-in CRM; automate customer journeys; deploy AI assistants and knowledge bots; make calls; track analytics and account health; and connect your apps through APIs. Built for businesses and agencies looking to streamline engagement and scale operations.
原文One platform for everything you send — marketing campaigns, transactional email, and an SMTP relay. We run our own sending infrastructure, so signing, bounces, complaints, and suppression are handled for you. 50,000 emails a month from $15, with no daily limits.
原文We have built KeibiDrop because me and the people close to me were tired of cloud storages, and to copy data fully across our devices in order to use it. Now with KeibiDrop you can mount and stream folders between your computers (and web browser) access and edit data on-demand as if it was local. You can try it instantly in the browser https://web.keibidrop.com/ (you need two devices) or by building from source/ downloading from the github releases. (there are also recordings in the Readme on github). We also got a marketing website for it here: https://keibidrop.com The desktop app, engine and CLI are FOSS AGPL-v3 and in terms of architecture and stack the following holds: - It uses a full-duplex P2P IPv6 connection between peers with a fallback to a data forwarding relay. - We got a dual networking stack QUIC + TCP using protocol buffers (WebRTC to be added), and we use ML-KEM-1024 + X25519 for the handshake and either aes-gcm-256 or chacha20-poly1305 for the session, and we do a latency hiding re-key inspired by Signal's SPQR. - it relies on FUSE, macFUSE, and WinFsp as filesystem drivers and the whole gist of it is to "hide the latency" of remote filesystems and to just give the feeling of teleporting files. - we use golang for the engine, and rust + slint.dev for the GUI Our goal was to have a lightweight, cross platform filesystem that does not use many resources, has the RAM usage bounded and gives the feeling as if working on a local filesystem. Currently the filesystem respects POSIX semantics, (except for symlinks and hardlinks, I have them disabled), and we tested it on intercontinental links (between Romania and Singapore), on both relayed connections and direct connections. You can use git, pijul, Premiere Pro, DaVinci Resolve or any tools you would normally use on your local computer, or use our docker image on your NAS storage and instantly access the data you need while you are travelling.
原文Running several products means scattered email tools and bills that grow per seat, per inbox and per subscriber. MarkRelay puts it all in one app on your own Cloudflare account, deployed in one click: - Webmail for every domain you own - Broadcasts with a visual template designer - HTTP API + webhooks for products and AI agents - Per-mailbox access for your team Your data stays in your account. One flat license, no usage-based pricing.
原文Paste any token contract address to instantly run a full AI security audit across 30+ EVM networks like Base, BSC, and Ethereum. Catch honeypots, unlocked LP, and concentrated dev risk in 2 seconds, or launch tokens with built-in safety.
原文An unfiltered, hyper-social playground designed for spontaneous connections, live broadcasting, and trend-focused community engagement without the barriers of traditional social networks. AND this was AI generated too.
原文Connect the storage, authentication and services you already run, and manage them from one dashboard. Your infrastructure stays yours.
原文# clover 三叶草邮局 🍀 在自己的服务器上搭建邮件服务，通过 Web 面板管理域名、邮箱和转发规则。 ## 三步开邮局： 1.接入 cloudflare token; 2.面板一键安装邮件服务器 TLS ； 3.点击创建邮箱。 ## 全程可视化，傻瓜配置，5 分钟创建强大易用的个人邮局。 ## 功能特色 - **可视化管理**：集中管理多个域名、邮箱账户、密码和邮件转发，支持别名、前缀匹配与 Catch-all 。 - **Cloudflare DNS 自动配置**：导入域名，一键生成并推送 MX 、SPF 、DKIM 、DMARC 等邮件记录，也可导出后手动配置。 - **Roundcube Webmail**：从面板选择邮箱，在新标签页免密进入；使用原生搜索、星标、文件夹、编辑器和通讯录。 - **兼容邮件客户端**：支持 IMAP 、POP3 、SMTP 和 ManageSieve ，可使用 Thunderbird 、Foxmail 、Apple Mail 等客户端。 - **全局邮箱设置**：统一管理协议开关、远程图片策略及附件上限；附件默认 100 MB ，可设置为无限额。 - **证书与运维**：支持 HTTPS 、邮件 TLS 证书管理和自动续期，提供环境检查、反垃圾统计、邮件队列、日志及备份入口。 - **账户安全与 API**：单管理员管理，支持两步验证、Passkey 、API Token 和审计日志。 ## 安装准备 - Debian 11–13 或 Ubuntu 22.04+ 服务器；默认发布镜像支持 **amd64**。 - 最低配置：**1 vCPU 、2 GB 内存**；推荐配置：**2 vCPU 、4 GB 内存**。 - 准备一个面板域名和邮件域名，将面板域名的 A 记录指向服务器公网 IP 。 - 公网开放 **80 、443 、25**；邮件客户端按需开放 **465 、587 、993**，POP3S 使用 **995**。 - 确认服务器提供商允许邮件收发，并支持设置 PTR/rDNS 。 安装器可安装 Docker ；已有受支持的宿主机 Caddy 或 Nginx 时，可共享 Web 入口。 ## 快速安装 推荐使用一键安装： ```bash curl -fsSL -o /tmp/clover-bootstrap.sh bash /tmp/clover-bootstrap.sh ``` 也可克隆仓库后安装： ```bash git clone clover cd clover bash install.sh ``` 按提示填写面板域名。首次安装会在终端显示随机生成的管理员账号和密码，请保存后登录面板。 ### Docker Compose 安装 适合已安装 Docker 和 Compose v2 、可独占 80/443 等所需端口的 Linux 服务器。以 root 在服务器操作： ```bash git clone clover cd clover cp .env.example .env nano .env ``` 将 `PANEL_HOSTNAME`、`MAIL_DOMAIN`、`MAIL_HOSTNAME` 和 `ACME_EMAIL` 改为自己的域名和邮箱；可同时填写 `CLOVER_VPS_IP`、调整时区及其他参数。首次安装的密钥项保留模板值或留空即可，初始化会自动生成。 保存后运行一条命令完成安装： ```bash CLOVER_HOME="$PWD" docker compose --profile install run --rm installer ``` Compose 初始化会生成密钥、准备邮件 TLS 、启动服务、创建管理员并安装 `clover` 快捷命令。管理员凭据显示在终端；已有数据和管理员会保留。后续可直接用 `docker compose up -d` 启动服务。已有宿主机 Nginx/Caddy 需共享端口时，请使用上方推荐的安装器。 ## 开始使用 1. **环境配置**：连接 Cloudflare ，选择邮件域名并设置邮件主机名，生成和推送 DNS 记录。 2. **检查环境**：检查 DNS 、端口及 TLS 证书；为邮件主机申请证书，并在服务器提供商处设置 PTR/rDNS 。 3. **邮箱账户**：创建邮箱及密码；需要转发时，在“别名与转发”中添加规则。 4. **Webmail**：选择邮箱并点击“进入 Roundcube”，或按客户端配置指南连接邮件客户端。 Cloudflare Token 需要目标域名的区域读取及 DNS 编辑权限。邮件主机的 A 记录应设为 **DNS only**。 首次邮件证书可能为自签证书，请在连接客户端前申请可信证书。邮件能否送达还取决于服务器 IP 信誉、PTR 和收件方策略。 ## 更新与日常管理 在服务器输入 `clover` 打开管理菜单，或直接运行： ```bash clover status # 查看服务状态 clover update # 更新 clover logs # 查看日志 clover backup # 备份面板数据库与邮件配置 clover admin list # 查看管理员 ``` 更新会保留配置和 Docker 数据卷。 管理员密码遗失时，在服务器运行 `clover admin reset `。 ## 数据与安全 - 邮件与配置保存在服务器的 Docker 数据卷中； Roundcube 的通讯录和偏好独立保存。 - `.env` 含服务密钥，请妥善保管，不要公开上传。 - 面板仅有一个管理员；免密 Webmail 入口允许管理员进入所选邮箱。 ## 许可证 Clover 采用 AGPL-3.0-or-later ，具体条款及来源声明见仓库中的 LICENSE 和 NOTICE 。 Roundcube 、docker-mailserver 等第三方组件遵循各自的开源许可证。
DevSweep finds the space your dev tools quietly leave behind — Xcode DerivedData, node_modules, Gradle, CocoaPods, Rust targets, Python virtualenvs, plus system/browser caches and logs — and lets you reclaim tens of GB in a few clicks. What makes it different: it never deletes. Everything goes to the Trash. Every item is tagged Safe, Review or Protected, so you know what rebuilds instantly and what doesn't. 100% offline — no network, no telemetry, no account. Free on the Mac App Store.
原文DyHub 是一个抖音直播弹幕采集与分发中台，双采集内核自研（轻量纯代码直连 + 浏览器 CDP 旁观），产出统一事件协议，通过 WebSocket / SSE / Webhook 三种通道分发。MIT 协议开源。
Let me begin by explaining what it is: SchemaWright is a platform for learning database table design in a gamified way, with a real Postgres database running on your browser via WASM. It was heavily inspired by Duolingo and LeetCode, because I love the way how those platforms teach their users. I built and launched this a couple months ago, weeks after my first SaaS failed (that one was called NoteRaven, and the idea was for it to be a Notion + Medium + Udemy all in one platform; but after looking at how saturated that market was, I decided to move on). The story on how I came up with it is basically that I was working normally on my day job, and noticed how many times we had changed some core tables, and usually discussed renaming them, changing columns, relationships etc. After that, I realized that I wanted to learn how to "get the schema right" from the beginning, so I began looking for websites that could teach that. It didnt take long to realize I couldn't find one that fitted my needs: it had to feel gamified and rigorous at the same time. When I say "rigorous" I mean that the content shouldnt be standard exercises we see in university (that we never really use at work) or loose definitions we feel like is too shallow. Therefore, I decided that I would be the one to build such platform. The way I structured the app is by separating it in 3 main pages: Learn, Exercises and Lectures. The first one is where you'll find Duolingo like lessons for database schema, it goes from the foundations (what is a table, what are rows and columns), to intermediate/advanced contents, such as concurrency and queues, scaling and architecture etc. It has 8 levels, but I currently only wrote up to level 3 (normalisation). Which is funny because my boss once tested me on this lol. The Exercises page is where I took inspiratoin from LeetCode, especially the page for an exercise structure: on the left side you have the problem description, your submissions and an editorial, and on the right side the code editor and the tests that will run on your code. Finally the last page is for people who are keen on reading papers and are more drawn to academic research. The lectures reference famous and important research papers that led us to our current understanding of databases, sql and concepts we learn today on this subject. It summarizes them and teaches you the concepts, while containing some interactive exercises too! Ok, so why do I think this may work as opposed to NoteRaven? One of the reasons is that I shared this with my co-workers (60+ people, most are devs too) and boss (who is CEO and CTO), and they really enjoyed using it. That same boss gave me positive feedback and suggestions, that I actually ended up implementing on the platform (yeah your suggestion could end up there too!). Another would be that I feel like platforms that train you on database design are scarce compared to ones that teach you queries, so the market wouldn't be so saturated. Let me know what you guys think! Please share if you think some exercises are unfair, meaning that they need better context for people to answer them, and also what you think of the lesson's pace, content and interactive exercises; the same goes for the lectures.
原文MiniStaff Agent is an AI staffer with its own computer. It codes, ships, creates, and deploys — and keeps working after you log off. One flat price, unlimited usage, and it messages you first with the results.
原文Prospect Verdict researches real businesses against the service you sell, finds companies showing signs they may need your offer, scores each opportunity, explains why it qualifies, verifies contact info, and recommends the best pitch angle. Unlike static lead databases, it is built around offer-specific qualification and learns from your wins and losses so future lead recommendations improve over time.
原文Create a poll in minutes, share the link or embed it on your site and watch the results live. One vote per person, enforced in the database. No sign-up to vote, no tracking cookies, six languages and eight ballot types: ranked, points, pairwise, brackets.
原文AquaAssist is a free aquarium tracker that goes beyond basic logging. It includes a guided nitrogen cycle assistant for new tanks, a species database with compatibility checks before you add new fish or plants, and a CO2 estimator for planted setups. It's a PWA that installs on both Android and iOS and works fully offline once loaded — no app store, no account, no sign-up. The only optional feature, cross-device sync, uses a short code instead of email or login.
原文Mirror your iPhone or Mac screen to Chromecast and Google TV, or play video files on the TV in full quality. iPhone's built-in Screen Mirroring only works with AirPlay, so Chromecast never shows up there — Relayo fills that gap. No ads, no subscription, no account, and nothing to install on the TV. Everything stays on your local network.
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Adsun is a Telegram advertising network. Publishers earn from Mini Apps, bots and channels with rewarded, interstitial and task ads via a JS SDK. Advertisers reach Telegram users in 213 countries on CPM or CPC.
原文换一个关键词或分类试试。
