🛠️ All DevTools

[IDE/Editor] APKLab: Android Reverse-Engineering Workbench for VS Code

[Other] Show HN: A Raycast-compatible launcher for Linux Hey HN!<p>I&#x27;m a huge fan of Raycast, but as a Linux user, I was always disappointed it wasn&#x27;t available on my main OS. This summer, I decided to just build it myself. This project has the goal of being interoperable with Raycast itself, including a majority of the extensions.<p>It&#x27;s built with Tauri and Rust on the backend, with a Svelte frontend. The biggest challenge was getting it to run existing Raycast extensions, which required building a custom React renderer as well as making a custom API.<p>I also wrote a quick post, which I hope to expand on in the future, about this project. You can find it here: <a href="https:&#x2F;&#x2F;byteatatime.dev&#x2F;posts&#x2F;recreating-raycast" rel="nofollow">https:&#x2F;&#x2F;byteatatime.dev&#x2F;posts&#x2F;recreating-raycast</a><p>The project is still very rough, but I&#x27;m sharing it now to get any feedback you may have!

[CLI Tool] Show HN: c0admin – A terminal-based AI assistant for Linux sysadmins I made a small CLI tool called `c0admin`. Runs locally using your own Gemini API key. No signup, no server, no tracking.<p>You just run `c0admin` in your terminal, and it gives you suggestions interactively.

[Testing] Go Interview Practice is a series of coding challenges to help you prepare for technical interviews in Go. Solve problems, submit your solutions, and receive instant feedback with automated testing. Track your progress with per-challenge scoreboards and improve your coding skills step by step.

[Other] A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

[Other] A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

[IDE/Editor] Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

[Other] Show HN: HNping 'remind me later' for HN via web push HNping lets you set a reminder for a HN post. You get a web push browser notification when it&#x27;s time, and clicking it takes you back to the post. That&#x27;s it.<p>I built HNping because I kept stumbling on HN posts where the discussion still had to get going. Wanted to revisit, but didn&#x27;t want to create even more bookmarks&#x2F;etc I&#x27;ll just forget about. So I created a &#x27;remind me later&#x27; tool (like the reddit bot) to fix this for myself.<p>To use it: go to hnping.com, enable notifications, and drag the bookmarklet to your bookmarks bar. Then click it on any HN post to set a reminder (5 minutes to 1 week). No personal info needed - you just get a UUID that serves as your account.<p>I tried to make it as simple as possible.<p>It&#x27;s built on a Cloudflare Worker with D1 for data storage and uses Firebase Cloud Messaging for push notifications.

[Other] Show HN: We developed an AI tool to diagnose car problems Hey HN,<p>We built AutoAI – an AI tool that tells you what&#x27;s wrong with your car in plain English.<p>Just enter:<p>Your car’s make&#x2F;model&#x2F;year<p>The OBD2 error codes (optional) (like P0420, P0171, etc.)<p>Any symptoms you&#x27;re noticing (e.g. “rough idle” or “weird sound when starting”)<p>And we’ll tell you:<p>The most likely issue<p>How to verify it yourself<p>Whether it’s a DIY fix or shop-worthy<p>No more endless Googling or forum-hopping. Built for car owners, tinkerers, and pros who want fast, reliable answers. Powered by a repair-trained AI using real-world automotive data.<p>We’re trying to make diagnostics smarter, not replace your mechanic – just make you way more informed before spending money.<p>Would love feedback or crazy edge-case inputs to improve it.

[Code Quality] Validate your php code for syntax errors ✅ Validate your PHP code for syntax errors with our free online PHP Code Checker. Easily detect and fix issues across multiple PHP versions for error-free code.

[Other] Build CRUD & Inventory apps in minutes with Java Build CRUD apps fast with Spring Boot. Includes inventory, user logs, RBAC, MySQL config, and full source code. Ideal for backend devs and freelancers who want to skip boilerplate and ship faster. Ready to run in minutes.

[Other] Create & Deploy Smart Contracts with Multi-Agent AI. No Code We've built a platform that removes the coding barrier for Smart Contract Token launches. Our core innovation lies in a sophisticated multi-agent AI architecture combined with Retrieval-Augmented Generation (RAG).

[Other] GBCMobile KW is your way to elevate your web3 level A web app allows you to elevate your level with crypto currencies that are available on SUI network and automate your trading orders.

[API/SDK] Modern scheduling api for developers | cron jobs made simple Build reliable scheduled tasks with ChronoAPI. Modern scheduling API with cron expressions, retry logic, and real-time monitoring. Pre-launch early access available.

[Other] ai tutors with spaced repetition we built codespaced to help us learn any coding library fast, think of it like anki but for coding + with ai tutors

[Other] Show HN: FluidAudio – Swift Speaker Diarization on CoreML We needed a speaker diarization solution that could run every few seconds alongside transcription on iOS and macOS. But native Swift support was either limited or locked behind paid licenses. Since diarization is a common need in speech-to-text workflows, we decided to open source our work and give back to the community.<p>We initially tried sherpa-onnx, which works, but running both diarization and transcription models slowed down older devices. CPU-only inference just isn’t ideal for near real-time workloads, so we wanted the option to offload segmentation and speaker embedding to the GPU or ANE. Supporting M1 Macs in particular meant pushing more of the workload to the ANE.<p>Instead of shoehorning the ONNX model into CoreML with C++, we converted the original PyTorch models directly to CoreML. This approach required some monkey-patching in the PyTorch and pyannote code, but the initial benchmarks look promising.<p>We’d love feedback! We&#x27;re currently working on adding VAD and integrating Parakeet for transcription, but still wrestling with CoreML model conversion.

[Other] Aeron: Efficient reliable UDP unicast, UDP multicast, and IPC message transport

[Other] Show HN: I made a JSFiddle-style playground to test and share prompts fast I built this out of frustration as I lead the development of AI features at Yola.com.<p>Prompt testing should be simple and straightforward. All I wanted was a simple way to test prompts with variables and jinja2 templates across different models, ideally somthing I could open during a call, run few tests, and share results with my team. But every tool I tried hit me with a clunky UI, required login and API keys, or forced a lengthy setup process.<p>And that&#x27;s not all.<p>Then came the pricing. The last quote I got for one of the tools on the market was $6,000&#x2F;year for a team of 16 people in a use-it-or-loose-it way. For a tool we use maybe 2–3 times per sprint. That’s just ridiculous!<p>IMO, it should be something more like JSFiddle. A simple prompt playground that does not require you to signup, does not require API keys, and let&#x27;s experiment instantly, i.e. you just enter a browser URL and start working. Like JSFiddle has. And mainly, something that costs me nothing if I&#x27;m or my team is not using it.<p>Eventually I gave up looking for solution and decided to build it by myself.<p>Here it is: <a href="https:&#x2F;&#x2F;langfa.st" rel="nofollow">https:&#x2F;&#x2F;langfa.st</a><p>Help me find what&#x27;s wrong or missing or does not work from you perspctive.<p>P.S. I did not put any limits or restrictions yet, so test it wisely. Don&#x27;t make me broke, please.

[Other] Show HN: BinaryRPC – Lightweight WebSocket-based RPC framework in modern C++ Hi HN,<p>I’m a recent CS graduate. During the past few months I wrote BinaryRPC, an open-source RPC framework in modern C++20 focused on low-latency, binary WebSocket messaging.<p>Why I built it * Wanted first-class session support, pluggable QoS levels and a simple middleware chain (global, specific, multi handler) without extra JSON&#x2F;XML parsing. * Easy developer experience<p>A quick feature list * Binary WebSocket frames – minimal overhead * Built-in session layer (login &#x2F; reconnect &#x2F; heartbeat) * QoS1 &#x2F; QoS2 with automatic ACK &amp; retry * Plugin system – rooms, msgpack, etc. can be added in one line * Thread-safe core: RAII + folly<p>Still early (solo project), so any feedback on design, concurrency model or missing must-have features would help a lot.<p>Thanks for reading!<p>also see &quot;Chat Server in 5 Minutes with BinaryRPC&quot;: <a href="https:&#x2F;&#x2F;medium.com&#x2F;@efecanerdem0907&#x2F;building-a-chat-server-in-5-minutes-with-binaryrpc-qos2-session-management-and-room-plugin-ccb66d722466" rel="nofollow">https:&#x2F;&#x2F;medium.com&#x2F;@efecanerdem0907&#x2F;building-a-chat-server-i...</a>

[Code Quality] The uncompromising Python code formatter

[Other] This repository contains a 90-day cybersecurity study plan, along with resources and materials for learning various cybersecurity concepts and technologies. The plan is organized into daily tasks, covering topics such as Network+, Security+, Linux, Python, Traffic Analysis, Git, ELK, AWS, Azure, and Hacking. The repository also includes a `LEARN.md

[Other] uBlock Origin - An efficient blocker for Chromium and Firefox. Fast and lean.

[Other] Build Real-Time Knowledge Graphs for AI Agents

[Other] Build , Deploy, Manage and Debug n8n workflows with AI This is currently in Beta

[Other] Developer tools suite ForgeKit - Your all-in-one developer toolkit for rapid coding and debugging

[IDE/Editor] Stunning, elegant code snippets image directly from VS Code Blazing-fast VS Code extension to capture beautiful, syntax-highlighted code screenshots in few clicks. No setup. No cropping. Just clean, social-ready code shots – perfect for devs, bloggers & creators. Built for speed, designed for simplicity.

[Other] Detect and protect against satellite cyber threats Orbisect is a cybersecurity and monitoring toolkit purpose-built for satellites, CubeSats, and ground stations. It decodes command streams, detects malicious activity in real time, and secures critical data using post-quantum encryption.

[Code Quality] Free online json formatter, validator & converter JSONPilot is your co-pilot for formatting, validating, minifying, beautifying, and converting JSON. Built for developers, fast and secure.

[API/SDK] Intelligent api mocking & testing platform Transform API development with intelligent, stateful mock APIs. Get a sandbox environment for any API in seconds and ship features 40% faster with the ultimate API simulation platform trusted by development teams worldwide.

[Other] 0xWebOS openOS 0xWebOS is a next‑generation, hacker‑inspired web operating system that transforms website creation into an immersive terminal‑like experience. Some functions of this web operating system are not yet available

[Other] Win Freelance Projects 10x Faster with AI Bidding Automation Bidvoty is an AI-powered bidding assistant for Freelancer.com that helps you grab more clients in less time — automatically. Whether you're a freelancer tired of repetitive proposals or just starting and unsure what to write — Bidvoty handles it for you.

[Other] Track Your Keyword Rankings For FREE KeywordRankChecker (KRC) is the simplest way to track your keyword rankings with precision. Fast, reliable, and cost-effective. You only pay for the API usage, nothing more.

[Other] A curated list of awesome developer tools and services A curated list of awesome developer tools and services — from cloud platforms and IDEs to AI-powered coding assistants and productivity utilities.

[Other] A micro (7kb) Material Design 3 based CSS-only framework A micro (7kb) Material Design 3 (Expressive) based CSS-only framework

[DevOps] Incus – Next-generation system container, application container, and VM manager

[Other] Show HN: RULER – Easily apply RL to any agent Hey HN, Kyle here, one of the co-founders of OpenPipe.<p>Reinforcement learning is one of the best techniques for making agents more reliable, and has been widely adopted by frontier labs. However, adoption in the outside community has been slow because it&#x27;s so hard to implement.<p>One of the biggest challenges when adapting RL to a new task is the need for a task-specific &quot;reward function&quot; (way of measuring success). This is often difficult to define, and requires either high-quality labeled data and&#x2F;or significant domain expertise to generate.<p>RULER is a drop-in reward function that works across different tasks without any of that complexity.<p>It works by showing N trajectories to an LLM judge and asking it to rank them relative to each other. This sidesteps the calibration issues that plague most LLM-as-judge approaches. Combined with GRPO (which only cares about relative scores within groups), it just works (surprisingly well!).<p>We have a full writeup on the blog, including results on 4 production tasks. On all 4 tasks, small Qwen 2.5 models trained with RULER+GRPO beat the best prompted frontier model, despite being significantly smaller and cheaper to run. Surprisingly, they even beat models trained with hand-crafted reward functions on 3&#x2F;4 tasks! <a href="https:&#x2F;&#x2F;openpipe.ai&#x2F;blog&#x2F;ruler">https:&#x2F;&#x2F;openpipe.ai&#x2F;blog&#x2F;ruler</a><p>Repo: <a href="https:&#x2F;&#x2F;github.com&#x2F;OpenPipe&#x2F;ART">https:&#x2F;&#x2F;github.com&#x2F;OpenPipe&#x2F;ART</a>

[Other] Show HN: Vibe Kanban – Kanban board to manage your AI coding agents

[Other] Show HN: NodeLoop – Hub for electronics design knowledge and tools Building a free web toolbox for hardware engineers: harness cable diagram generator, connector pinout tools (M.2, JTAG...), microcontroller serial monitor, and various other small utilities.<p>No sign-up required. Designed from my own needs. Feedback and feature suggestions are welcome.

[Monitoring/Observability] Developer-first error tracking and performance monitoring

[API/SDK] OpenTelemetry Go API and SDK

[Testing] GoogleTest - Google Testing and Mocking Framework

[API/SDK] Instantly create & deploy MCP servers from any API spec MCP Engine is the fastest way to turn any OpenAPI spec into an MCP server that AI agents can actually use. Drop your spec, instantly get a Python repo, run it anywhere, or deploy in one click. 1,400+ MCP servers built so far and counting.

[Other] Copy any webpage's UI with 1 click A browser extension that lets you copy UI component from any webpage and converts it into react + tailwind components so that you can use it in your own projects.

[Other] AI project manager for Cursor Become a 100x Developer with AI-Powered Project Management Todo2 transforms developers into AI-powered project managers who never leave Cursor. Research, plan, and execute entire projects with superhuman productivity through MCP integration.

[API/SDK] Turn natural language into deploy-ready n8n workflows Describe any automation in natural language and get a validated n8n workflow in seconds. Velian plans the steps, builds each node, shows a visual diff when you iterate, then deploys straight to your n8n—no drag-and-drop, no docs diving.

[CLI Tool] Your terminal's AI agent, with any model you want opencode is an open-source AI coding agent built for the terminal. It features a native TUI, multi-session support, and is model-agnostic, letting you use Claude, OpenAI, Google, or even local models.

[Build/Deploy] Deploy your websites and databases in seconds Build, launch, scale and deploy your projects with Pxxl App. Fast, reliable hosting with free tier options for developers. Experience seamless deployment workflows, automatic scaling, and robust infrastructure for web applications of any size.

[Other] Free URL Shortener, Branded Short Links & Analytics CutyURL — Fast, Simple, Powerful URL Shortener 🔗 Key Features: Instantly shorten long links with a single click Create custom short URLs to match your brand Get detailed analytics: track clicks, locations, devices, and more

[API/SDK] News api to search for the latest & historical news A powerful REST News API to search for current and historical articles and get trending news in over 22 languages across 30 countries from 60,000+ sources.

[Other] The engine for human-level search ZeroEntropy provides state-of-the-art retrieval for developers building AI products.

[Other] Use prebuilt AI agents in a click, build AI agents easily APE AI provides ready-to-use AI agents and a visual platform to create custom AI agents and multi-agent systems easily. It automates data analysis, content creation, spreadsheets, presentations, etc.. No setup, no tech expertise needed, no need to handle APIs.

[DevOps] Show HN: Pangolin – Open source alternative to Cloudflare Tunnels Pangolin is an open source self-hosted tunneled reverse proxy management server with identity and access control, designed to securely expose private resources through encrypted WireGuard tunnels running in user space.<p>We made Pangolin so you retain full control over your infrastructure while providing a user-friendly and feature-rich solution for managing proxies, authentication, and access, all with a clean and simple dashboard web UI.<p>GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;fosrl&#x2F;pangolin">https:&#x2F;&#x2F;github.com&#x2F;fosrl&#x2F;pangolin</a><p>Deployment takes about 5 minutes on a VPS: <a href="https:&#x2F;&#x2F;docs.fossorial.io&#x2F;Getting%20Started&#x2F;quick-install" rel="nofollow">https:&#x2F;&#x2F;docs.fossorial.io&#x2F;Getting%20Started&#x2F;quick-install</a><p>Demo by Lawrence Systems (YouTube): <a href="https:&#x2F;&#x2F;youtu.be&#x2F;g5qOpxhhS7M?si=M1XTWLGLUZW0WzTv&amp;t=723" rel="nofollow">https:&#x2F;&#x2F;youtu.be&#x2F;g5qOpxhhS7M?si=M1XTWLGLUZW0WzTv&amp;t=723</a><p>Some use cases:<p><pre><code> - Grant users access to your apps from anywhere using just a web-browser - Proxy behind CGNAT - One application load balancer across multiple clouds and on-premises - Easily expose services on IoT and edge devices for field monitoring - Bring localhost online for easy access </code></pre> A few key features:<p><pre><code> - No port forwarding and hide your public IP for self-hosting - Create proxies to multiple different private networks - OAuth2&#x2F;OIDC identity providers - Role-based access control - Raw TCP and UDP support - Resource-specific pin codes, passwords, email OTP - Self-destructing shareable links - API for automation - WAF with CrowdSec and Geoblocking</code></pre>

[Other] eBPF: Connecting with Container Runtimes

[Other] Show HN: Open source alternative to Perplexity Comet Hey HN, we&#x27;re a YC startup building an open-source, privacy-first alternative to Perplexity Comet.<p>No invite system unlike bunch of others – you can download it today from our website or GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;browseros-ai&#x2F;BrowserOS">https:&#x2F;&#x2F;github.com&#x2F;browseros-ai&#x2F;BrowserOS</a><p>--- Why bother building an alternative? We believe browsers will become the new operating systems, where we offload much bunch of our work to AI agents. But these agents will have access to all your sensitive data – emails, docs, on top of your browser history. Open-source, privacy-first alternatives need to exist.<p>We&#x27;re not a search or ad company, so no weird incentives. Your data stays on your machine. <i>You can use local LLMs with Ollama</i>. We also support BYOK (bring your own keys), so no $200&#x2F;month plans.<p>Another big difference vs Perplexity Comet: our agent runs locally in your browser (not on their server). You can actually watch it click around and do stuff, which is pretty cool! Short demo here: <a href="https:&#x2F;&#x2F;bit.ly&#x2F;browserOS-demo" rel="nofollow">https:&#x2F;&#x2F;bit.ly&#x2F;browserOS-demo</a><p>--- How we built? We patch Chromium&#x27;s C++ source code with our changes, so we have the same security as Google Chrome. We also have an auto-updater for security patches and regular updates.<p>Working with Chromium&#x27;s 15M lines of C++ has been another fun adventure that I&#x27;m writing a blog post on. Cursor&#x2F;VSCode breaks at this scale, so we&#x27;re back to using grep to find stuff and make changes. Claude code works surprisingly well too.<p>Building the binary takes ~3 hours on our M4 Max MacBook.<p>--- Next? We&#x27;re just 2 people with a lot of work ahead (Firefox started with 3 hackers, history rhymes!). But we strongly believe that a privacy-first browser with local LLM support is more important than ever – since agents will have access to so much sensitive data.<p>Looking forward to any and all comments!

[Other] Writing Bounds-Safe Code in C with Arrays

[Other] Measuring the impact of AI on experienced open-source developer productivity

[Other] Show HN: Ten years of running every day, visualized Today marks ten years, 3653 consecutive days, of running at least one mile every day under the USRSA rules [1]. To celebrate, I built an interactive dashboard that turns a decade of GPX files into charts you can explore.<p>Running has truly changed my life: I&#x27;ve made lifelong friends, explored beautiful places, and more importantly invested into my own health and fitness, which I&#x27;m starting to see the positive benefits as I get older.<p>The stack is pretty simple: a NextJS app, with a Postgres database to keep all my running data, and all the stats are pre-computed and cached in Redis, so I effectively only hit the database once a day when a new run is ingested. On the fronted, I toyed with the idea of using D3 or pre-existing data viz libraries, but ended up rolling my own using SVGs directly, it gave me more control on the visualizations.<p>I used the Strava bulk export to pre-populate the database, and I&#x27;m using their webhook API to do incremental updates. I have to tap into OpenWeatherMap and OpenCageDate to enrich the running data a little bit.<p>Happy to answer anything about the stack, data pipeline, or how I stayed motivated for 10 years!<p>[1] <a href="https:&#x2F;&#x2F;www.runeveryday.com" rel="nofollow">https:&#x2F;&#x2F;www.runeveryday.com</a> Run Streak Association rules: ≥ 1 mile per day

[DevOps] Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

[Other] Follow along with my AI Agents Masterclass videos! All of the code I create and use in this series on YouTube will be here for you to use and even build on top of!

[DevOps] The Kubernetes Package Manager

[Other] WordPress Develop, Git-ified. Synced from git://develop.git.wordpress.org/, including branches and tags! This repository is just a mirror of the WordPress subversion repository. Please include a link to a pre-existing ticket onhttps://core.trac.wordpress.org/with every pull request.

[Other] HNSW as abstract data structure: video intro to Redis vector sets

[Other] Show HN: Typeform was too expensive so I built my own forms Hey HN,<p>I&#x27;m a solopreneur and run a web design agency.<p>I create open-source apps, but I also work as a freelancer and designer. I was accepting any new freelance project via forms on my agency website.<p>I was using Typeform, but as time went by and more people submitted forms, it got more and more expensive. That time, I thought to use Google Form, but it was way too blocky and looked very unprofessional on my agency website.<p>So I thought to build my own forms for my own usage, and it turns out it almost doubled form submissions and inquiry calls.<p>I was happy, so I thought to build it for everyone and make it open-source.<p>I added AI functionalities using Vercel AISDK. I can generate forms almost instantly using AI and also added analytics AI so that users can talk with their forms—more like talk with their analytics data.<p>I&#x27;ve been building this publicly, sharing updates on my X account (preetsuthar17)<p>I hope this product will be as helpful to you as it was for me. Would love your feedback pls<p>Preet

[Other] No-code Algo Trading Builder - Build, Backtest, Execute! StratifyPro takes the time to build trading algos from weeks to minutes using our visual block builder and "Prompt-to-Strategy" AI intergration. ANYONE can build, test and execute (via API) automated trading strategies with StratifyPro! FREE USE OF BETA NOW!

[Other] One Click to Backup, Migrate, and Protect Office 365. Best utility to backup or migrate Office 365 to PST, MBOX, EML & more. Supports Gmail, Yahoo, Thunderbird, AOL, Hotmail, Zoho, iCloud, IMAP & Yandex Mail easily.

[Other] Developer Collaboration Made Simple The all-in-one platform Developer Collaboration Made Simple The all-in-one platform that brings your development team together. Code, collaborate, and ship faster with powerful tools designed for modern development workflows.

[Code Quality] Automated AI Code Review for Gitlab AI-powered code review assistant that connects to your GitLab repositories and provides intelligent feedback on merge requests

[Other] Super smart bug report forms, powered by AI Help users create professional bug reports with AI and sync them with GitHub Issues. Reduce back-and-forth, avoid duplicates or spam & help developers debug efficiently.

[Other] World's most powerful Al model (still, according to Elon) Grok 4 by xAI: Frontier AI that reasons deeply, creates boldly, and explores the universe with humor & insight. Advanced tools for coding, analysis, & more. Exclusive for SuperGrok/Premium+ users on grok.com & X. The future of helpful AI! 🚀

[CLI Tool] AI-powered terminal copilot: instant error fixes cmdr.ai is an open-source CLI tool that automatically detects failed shell commands, analyzes errors with AI (OpenAI, OpenRouter, Ollama, etc.), and suggests practical fixes right in your terminal. No more Googling errors—just instant, actionable help!

[Other] Build SaaS backends with AI and deploy in minutes Build and launch a complete API backend with AI or Code. Perfect for both beginners and seasoned developers.

[Other] Show HN: MCP server for searching and downloading documents from Anna's Archive I was looking around for an MCP server that could connect Anna&#x27;s Archive to Claude Desktop, as I wanted to be able to search and download books directly through the interface.<p>I couldn&#x27;t find any public implementations, so ended up building one myself.<p>What it does?<p>- It searches Anna&#x27;s Archive by keywords. - It downloads books from search results. - It works directly in Claude Desktop through MCP.<p>Check out the repository&#x27;s README for detailed installation and configuration instructions.<p>The code is fully open source and builds run on GitHub Actions for transparency.<p>I figured I&#x27;d share, since I couldn&#x27;t be the only one wanting this functionality!

[Other] A fast 3D collision detection algorithm I discovered this collision detection algorithm during COVID and finally got around to writing about it.<p>github repo: <a href="https:&#x2F;&#x2F;github.com&#x2F;cairnc&#x2F;sat_blog">https:&#x2F;&#x2F;github.com&#x2F;cairnc&#x2F;sat_blog</a>

[Other] MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba. Full multimodal LLM Android App:[MNN-LLM-Android](./apps/Android/MnnLlmChat/README.md). MNN TaoAvatar Android - Local 3D Avatar Intelligence: apps/Android/Mnn3dAvatar/README.md

[Other] 🚀 Strapi is the leading open-source headless CMS. It’s 100% JavaScript/TypeScript, fully customizable, and developer-first.

[API/SDK] Show HN: Pyhoff – Connect Python ML Models to Beckhoff/WAGO IO Hardware Built this Python package because I wanted to run hardware controlling ML stuff and other control algorithms directly connected to industrial I&#x2F;O hardware without jumping into annoying PLC toolchains (Windows only, licensing hassle, no editor choice, proprietary version control - you name it). For sure its not for ms‑cycle loops, or uptime critical production stuff, but in applications with relaxed timing it allows for fast iteration on the setup - making prototyping a pleasure. Its easy to use, has no dependencies beside Python, its fully type annotated and MIT licensed. Internal it uses ModBus&#x2F;TCP for hardware communication, the implementation is exposed, so it co-serves as ModBus&#x2F;TCP client library.<p>I&#x27;d love to hear your use cases, feature ideas and PLC toolchain stories ;)<p>Docs: <a href="https:&#x2F;&#x2F;nonannet.github.io&#x2F;pyhoff" rel="nofollow">https:&#x2F;&#x2F;nonannet.github.io&#x2F;pyhoff</a>

[CLI Tool] Show HN: Snub – A fast, lightweight file search CLI for Windows (written in C) built snub, a fast and lightweight recursive file search tool for Windows, written in modern C (C17). File Explorer and PowerShell often crawl on large codebases — so I wrote something that doesn’t.<p>snub is: - Fully multithreaded - Avoids indexing entirely - Supports globbing, size&#x2F;date filters, result limiting, and JSON output - Packaged as a single small executable<p>No dependencies. Just raw C and the WinAPI.<p>GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;seeyebe&#x2F;snub">https:&#x2F;&#x2F;github.com&#x2F;seeyebe&#x2F;snub</a><p>Would love feedback on C idioms, WinAPI practices, or ideas for portability and better build flow.

[Code Quality] Show HN: I rewrote an outdated React Native map clustering library Hey Hacker News,<p>I&#x27;m a long-time lurker and wanted to share a project I just finished building.<p>Like many React Native developers, I needed to add marker clustering to a map in my app. The most popular library for this, react-native-maps-clustering, was fantastic in its day but has become outdated and no longer works with modern versions of Expo, React Native, and their dependencies.<p>After hitting a wall of compatibility issues, I decided to take on the challenge of rewriting it from the ground up, focusing on a modern toolchain and a better developer experience.<p>The journey was a lot more challenging than I anticipated. It turned into a deep dive into solving dependency hell with different versions of @types&#x2F;react, wrestling with build tool configurations for pnpm, bob, and ESLint, and ensuring everything was strictly typed with TypeScript. It felt like a classic case of yak shaving, but I was determined to create a solution that &quot;just works&quot; for developers today.<p>The result is RN Super Cluster, a performant, fully-typed, and easy-to-use clustering library for react-native-maps.<p>What it does: It provides a &lt;ClusteredMapView &#x2F;&gt; component that you can use as a drop-in replacement for the standard &lt;MapView &#x2F;&gt;. Any &lt;Marker &#x2F;&gt; components you place inside will be automatically clustered.<p>Key Features:<p><pre><code> Modern &amp; Maintained: Built with a modern toolchain and designed to be actively maintained. Fully-Typed: Written entirely in TypeScript to prevent common errors and improve autocompletion. High-Performance: Uses supercluster under the hood for extremely fast geospatial clustering. Spiderfier: At the maximum zoom level, overlapping markers automatically &quot;spiderfy&quot; (spread out on a spiral) so they can be individually tapped. Customizable: You can provide your own custom components for rendering clusters, and callbacks for handling press events. </code></pre> This was a passion project born out of necessity, and I hope it can save other React Native developers the headaches I went through.<p>I would love to get your feedback, and contributions are more than welcome!<p>GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;suwi-lanji&#x2F;rn-maps-clustering">https:&#x2F;&#x2F;github.com&#x2F;suwi-lanji&#x2F;rn-maps-clustering</a> NPM: <a href="https:&#x2F;&#x2F;www.npmjs.com&#x2F;package&#x2F;rn-maps-clustering" rel="nofollow">https:&#x2F;&#x2F;www.npmjs.com&#x2F;package&#x2F;rn-maps-clustering</a><p>Thanks for checking it out!

[Other] Time tools built for freelancers. We're excited to share our new app – a time calculator designed to help you quickly calculate hourly rates, track time, and perform useful operations like adding, subtracting, multiplying, or dividing time

[Other] AI-powered design workflows, professional-grade control Weavy is a node-based design platform for creative pros. Combine any AI model with pro editing tools in a single canvas. Don’t just generate assets - build reusable design machines. That’s Artistic Intelligence: where your craft meets AI. Try Weavy today.

[Monitoring/Observability] Shell history & file monitoring sync File Monitor watches text files likezsh_history orbash_history, automatically saving the latest command lines so you can quickly search and never forget your terminal history.

[Other] Job application tracker Track your job applications and manage your job search process efficiently.

[Other] Has AI made you smoothbrained? Test yo' self! Are you still a dev lord or just chatGPT's lil" biyatch? Well the Dev Atrophy Test aims to uncover who out there still has the raw dog coding skills buried deep inside their AI-laced cerebral cortex.

[Other] Mac software management that is easier than making toast! Never package Mac software again! Effortlessly deploy and maintain third-party applications on your macOS endpoints for pennies a day with Automata Deploy. Cloud-based, MDM-agnostic, and makes managing Mac software as easy as checking a box.

[Monitoring/Observability] A self-hosted open-source CheckCle is a self-hosted, open-source monitoring platform for seamless, real-time full-stack systems, applications, and infrastructure. It provides real-time uptime monitoring, distributed checks, incident tracking, and alerts. All deployable anywhere.

[Other] Slash Stripe fees with automated, editable invoices Envilo automates Stripe invoicing for one-time & subscription payments while letting clients edit details themselves—eliminating fees and admin work. No per-invoice charges. Try free for 7 days (no card needed) - 44% OFF!

[API/SDK] API of live data stream of VC fundings & acquisitions LeadsOnTrees is proud to launch our VC Fundings & M&A API

[Other] AI you can trust - Structured reasoning, zero hallucinations Boost your development productivity with LLM Booster. MCP that follows structured decision trees, prevents hallucinations and generates code that works on the first try. Ideal for developers seeking precision and efficiency.

[Other] #Developer Tools #Design Tools #Open Source Shotify is a free, open-source tool to beautify your screenshots. With Windows support, a browser extension, and a quick shortcut (Alt + Shift + S), it's perfect for devs & designers to create styled visuals in seconds. Try it now!

[Other] Helm local code execution via a malicious chart – CVE-2025-53547

[Other] Brut: A New Web Framework for Ruby

[Other] Show HN: Track the AI-generated code in your repo

[Other] Show HN: Dashboard tracking all GitHub PRs and analyzing Code Agent activity Hi HN,<p>We are researchers from ETH Zurich interested in the real-world adoption and impact of Code Agents.<p>To measure this, we built a dashboard, scraping all public PRs on GitHub, analyzing which are created by different code agents (Codex, Jules, Copilot, Devin, etc.), and measuring their merge rates, sliced by various repository and PR characteristics.<p><a href="https:&#x2F;&#x2F;insights.logicstar.ai" rel="nofollow">https:&#x2F;&#x2F;insights.logicstar.ai</a><p>Since mid-May, we&#x27;ve analyzed over 10 million PRs and already found some interesting trends:<p>Usage is high, but shallow. Agents submit ~7% of all PRs overall, but only ~1–2% on popular repos. Most activity is in low-star or experimental projects.<p>Merge rates vary drastically. On low-traffic repos, some agents get 90%+ of their PRs merged. On popular projects, that can drop to &lt;25%.<p>Pre-review helps. Agents that require human-in-the-loop review (e.g., Jules, Codex) have 30–50% higher merge rates than Copilot-style fire-and-forget PRs.<p>Bias toward new code. Agent PRs mostly add code. Refactorings and deletions are rare.<p>If you have ideas for what other characteristics we should look at let us know or play with the code yourself

[Other] Show HN: Jukebox – Free, Open Source Group Playlist with Fair Queueing Hey HN,<p>I built Jukebox because I got frustrated with group music apps and Spotify’s limitations (not everyone has Spotify, and collaborative playlists are still too easily dominated by one person). Jukebox is a web app that lets you create a group queue—anyone can join via link, add YouTube songs, and the system automatically rotates songs so everyone gets a fair turn (no more playlist hogs).<p>Web-based, no accounts, no installs.<p>Drop in a YouTube link or search and add music instantly.<p>Songs rotate in round-robin order (so even if one person adds ten songs, nobody else is skipped).<p>Entirely open source (MIT), self-hostable with Docker, privacy-friendly.<p>Live demo: <a href="https:&#x2F;&#x2F;jukeboxhq.com" rel="nofollow">https:&#x2F;&#x2F;jukeboxhq.com</a><p>Code: <a href="https:&#x2F;&#x2F;github.com&#x2F;skeptrunedev&#x2F;jukebox">https:&#x2F;&#x2F;github.com&#x2F;skeptrunedev&#x2F;jukebox</a><p>I made this as a stress-relief project while pivoting my actual startup (Trieve) and used it to practice UI&#x2F;UX (neo-brutalist design, drag-and-drop), plus experiment with AI pair coding.<p>Would love your feedback or feature ideas!

[Other] Show HN: Smart Switcher - data driven tool to improve the window switching Hello, my name is Andrew. I&#x27;m an indie developer and I&#x27;m excited to release Smart Switcher for Windows 10&#x2F;11. I&#x27;m looking for feedback on the overall project and the application itself.<p>I built this because I couldn&#x27;t find a window switching&#x2F;management solution that worked for me. I tried all kinds of different solutions, virtual desktop extensions, obscure GUI window managers, you name it. Overtime I realized I wanted something that prioritizes one window at a time, is keyboard driven with has minimal if no GUI elements. I figured this part out, but knew something was missing. I had my eureka moment when I realized I could combine my switching method with a prediction algorithm. This led to the creation of Smart Switcher.<p>Smart Switcher is a data driven window switcher aimed at improving the overall window switching experience. It logs data on your windows switching, then a prediction algorithm analyzes this data and uses it to predict which window you would want to switch to next. When you need to switch windows, you press the switch shortcut to switch to the next predicted window. If this isn&#x27;t the window you wanted, press the override shortcut to switch to the next most likely window. You can press the override shortcut as many times as needed until you arrive at your desired window.<p>It’s a paid app with a demo and trial version. There is a introductory discount and some additional discount tiers for early adopters.<p>Any feedback is appreciated! Thanks!

[Other] This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

[Other] A Collection of application ideas which can be used to improve your coding skills.

[Other] 24 channel, 100Msps logic analyzer hardware and software

[Other] Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

[Other] Show HN: OffChess – Offline chess puzzles app Hi HN!<p>I&#x27;m the developer of rdx, a mildly popular ad-free, privacy and user friendly Reddit client. This time, I made something for a very specific use case: solving chess puzzles with no internet.<p>Why? Well, my Wi-Fi is terrible in the bathroom—and that&#x27;s where I do some of my best thinking. I tried printing out “mate in X” puzzles to solve offline, but they weren’t fun without interaction. So I built OffChess.<p>OffChess is an iPhone&#x2F;Android app that contains over 100,000 chess puzzles, fully offline and completely ad-free. You can solve puzzles by category (Mate in 1&#x2F;2&#x2F;3&#x2F;4&#x2F;5, tactics like pins&#x2F;forks&#x2F;skewers, or openings like Sicilian&#x2F;French, etc). You gain or lose points based on how you perform, so there&#x27;s a light rating system to keep things engaging.<p>No accounts, no tracking, no monthly subscriptions, no internet required. Just pure, old-school tactical chess training, wherever you are.<p>You can check out the iPhone&#x2F;iPad app at <a href="https:&#x2F;&#x2F;apps.apple.com&#x2F;us&#x2F;app&#x2F;chess-puzzles-offchess&#x2F;id6744736661?platform=iphone">https:&#x2F;&#x2F;apps.apple.com&#x2F;us&#x2F;app&#x2F;chess-puzzles-offchess&#x2F;id67447...</a> or the Android app at <a href="https:&#x2F;&#x2F;play.google.com&#x2F;store&#x2F;apps&#x2F;details?id=com.offchess">https:&#x2F;&#x2F;play.google.com&#x2F;store&#x2F;apps&#x2F;details?id=com.offchess</a><p>Would love feedback, bug reports, or suggestions.<p>Thanks!

[Other] TIL you can make "GIFs" with SVGs for GitHub README.md files

[Other] Leveraging Elixir's hot code loading capabilities to modularize a monolithic app

[CLI Tool] Claude code usage analysis tool Learn how to analyze your Claude Code token usage and costs with ccusage CLI tool. Fast, informative tutorials and examples.

[Other] Own your Auth without Subscription Authgear ONCE is a self-hosted IAM solution that puts you in full control—no subscriptions, no limits. Pay once and own your identity management with powerful, flexible features designed for privacy and ease of deployment. Take back control today!

[API/SDK] Free open-source connectors for data analysts Missing the data you need to build reports? This is a 100% free, open-source library of JavaScript connectors built for data analysts to collect data from ads tools, CRMs, or any possible API - into Sheets or BigQuery. No SaaS contracts. No vendors. Secure.

[Other] Ship App‑Store‑ready mobile apps with AI agents Build and ship App Store ready mobile apps with AI agents. Design visually with full control. Agents handle auth, payments, CMS & more. Tile gives you full-code output and built-in infra so you can launch real apps, fast, without DevOps.

[IDE/Editor] Python playground for rapid prototyping RunPy is a minimalist desktop app for writing and running Python code, designed for rapid prototyping. Available for macOS, Windows, and Linux.

[Other] Never miss a competitive coding contests again. Track upcoming coding contests from Codeforces, LeetCode, CodeChef and more. Bookmark, set reminders, get notified, and stay prepared.

[Code Quality] AI-Powered Security Auditing for Developers SynapseAudit is an AI-powered security tool for developers, detecting 50+ code vulnerabilities across 20+ languages using LLMs like GPT-4. It offers inline fixes, test case generation, and full local analysis—privacy-first, seamless, and GitHub-integrated.

[Other] Your Model. Your Data. Your IP. InsurancGPT is a secure, private LLM tailored for the insurance industry. It helps insurers, MGAs, and brokers automate underwriting, streamline claims, and ensure compliance without black-box APIs or vendor lock-in.

[Other] eady.Batch download Binance Klines. GUI tool. AI ready 🚀 Automate your Binance data pipeline! Download Binance perpetual contract Kline (candlestick) data in bulk for multiple symbols and timeframes. Perfect for backtesting and AI model training. Start automating your trading data collection today!

[API/SDK] DocAPI – Instantly Turn Google Sheets into a Powerful API DocAPI by DataFetchPro lets you connect your Google Sheets to the web in seconds — no coding required. Whether you're building dashboards, automating workflows, or integrating with apps, DocAPI exposes your spreadsheet data as secure, scalable RESTful APIs.

[Other] The Voice OS for Developers Control your dev workflow with your voice. End the mentally expensive context switching that takes up almost half your day by skipping the alt-tabbing, clicking, and typing. Just speak to deploy, document, or debug. Powered by MCP, Saga keeps you in flow.

[Other] Overlay Figma & screenshots directly on-screen for fast QA DesignSync helps UI/UX designers and developers quickly validate visual accuracy. You can overlay any design asset — like Figma exports, screenshots, or mockups — directly on your screen, then adjust opacity, alignment, and capture annotated feedback.

[DevOps] The framework for building & shipping MCP applications Designed with DX in mind, this open-source project streamlines development and makes it easier to build and deploy powerful tools on the Model Context Protocol ecosystem.

[CLI Tool] The best DX for building voice AI Command-line interface that brings world-class DX to voice AI development. Drop Vapi into any project with one command, debug webhooks locally, and turn your IDE into a Vapi expert with MCP integration.

[Other] Analyzing database trends through 1.8M Hacker News headlines

[API/SDK] Show HN: I built a single API to post on all social platforms Building integrations for TikTok, X, Facebook, Instagram, YouTube, and LinkedIn got frustrating with how different every platform is with auth setup, rate limits, and media requirements. So we built Post for Me: one REST API that handles scheduling and publishing posts for TikTok, Facebook, Instagram, X, YouTube, LinkedIn, Pinterest, Bluesky, and Threads.<p>It&#x27;s built for developers. You bring your own app credentials from the social platform, so you&#x27;re in control of your data. There&#x27;s no limitations on account connections, and pricing is based on usage (not some arbitrary limitations). We wanted the API we wish we had when we first started.<p>What it does - A single POST replaces a dozen different calls - Pay-per-post metered pricing (volume discounts) and a free tier (no seat fees) - Cascading configs: set captions&#x2F;media globally, then override per platform or account<p>Try it at <a href="https:&#x2F;&#x2F;www.postform.dev" rel="nofollow">https:&#x2F;&#x2F;www.postform.dev</a>. Would love feedback, bug reports, or architecture questions!

[Other] Show HN: Gore – A Doom Engine Port in Go Hi HN,<p>I’ve been working on Gore – a port of the classic Doom engine written in pure Go, based on a ccgo C-to-Go translation of Doom Generic. It loads original WAD files, uses a software renderer (no SDL or CGO, or Go dependencies outside the standard library). Still has a bit of unsafe code that I&#x27;m trying to get rid of, and various other caveats.<p>In the examples is a terminal-based renderer, which is entertaining, even though it&#x27;s very hard to play with terminal-style input&#x2F;output.<p>The goal is a clean, cross-platform, Go-native take on the Doom engine – fun to hack on, easy to read, and portable.<p>Code and instructions are at <a href="https:&#x2F;&#x2F;github.com&#x2F;AndreRenaud&#x2F;Gore">https:&#x2F;&#x2F;github.com&#x2F;AndreRenaud&#x2F;Gore</a><p>Would love feedback or thoughts.

[Other] Automatically Packaging a Haskell Library as a Swift Binary XCFramework

[Other] Show HN: Doc81 – tech documentation tool designed in AI-native mind Hello HN!<p>As a EM, I recently asked for a &quot;good&quot; handoff doc to my engineers who&#x27;re leaving, but without proper structure, the first draft was pretty crappy. Studying and thinking hard about what readers(i.e., me) might want on header level and what would be a good representation in each section, we came up with a good template for handoff doc. The result was fantastic. I think we all can write better with a proper format and template. That is where I came up with this idea, doc81.<p>Have fun, and let me know what you think!

[Other] Show HN: Unlearning Comparator, a visual tool to compare machine unlearning I built Unlearning Comparator, a visual analytics toolkit to help researchers and developers compare how different machine unlearning methods work. It provides a unified workflow to test for accuracy, efficiency, and privacy. You can check out the live demo linked in the post, and the source code is on GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;gnueaj&#x2F;Machine-Unlearning-Comparator">https:&#x2F;&#x2F;github.com&#x2F;gnueaj&#x2F;Machine-Unlearning-Comparator</a> Our accompanying paper is currently under review at IEEE TVCG. Happy to answer any questions and would love to hear your feedback!

[Other] Show HN: Interactive pinout for the Raspberry Pi Pico 2 I&#x27;ve been trying to make accessible and beautiful GPIO pinouts since I started one for the Raspberry Pi in 2013 [1]. I&#x27;ve since given the Raspberry Pi Pico [2] and Pico 2 [3] microcontrollers the same treatment when they launched.<p>Recently I&#x27;ve updated these with a new &quot;Upside-down&quot; view to complement the rear view, giving a pinout in the right orientation to match your project.<p>The Pico sites are all hand-coded single HTML pages with supporting CSS and minimal JS. They are set up to optionally install as a &quot;Desktop&quot; web app. They also degrade into a somewhat usable table in lieu of CSS and use vector graphics (for the board itself) to be viewable and printable at any size.<p>Finally, hidden behind &quot;Advanced&quot; is a pinout of the test pads and special function pins!<p>[1] - <a href="https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20130505194305&#x2F;pi.gadgetoid.com&#x2F;pinout" rel="nofollow">https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20130505194305&#x2F;pi.gadgetoid.com&#x2F;...</a> [2] - <a href="https:&#x2F;&#x2F;pico.pinout.xyz" rel="nofollow">https:&#x2F;&#x2F;pico.pinout.xyz</a> [3] - <a href="https:&#x2F;&#x2F;pico2.pinout.xyz" rel="nofollow">https:&#x2F;&#x2F;pico2.pinout.xyz</a>

[Other] Show HN: Integrated System for Enhancing VIC Output ISEVIC stands for Integrated System for Enhancing VIC output and is a cartridge for the C64 that uses the Tang Nano 20K FPGA to monitor the bus and recreate the C64 video for HDMI output. While a tremendous effort has gone into handling all the clever C64 tricks, this should be considered a 1.0 release as there are still some demos and games that exhibit bugs. Everything needed to build one is on the github page.

[Other] Show HN: NYC Subway Simulator and Route Designer Hello HN!<p>As a long term NYC resident, I have read countless articles on ideas tweaking subway services, but always found them hard to follow without visual aid. So over the long weekend I decided to build one. It has all the basic features: trains would spawn at their origin, stop at stations, and slow down if it gets too close to another. You can also design custom routes by piecing tracks together.<p>Have fun, and let me know what you think!

[Other] Source Code for Sigma Web Development Course

[Other] What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

[Other] AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

[Other] Open Source realtime backend in 1 file

[API/SDK] A unified API for meeting bots. meetstream.ai is an unified API & infrastructure platform that provides a single API for meeting bots to join, record, analyze & push meeting data to CRMs, PMSs - helping your team focus on the actual AI development

[Other] Generate Instant AI-Powered GitHub READMEs in One Click RepoRead.AI is your AI-powered README autopilot! Instantly generate clean, professional, and customizable READMEs straight from your GitHub repo. Save hours, impress users, and ship polished projects faster. Perfect for devs, teams, and open-source pros!

[Other] Enchance Your Wordpress Content With AI Enhance your WordPress content with AI-powered SEO optimization tools. AutoBoostSEO helps optimize your blogs, pages, and products for better search rankings.

[Other] Advanced solana bundler & mev trading bot Bubbl3r is the most advanced Solana bundler and MEV trading bot. Bundle transactions, manage multiple wallets, trade memecoins with privacy protection. Lightning-fast Solana trading automation.

[Other] Control cards, members & fields across Trello boards Set global and per-card rules in Trello to automate member management. Post automatic comments showing changes in custom fields, labels, dates, and checklists. Copy fields, labels, and lists between boards. No code needed.

[API/SDK] Resume builder AI Resume Refiner: Upload your resume & job description to our AI-powered site. Using Open API, it tailors your resume with job-specific keywords, ATS-friendly formatting, & polished content. Get instant feedback & a refined resume

[Other] Automate CV / Resume Screening With automated compatibility scoring, recruiters can build a workflow that screens CVs instantly, then: ✅ sends an interview-scheduling link to matching candidates ✅ triggers a polite rejection email to those who don’t meet criteria

[Other] Simplest backend for AI coding - Open source OneNode is the simplest backend for AI coding. The backend development doesn't have to be complicated anymore.

[Other] Customize folder color & icon & text Iconize Folder is a tool that lets you easily customize folder colors, icons, and text to enhance visual appeal and improve file management efficiency.

[API/SDK] One API for all AI models Forge is the fast, secure way to connect and run AI models across providers—no more fragmented tools or infrastructure headaches. Just 3 lines of code to switch. OpenAI-compatible. Privacy-first.

[API/SDK] Build voice agents in seconds Build smart voice agents in minutes — no code needed. Automate calls, support, and scheduling with powerful AI workflows.

[API/SDK] High-resolution logos for banks with a single API call. High-resolution logos for over 1,000+ banks worldwide with a single API call. Perfect for financial apps and fintech solutions.

[Other] Doorknocking app for municipal elections in Canada Professional digital canvassing app for Alberta municipal elections. Door-to-door campaign tools, voter outreach, and real-time analytics for independent candidates in Edmonton, Calgary, and surrounding areas.

[Other] Analyze sec filings in seconds, right when they come out Instantly analyze SEC filings with AI. Save hours of research time with our Chrome extension that provides comprehensive analysis of 10-K, 10-Q, and 8-K reports.

[Other] Automate client communication and project updates with ease. SimpleClientHQ is a sleek tool for freelancers to automate client updates, project tracking, and file sharing—freeing up time and reducing repetitive communication. Built to save hours of back-and-forth.

[Database] Database schema visualization & security Transform your database workflow with PandaView. Generate ERD diagrams, detect vulnerabilities, analyze performance, and optimize your database schema with our beautiful visualization tool.

[Other] Show HN: CXXStateTree – A modern C++ library for hierarchical state machines Hi HN!<p>I&#x27;ve built [CXXStateTree](<a href="https:&#x2F;&#x2F;github.com&#x2F;ZigRazor&#x2F;CXXStateTree">https:&#x2F;&#x2F;github.com&#x2F;ZigRazor&#x2F;CXXStateTree</a>), a modern C++ header-only library to create hierarchical state machines with clean, intuitive APIs.<p>It supports: - Deeply nested states - Entry&#x2F;exit handlers - State transitions with guards and actions - Asynchronous transitions with `co_await` (C++20 coroutines) - Optional runtime type identification for flexibility<p>It&#x27;s ideal for complex control logic, embedded systems, games, robotics, and anywhere you&#x27;d use a finite state machine.<p>I’d love feedback, use cases, or contributions from the community!<p>Repo: <a href="https:&#x2F;&#x2F;github.com&#x2F;ZigRazor&#x2F;CXXStateTree">https:&#x2F;&#x2F;github.com&#x2F;ZigRazor&#x2F;CXXStateTree</a>

[Other] Show HN: I built a website to summarize Tech Twitter each day Hey folks, I built this as a nightly job that pulls the tweets from a burner account I made, then passes it to GPT-4.1 to summarize alongside some recent headlines: <a href="https:&#x2F;&#x2F;github.com&#x2F;neelsomani&#x2F;tweet-insight-daily&#x2F;blob&#x2F;main&#x2F;scripts&#x2F;lambda_function.py">https:&#x2F;&#x2F;github.com&#x2F;neelsomani&#x2F;tweet-insight-daily&#x2F;blob&#x2F;main&#x2F;...</a>

[CLI Tool] Backlog.md – CLI that auto-generates task files (took my Claude success to 95 %)

[Other] Show HN: Simple wrapper for Chrome's built-in local LLM (Gemini Nano) Chrome now includes a native on-device LLM (Gemini Nano) starting in version 138. I&#x27;ve been building with it since it was in origin trials, it&#x27;s powerful but the official Prompt API is still a bit awkward:<p>- Enforces sessions even for basic usage<p>- Requires user-triggered downloads<p>- Lacks type safety or structured error handling<p>So I open-sourced a small TypeScript wrapper I originally built for other projects to smooth over the rough edges:<p>github: <a href="https:&#x2F;&#x2F;github.com&#x2F;kstonekuan&#x2F;simple-chromium-ai">https:&#x2F;&#x2F;github.com&#x2F;kstonekuan&#x2F;simple-chromium-ai</a><p>npm: <a href="https:&#x2F;&#x2F;www.npmjs.com&#x2F;package&#x2F;simple-chromium-ai" rel="nofollow">https:&#x2F;&#x2F;www.npmjs.com&#x2F;package&#x2F;simple-chromium-ai</a><p>- Stateless prompt() method inspired by Anthropic&#x27;s SDK<p>- Built-in error handling and Result-based .Safe.* variants with neverthrow<p>- Token usage checks<p>- Simple initialization that provides a helper to trigger downloads (must be triggered by user action)<p>It’s intentionally minimal for hacking and prototyping. If you need fine-grained control (e.g. streaming, memory control), use the native API directly:<p><a href="https:&#x2F;&#x2F;developer.chrome.com&#x2F;docs&#x2F;ai&#x2F;prompt-api" rel="nofollow">https:&#x2F;&#x2F;developer.chrome.com&#x2F;docs&#x2F;ai&#x2F;prompt-api</a><p>Would love to hear what people build with it or any feedback!

[Other] opencode: AI coding agent, built for the terminal

[Other] Chromium fork named after radioactive element No. 90. Windows and MacOS/Raspi/Android/Special builds are in different repositories, links are towards the top of the README.md.

[DevOps] Show HN: GraphFlow – A lightweight Rust framework for multi-agent orchestration It all started with a conversation among friends about limitations in current multi-agent orchestration frameworks. We faced issues like limited control over agent memory and state, complicated persistence, scaling problems, and lack of type safety in Python-based tools. These challenges inspired us to try something different. The result was GraphFlow, a Rust-based lean framework for orchestrating multi-agent workflows that&#x27;s simple, scalable, and robust. Its key features include: Graph-based orchestration: Easily define workflows using nodes and edges. Lean Execution Engine: A minimal and efficient graph executor &#x2F; state machine implementation. Clear Memory Management: Direct and transparent handling of agent states. Simple DB Schema: Easy-to-understand schema for persistence and state tracking. High Performance: Native Rust performance with low overhead and easy scaling. Type Safety: Rust&#x27;s type system reduces runtime errors. GraphFlow is open-source ofc and aims to solve real-world problems we&#x27;ve experienced firsthand. We&#x27;d love your feedback!

[Other] Show HN: ParsePoint – AI OCR that pipes any invoice straight into Excel Hi HN,<p>I run a small ecommerce shop and, until recently, spent way too many evenings copy-pasting supplier invoices into Excel so my books stayed clean and my expense tracking was granular. It finally hit me that I’d rather invest that time in code than in Ctrl-C&#x2F;Ctrl-V, so I built ParsePoint.app.<p>Why I built it • Manual invoice entry was swallowing 4 hours every month. • Accounting software APIs felt heavyweight for my use-case; I really just wanted clean rows in a spreadsheet. • I love tinkering with AI models and needed an excuse to spin one up in production.<p>What it does 1. Upload a PDF (or forward an email). 2. ParsePoint’s AI OCR extracts line-items, amounts, tax, dates, etc. 3. Download a ready-to-pivot Excel&#x2F;CSV file or hit the API to drop the data wherever you like.<p>Under the hood • Frontend: React • API: .NET 8, PostgreSQL • AI layer: an open-source VLLM model fine-tuned for document layouts<p>Outcome so far • My own workload: from 4 hours&#x2F;month to less than 10 minutes. • Early beta testers (other solo-store owners) report similar time savings and fewer bookkeeping errors. • The pay-as-you-go credit system means no subscriptions or lock-ins—use it only when you need it.<p>I’d love feedback on the tech approach, pricing model, or anything that looks off. All comments welcome, and I’m here to answer every question.<p>Thanks for reading! Marcin – maker of ParsePoint.app

[DevOps] Show HN: Virby, a vfkit-based Linux builder for Nix-Darwin Virby is a module for nix-darwin that configures a lightweight linux VM as a remote build machine for nix, allowing linux packages to be built on macOS.

[Other] Show HN: BreakerMachines – Modern Circuit Breaker for Rails with Async Support BreakerMachines is a production-ready circuit breaker for Ruby&#x2F;Rails with built-in async&#x2F;fiber support, fallback chains, and rich monitoring. Unlike existing gems, it handles modern Ruby&#x27;s fiber scheduler and avoids dangerous thread timeouts.

[Other] Ruby 3.4 frozen string literals: What Rails developers need to know

[Other] Tooliya Tooliya is a clean, fast, all-in-one online toolbox. From password generation to unit conversion and text tools, everything is just a click away. No ads, no clutter—just essential tools for everyday tasks, built with simplicity and speed in mind.

[Monitoring/Observability] The best debugging companion for iOS and Android apps Built from the ground up for mobile developers. Monitor network requests, logs, and events in real-time. Debug faster, ship with confidence. Start now and integrate the LogDog SDK within your Android or iOS application.

[Other] Free aws service icons for download in svg & png The ultimate library for free AWS service icons. Download official Amazon Web Services icons in both SVG and PNG formats, with AI-powered search and recommendations.

[Other] Smart image placeholders for fast UI prototyping Generate fast, customizable placeholder images for your websites and projects. Free, open-source API with flexible sizing and format options.

[Other] High-Quality Docs. Articles in Seconds AotoDocs, a desktop tool that helps you generate professional-grade documentation using Google Powered AI — tailored for technical writers, support teams, and developers. Software-as-a-Service? Nah. This is Software-as-a-Download. You install it. You own it.

[Other] Show HN: News Alert - Real-time global news monitoring with keyword alerts Built a 24&#x2F;7 news monitoring service that sends instant email alerts when your keywords appear in breaking news worldwide.<p><pre><code> Key features: • Real-time alerts from global news sources • Custom keyword tracking • Smart filtering to prioritize important news • Perfect for investors, traders, and business professionals</code></pre>

[Other] Ceramic: A cross-platform and open-source 2D framework in Haxe

[Other] Master programming by recreating your favorite technologies from scratch.

[Monitoring/Observability] Production-grade client-side tracing, profiling, and analysis for complex software systems.

[DevOps] The flexible backend for all your projects 🐰 Turn your DB into a headless CMS, admin panels, or apps with a custom UI, instant APIs, auth & more.

[DevOps] Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

[Other] Gecode is an open source C++ toolkit for developing constraint-based systems

[Other] Turn your code into a moving target. Stop crackers with P-AI PolymorphShield is an AI-powered dynamic code mutation engine built to fight software cracking and piracy. It takes any code and transforms it into a completely unique, obfuscated, and restructured version — every time it's compiled

[IDE/Editor] Frontend learning redefined: build, test, and grow fast Frontend Mastery helps you learn HTML, CSS, JS & React by building real projects in a browser-based IDE. It features a project roadmap, live preview, integrated docs (MDN, GitHub, StackOverflow), and a console for debugging. Learn by doing.

[Other] SquardTech is a leading IT solutions company SquardTech is a leading IT solutions company specializing in custom software development, mobile app and web development, DevOps consulting, and digital transformation services. With a focus on performance, reliability, and client success,

[Other] Free dev tools: format, validate, convert code DevToolLab provides free tools for devs to format, validate, & convert code like JSON, YAML, HTML, CSS. No signup needed, just simple utilities to boost your workflow. Built by developers for developers try it out & share your feedback to help us improve!

[API/SDK] Email Engine Platform ZBounce Email Engine Platform offers a full spectrum of email-related services, accessible via our REST and gRPC APIs.

[IDE/Editor] Your AI coding sidekick that never leaves your side Sidekick is an AI coding assistant that runs locally. Write and fix code without cloud uploads. Features file access, terminal integration, and multiple AI providers for secure development.

[Other] bulk plugins installer for WordPress via browser extension WPBulkify is a browser extension that lets you quickly install WordPress plugins on a website. If you work in Customer support or even as a Developer, you know how long it can take to manually locate and install a plugin from the official repo.

[API/SDK] Fintech prodoct to communicate with Banks by EBICS protocol. EBICS API Client is a self-hosted Docker microservice with REST API for connecting to EU banks via the EBICS protocol. Supports key exchange, SEPA payments, statements, scheduling, and works with most German, French, and Austrian banks.

[Other] Free online tools & utilities Discover Weblaro, your go-to platform for a wide range of free online web tools including SEO utilities, text converters, code formatters, and more.

[Other] Send BTC from cold storage with total peace of mind. A 100% client-side tool for the online parts of an air-gapped Bitcoin (BTC) transaction workflow. Fetch UTXOs & broadcast signed transactions without exposing your private keys to an online machine. Built with the same "paranoid" mindset for maximum security.

[Other] Cron scheduler for devs | smart retries & extended timeouts Built for developers: schedule webhooks, run background jobs, and automate HTTP requests with smart retries, long timeouts, and real-time logs. No bloat, just reliable cron scheduling.

[Other] Track your expenses with a local-first C# finance app. Full-source Blazor finance app for devs who want control. Track expenses offline withNET + SQLite, modular architecture, and full C# code included. No cloud, no lock-in. Build on it, learn from it, or launch your own tool. 💻💸

[Other] Design and code resources to learn Swift, SwiftUI DevTutor helps developers build beautiful SwiftUI apps with ease. It offers copyable code examples and live UI previews to help you quickly understand and apply each component.

[Other] Show HN: MCP-123, a 2-line MCP server/client (Windows-friendly) Got tired of every MCP example being overly verbose, or needing Docker or Mac-only scripts, so I threw together MCP-123. Point it at a tools.py, run `server.run_server(...)`, and the client auto-discovers&#x2F;calls functions with OpenAI. I hope this is useful to you all.

[Database] Show HN: Tinykv – Minimal file-backed key-value store for Rust I built tinykv because I kept reaching for simple persistent storage in Rust projects but found existing solutions either too complex (sled) or unmaintained (pickledb).<p>tinykv focuses on simplicity: JSON-based, serde-powered, with optional TTL. Perfect for CLI tools, game saves, config storage.<p>Would appreciate any feedback from the HN community!

[DevOps] macOS inside a Docker container.

[Other] Show HN: Ncrypt – Query encrypted files privately with FHE Hey HN,<p>We&#x27;re building ncrypt, an open-source encrypted file manager that allows you to store, manage, and privately query your files using fully homomorphic encryption (FHE). This project originally started as a simple SFTP-like CLI for my personal S3 buckets which I used to send and retrieve encrypted files and have more granular control over key rotation.<p>As the number of files that I was storing grew, file discovery started to become a problem, and I found myself frequently having to download and decrypt files to inspect their contents. Rather than leaving them unencrypted in S3 and therefore easier to search, I started looking into the concept of searching over encrypted data using fully homomorphic encryption. This led me to Zama&#x27;s concrete-python library (<a href="https:&#x2F;&#x2F;github.com&#x2F;zama-ai&#x2F;concrete">https:&#x2F;&#x2F;github.com&#x2F;zama-ai&#x2F;concrete</a>), which provides a simple Python interface for performing FHE operations.<p>FHE is notoriously slow, so rather than trying to search over entire files I focused on a more tractable problem, indexing and searching over file metadata (summaries, keywords, embeddings, etc) which was small enough to make search practical. While still not fast compared to traditional file management tools, ncrypts search performance is decent if you keep directory sizes relatively small (under 25 files), and most of the heavy lifting happens during metadata extraction, not at search time.<p>The two types of encrypted queries we currently support are keyword search and cosine similarity search over vector embeddings, which are generated using user-specified huggingface models. Ncrypt currently supports metadata extraction for text, image, and audio files. Check out our code and give it a try at <a href="https:&#x2F;&#x2F;github.com&#x2F;ncryptai&#x2F;ncrypt">https:&#x2F;&#x2F;github.com&#x2F;ncryptai&#x2F;ncrypt</a>.<p>We love feedback!

[DevOps] Progressive Delivery for Kubernetes

[Other] Free, simple, and intuitive online database diagram editor and SQL generator.

[Monitoring/Observability] Show HN: Kuvasz – an open-source uptime and SSL monitoring service A few months ago I took out my side project - an uptime &amp; SSL monitoring service - from the drawer. I&#x27;ve decided to give it a new life and completely overhauled it, added a lot of new feature, and most importantly, a UI.<p>Highlights<p>- configurable uptime &amp; SSL monitoring<p>- Telegram, Slack, PagerDuty &amp; E-mail notifications (more to come!)<p>- fully-fledged REST API<p>- a responsive, modern &amp; fast UI<p>- monitors are optionally configurable via a single YAML file, or you can choose to use either the UI or the API to maintain them<p>- Cloud-native, distributed as amd64 and arm64 images<p>- Only one dependency: a PostgreSQL database to connect to<p>- Extensive examples in the docs<p>- stable memory usage (max ~360MB) &amp; great performance<p>It&#x27;s written in Kotlin, under the hood it uses Micronaut with Netty, jOOQ, and PostgreSQL, and the server-side-rendered UI is built with kotlinx.html, Alpine.js, and htmx.<p>It&#x27;s called Kuvasz (pronounce as [ˈkuvɒs]), and you can find the repository here: <a href="https:&#x2F;&#x2F;github.com&#x2F;kuvasz-uptime&#x2F;kuvasz">https:&#x2F;&#x2F;github.com&#x2F;kuvasz-uptime&#x2F;kuvasz</a><p>And the website with the extensive documentation here: <a href="https:&#x2F;&#x2F;kuvasz-uptime.dev" rel="nofollow">https:&#x2F;&#x2F;kuvasz-uptime.dev</a>

[Other] Show HN: BunkerWeb – the open-source and cloud-native WAF

[Other] Show HN: Fast Thermodynamic Calculations in Python I built gaspype, a Python library for fast thermodynamic calculations, like equilibrium reactions. It&#x27;s lightweight, written in typed Python&#x2F;Numpy, and comes with a large species database.<p>Gaspype operates on multidimensional arrays for composition, temperature and pressure. It is designed for a flat learning curve and compact syntax for pocket calculator-like use in Jupyter Notebooks, as well as high performance for integration in large physical models. One central goal is the portability to GPU frameworks like JAX or PyTorch for performance as well as direct integrability in ML pipelines.<p>Checkout the examples, I&#x27;d love to hear you feedback, use cases, or feature ideas.<p>Repo is located here: <a href="https:&#x2F;&#x2F;github.com&#x2F;DLR-Institute-of-Future-Fuels&#x2F;gaspype">https:&#x2F;&#x2F;github.com&#x2F;DLR-Institute-of-Future-Fuels&#x2F;gaspype</a>

[Other] Collection of developer cheatsheets A curated collection of cheatsheets covering Web Development, DSA, DBMS, Git, and System Design etc. Perfect for quick reference, learning, and interview prep — all in one open-source place. Download as PDF/image. Clean, simple, powerful.

[Other] A tree-style tab manager for Chrome Visualize tab hierarchy in a tree view sidebar. Organize tabs by opener relationships with drag-and-drop, search, and grouping.

[Other] Seamless n8n workflows: search, unlock, scrape, and crawl Scrapeless integrates seamlessly with n8n to power your workflows—search Google, unlock JavaScript-rendered sites, scrape data from single pages, or crawl entire websites. Build end-to-end automation for web data in minutes, no code required

[Database] Natural language → SQL. Instantly. The schema-aware AI MySQL Client that lets you talk to your data. Write queries in plain English, get smart SQL + instant charts. Privacy-first. Built for devs, analysts, and teams.

[Other] Addition, subtraction, multiplication & division Free hex calculator for quick hexadecimal conversions. Accurate and user-friendly tool for developers and students. Try now!

[Other] 500 AI Machine learning Deep learning Computer vision NLP Projects with code

[API/SDK] Unified Backend Framework for APIs, Events, and AI Agents

[Other] Enhanced ChatGPT Clone: Features Agents, DeepSeek, Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active project.

[DevOps] Unified framework for robot learning built on NVIDIA Isaac Sim

[Other] Show HN: Built email parsing for booking confirmations for my travel app – Aruko <p><pre><code> A few months ago I shared my travel app here. Today I&#x27;m back with something that solved a real technical challenge I was facing. The problem: Parsing booking confirmation emails accurately. Built a parsing system that: - Distinguishes between connection hubs and actual destinations - Captures all segments (flights, hotels, trains) in the right order - Handles different booking site email formats - Creates complete itineraries automatically </code></pre> Happy to discuss more if anyone&#x27;s interested :)

[Other] What every programmer should know about how CPUs work [video]

[Other] Show HN: Mochia, a virtual pet browser game, built with Rust, SolidJS, Postgres Around three years ago, I was reminiscing about how much I loved playing Neopets as a kid. Meanwhile, I was also looking for a project to better learn Rust and SolidJS. So.. I figured making my own virtual pet browser game would be a fun way to practice! Since then, I’ve been working on it nearly every day, and.. it’s grown quite a bit! Here are some bulleted lists for your convenience:<p>Technical Details:<p><pre><code> * Backend monolithic Rust server runs on a single $5&#x2F;month VPS * Lean frontend with just 3 dependencies (SolidJS, Solid Router, and Mutative) * Around 130,000 combined lines of code (frontend + backend) * Rust server uses axum, sqlx, tokio, rand, strum, tungstenite (websockets) * No server crashes or data loss in 3 years (thank you Rust + Postgres!) * Almost all graphics (500+ assets) are SVGs for perfect detail at every zoom level * Fully mobile responsive and playable on all modern browsers and devices * Actor model for player actions enables trivial parallel, multi-core scaling * Single page application that preloads entire game world on initial page load * Instantaneous navigation between pages (no additional page fetches required) * Lightweight game engine for minigames, powered by custom WebGL shaders * Rust is the single source of truth for data structures shared between browser and server * Custom derive macros used to autogenerate TypeScript bindings and binary decoding functions * Binary WebSocket messages with custom protocol for client-server communication * O(1) selection for nested, weighted-random item reward pools * Minigames can be played without an account (but rewards can&#x27;t be saved) </code></pre> Features:<p><pre><code> * Completely free to play with no ads or tracking * Multiplayer browser-based virtual world with 80+ locations to explore * Dark mode toggle switch * Simple minigames that smoothly run at your display&#x27;s refresh rate * Public leaderboards that track the top scores in each minigame * Pet training system with turn-based card-based battle arena * Dynamic player economy with player-run shops * Player guilds that members can level up to unlock perks * Abandoned mines area created by maze generation algorithm * Create &#x2F; adopt pets, adorn them with hats, give them pets, change their color, etc. * 220 items to collect (food, toys, cosmetics, books, charms, tiny creatures, etc.) * In-game currency with banking, auctions, stock market, and jobs system * Villagers you can talk to, befriend, and complete quests and jobs for * Optional push notifications (like for when you win an auction) * 38 achievement avatars to unlock * Social features: befriend others, send gifts, and share your recent activity * NPC shops that restock over time (sometimes with very rare items!) * Luck system with ways to boost your luck for better rewards * Many puzzles that grant items or MP (currency) when solved * Fishing, gardening, caves, random events, fountains, galleries, etc. * Wheels to spin, treasure maps to complete, and secrets to explore! * Much, much more but I don&#x27;t want to spoil everything! </code></pre> Links:<p><pre><code> * Website URL: https:&#x2F;&#x2F;mochia.net * Community Discord: https:&#x2F;&#x2F;discord.gg&#x2F;ub6z8YH866 * Gameplay Video: https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=CC6beIxLq8Q * Screenshots Album: https:&#x2F;&#x2F;imgur.com&#x2F;a&#x2F;FC9f9u3 </code></pre> I&#x27;d love to answer any questions, hear any thoughts, or read any sort of feedback or criticism!

[Other] Parallelizing SHA256 Calculation on FPGA

[Other] Introducing tmux-rs

[Other] Show HN: HomeBrew HN – Generate personal context for content ranking TLDR: Build a quick HN profile to see how little context LLMs need to personalise your feed. Rate 30 posts once, get a permanent ranked homepage you can return to.<p>Our goal was to build a tool that allowed us to test a range of &quot;personal contexts&quot; on a very focused everyday use case for us, reading HN!<p>We are exploring use of personal context with LLMs, specifically what kind of data, how much, and with how much additional effort on the user’s part was needed to get decent results. The test tool was a bit of fun on its own so we re-skinned it and decided to post it here.<p>First time posting anything on HN but folks at work encouraged me to drop a link. Keen on feedback or other interesting projects thinking about bootstrapping personal context for LLM workflows!

[API/SDK] Swagger UI is a collection of HTML, JavaScript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.

[Other] Show HN: Recivo – Receive Emails Programmatically Hi HN, these last couple of weeks I&#x27;ve been building &#x27;Recivo&#x27;, a simple way to receive emails programmatically. There are plenty of API-based services that can be used to send emails, but receiving them is harder.<p>As a Recivo user, you create a new email address which will then immediately be available for receiving emails. A REST `&#x2F;inbox` endpoint is exposed for retrieving these emails, this includes all data you would expect: subject, content, sender, and most importantly: attachments. You can also get notified of newly received emails using webhooks.<p>The main use-cases I&#x27;m thinking of right now is triggering AI agents using email or a very simple document upload flow to any SaaS (just forward an email to the SaaS). This is actually where the inspiration for Recivo came from, I really enjoy the flow of getting an invoice in my mailbox and forwarding it to my accounting software and then seeing it appear in the app. The agentic use-case seems promising, especially for workflows that still require a human in the loop. Asynchronous communication with an AI agent feels natural to me.<p>When you visit the landing page you&#x27;re immediately given a randomly generated email address and a cURL command to try the API. Of course these demo addresses will expire, so you&#x27;ll have to log in to create a non-randomized and permanent address.<p>I&#x27;m wondering if you see any other use cases for a &quot;programmatic&quot; mailbox. Please let me know what you think!

[Monitoring/Observability] Debug http traffic and webhooks locally Transparent HTTP proxy for local development. See every webhook request/response, mock failures, search history. When your backend crashes, LPI keeps responding. Single binary, works offline, SQLite storage. Built by devs who hate losing webhook data.

[Other] Predict SLA breaches & auto-route JIRA tickets with AI Supercharge your JIRA workflow with AI! Predict SLA breaches before they happen and auto-assign tickets to the right team. Boost efficiency, reduce delays, and keep customers happy with this open-source ML-powered smart ticketing solution.

[Other] Convert js objects or arrays into json strings online Use JSON Stringify to convert JavaScript objects, arrays, or values into valid JSON strings. Useful for storage, API payloads, or debugging frontend data serialization.

[CLI Tool] Gmailtail – Command-line tool to monitor Gmail messages and output them as JSON

[Other] Show HN: CSS generator for a high-def glass effect There are lots of glassmorphism generators out there, but I wanted to push the effect further! This project is the result of months of experimenting with CSS property layering and battling browser quirks.<p>Cross-browser compatibility is actually the reason I rely on ::before and ::after pseudo-elements to build up the effect. Move the color&#x2F;opacity to the main element, and you’ll get weird color bleed on the corners in Chrome. Move the texture, and it muddles the bevel’s specular highlight. Move the bevel, and it gets blurred out by the backdrop-filter. And so on!<p>Layers include: * Adjustable blur, brightness, and saturation (backdrop-filter) * Subtle translucent texture * Faux 3D bevel (using box-shadows, not an outline)<p>Glassmorphism is rather heavy on resources, so it’s best used as an accent and avoided on wide desktop elements. Should be compatible with recent versions of Chrome, Safari, and Firefox (desktop and mobile). If you spot bugs or rendering glitches, I’d love to know!<p>Side note: this is an early preview of a framework-agnostic glass SCSS&#x2F;component library I’m building.

[Other] Show HN: I made Logic gates using CSS if() function

[CLI Tool] Show HN: Opasm, an Assembly REPL This is a fun repl for running arbitrary assembly commands, right now it supports x86, X86_64, arm, aarch64, but there&#x27;s not a big reason that I can&#x27;t add support for other qemu&#x2F;capstone&#x2F;unicorn&#x2F; keystone supported architectures, just have to do it

[API/SDK] The official repository for ERNIE 4.5 and ERNIEKit – its industrial-grade development toolkit based on PaddlePaddle.

[Other] Secure .env sharing for dev teams Envolt is a secure platform for sharing environment variables and secrets with your team. Keep your sensitive data safe while collaborating on projects.

[Testing] Test generation straight from your debugger Hey! I built an open-source IntelliJ IDE plugin that uses AI to generate unit tests straight from your debugger. It grabs runtime variables and stack info as context to generate more accurate tests. Looking for contributors if you're down to help! 😀

[Other] Show HN: Terminal in Browser I wrote a small golang project to render terminal on browser. It is a single binary that can be deployed on any server and you can access the terminal over web.

[Other] Show HN: Core – open source memory graph for LLMs – shareable, user owned I keep running in the same problem of each AI app “remembers” me in its own silo. ChatGPT knows my project details, Cursor forgets them, Claude starts from zero… so I end up re-explaining myself dozens of times a day across these apps.<p>The deeper problem<p>1. Not portable – context is vendor-locked; nothing travels across tools.<p>2. Not relational – most memory systems store only the latest fact (“sticky notes”) with no history or provenance.<p>3. Not yours – your AI memory is sensitive first-party data, yet you have no control over where it lives or how it’s queried.<p>Demo video: <a href="https:&#x2F;&#x2F;youtu.be&#x2F;iANZ32dnK60" rel="nofollow">https:&#x2F;&#x2F;youtu.be&#x2F;iANZ32dnK60</a><p>Repo: <a href="https:&#x2F;&#x2F;github.com&#x2F;RedPlanetHQ&#x2F;core">https:&#x2F;&#x2F;github.com&#x2F;RedPlanetHQ&#x2F;core</a><p>What we built<p>- CORE (Context Oriented Relational Engine): An open source, shareable knowledge graph (your memory vault) that lets any LLM (ChatGPT, Cursor, Claude, SOL, etc.) share and query the same persistent context.<p>- Temporal + relational: Every fact gets a full version history (who, when, why), and nothing is wiped out when you change it—just timestamped and retired.<p>- Local-first or hosted: Run it offline in Docker, or use our hosted instance. You choose which memories sync and which stay private.<p>Try it<p>- Hosted free tier (HN launch): <a href="https:&#x2F;&#x2F;core.heysol.ai">https:&#x2F;&#x2F;core.heysol.ai</a><p>- Docs: <a href="https:&#x2F;&#x2F;docs.heysol.ai&#x2F;core&#x2F;overview">https:&#x2F;&#x2F;docs.heysol.ai&#x2F;core&#x2F;overview</a>

[Code Quality] Converting a large mathematical software package written in C++ to C++20 modules

[Code Quality] Show HN: Flint – Write code your way while ensuring remote consistency I just released my biggest project yet: Flint, a language-agnostic Git wrapper that lets developers code using their own formatting preferences locally, while automatically enforcing the project&#x27;s style on push.<p>No more fighting over tabs vs spaces or dealing with noisy diffs.<p>GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;capsulescodes&#x2F;flint">https:&#x2F;&#x2F;github.com&#x2F;capsulescodes&#x2F;flint</a> Documentation: <a href="https:&#x2F;&#x2F;flintable.com&#x2F;docs&#x2F;flint&#x2F;" rel="nofollow">https:&#x2F;&#x2F;flintable.com&#x2F;docs&#x2F;flint&#x2F;</a> Article: <a href="https:&#x2F;&#x2F;capsules.codes&#x2F;en&#x2F;blog&#x2F;flintable&#x2F;en-flintable-introducing-flint" rel="nofollow">https:&#x2F;&#x2F;capsules.codes&#x2F;en&#x2F;blog&#x2F;flintable&#x2F;en-flintable-introd...</a>

[Other] Show HN: I built the tool I wished existed for moving Stripe between countries In late 2024, I had to set up a new Stripe account because I incorporated my company in a different country. Turns out it&#x27;s not as simple as just changing the country in a dropdown, you have to start from scratch.<p>I had hundreds of users and using Stripe&#x27;s dashboard to add all of the products, prices, coupons and subscriptions manually would take ages. I contacted a couple of services that help with this kind of migration, but their quotes were way over my budget. My next option was to use Stripe&#x27;s API, which is very powerful but also very complicated. I&#x27;m a designer who can code, but I didn&#x27;t feel confident doing it alone, so I asked a friend, an experienced developer, to help.<p>It proved to be quite challenging, with many details and caveats we had to learn as we went. What we thought would take a couple of days took us a week.<p>After this experience, we teamed up and built <a href="https:&#x2F;&#x2F;stripemove.com" rel="nofollow">https:&#x2F;&#x2F;stripemove.com</a>, a tool that guides you through this whole process, explaining and automating that hard week we went through. It handles the technical complexity while keeping your business running. Customers keep paying on your old account while everything transfers in parallel, then you flip the switch when ready.<p>It&#x27;s a very niche tool, built for founders who need to change their company location for personal or business reasons. For entrepreneurs buying companies established in other countries. For people in the same situation I was in a few months ago. Basically the tool I wished existed, and for a fair price. Designed to get you through this inconvenient process and back as soon as possible on growing your business.<p>Would love to hear from anyone who&#x27;s dealt with similar Stripe migrations. What was your biggest pain point?

[Other] Show HN: Spegel, a Terminal Browser That Uses LLMs to Rewrite Webpages

[Other] Show HN: Jobs by Referral: Find jobs in your LinkedIn network I have some friends who were laid off and are on the job hunt. We were all quite surprised to learn that LinkedIn does not have a &quot;view jobs only at companies where I have connections&quot;, so I built <a href="https:&#x2F;&#x2F;jobsbyreferral.com&#x2F;" rel="nofollow">https:&#x2F;&#x2F;jobsbyreferral.com&#x2F;</a><p>It&#x27;s powered by <a href="https:&#x2F;&#x2F;rapidapi.com&#x2F;letscrape-6bRBa3QguO5&#x2F;api&#x2F;jsearch" rel="nofollow">https:&#x2F;&#x2F;rapidapi.com&#x2F;letscrape-6bRBa3QguO5&#x2F;api&#x2F;jsearch</a>, which is a little pricey, so I&#x27;m trying to decide whether to put more effort into the project (I&#x27;d have to charge _something_ to offset the costs).

[Other] Show HN: A cross-platform terminal emulator written in Java It&#x27;s based on the jediterm library developed for IDEs, but it can also be put to work as a standalone terminal emulator with tabs. The library has been around for more than 10 years, but I don&#x27;t think anyone made a terminal emulator app from it?

[IDE/Editor] Kubernetes IDE with chatbot Eliminate context-switching and reduce troubleshooting time with AI-powered Kubernetes diagnostics. Help developers solve cluster issues independently while keeping your DevOps team focused.

[CLI Tool] AI-powered receipt & invoice extraction for developers Well Extract — Lightweight AI-powered invoice & receipt data extraction tool for developers. CLI-first, open source, and customizable. Run it locally, choose your AI model (OpenAI, Anthropic, Gemini, Ollama), and get structured JSON from any invoice.

[CLI Tool] Rust CLIs with Clap

[IDE/Editor] Claude Code now supports hooks

[Code Quality] I write type-safe generic data structures in C

[Other] Show HN: TokenDagger – A tokenizer faster than OpenAI's Tiktoken TokenDagger is a drop-in replacement for OpenAI’s Tiktoken (the tokenizer behind Llama 3, Mistral, GPT-3.*, etc.). It’s written in C++ 17 with thin Python bindings, keeps the exact same BPE vocab&#x2F;special-token rules, and focuses on raw speed.<p>I’m teaching myself LLM internals by re-implementing the stack from first principles. Profiling TikToken’s Python&#x2F;Rust implementation showed a lot of time was spent doing regex matching. Most of my perf gains come from a) using a faster jit-compiled regex engine; and b) simplifying the algorithm to forego regex matching special tokens at all.<p>Benchmarking code is included. Notable results show: - 4x faster code sample tokenization on a single thread. - 2-3x higher throughput when tested on a 1GB natural language text file.

[Other] WebGL2 powered visualization framework

[Other] Show HN: I rewrote my notepad calculator as a local-first app with CRDT syncing I launched NumPad v1 on here a few years ago, and back then it wasn&#x27;t much more than a thin CodeMirror wrapper around the calculator engine I&#x27;d written.<p>Now I&#x27;ve rewritten it as a PWA that supports multiple documents, persists them to IndexedDB, and has a syncing service for paying customers. Syncing is handled by Automerge[1] under the hood, which <i>should</i> make it relatively easy to get document sharing working too.<p>[1] <a href="https:&#x2F;&#x2F;automerge.org&#x2F;" rel="nofollow">https:&#x2F;&#x2F;automerge.org&#x2F;</a>

[Other] NativeJIT: A C++ expression –> x64 JIT

The Chan-Zuckerbergs stopped funding social causes

Use keyword-only arguments in Python dataclasses

China Dominates 44% of Visible Fishing Activity Worldwide

A self hosted virtual browser that runs in docker and uses WebRTC.

[Code Quality] Error handling in Rust

🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

Earth is trapping much more heat than climate models forecast

A visual no-code theme editor for shadcn/ui components

[Other] An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

FULL v0, Cursor, Manus, Same.dev, Lovable, Devin, Replit Agent, Windsurf Agent, VSCode Agent, Dia Browser, Trae AI & Cluely (And other Open Sourced) System Prompts, Tools & AI Models.

21 Lessons, Get Started Building with Generative AI 🔗https://microsoft.github.io/generative-ai-for-beginners/

Building a modern alternative to Salesforce, powered by the community.

America's Coming Smoke Epidemic

[Other] We accidentally solved robotics by watching 1M hours of YouTube

[Testing] Show HN: A tool to benchmark LLM APIs (OpenAI, Claude, local/self-hosted) I recently built a small open-source tool to benchmark different LLM API endpoints — including OpenAI, Claude, and self-hosted models (like llama.cpp).<p>It runs a configurable number of test requests and reports two key metrics: • First-token latency (ms): How long it takes for the first token to appear • Output speed (tokens&#x2F;sec): Overall output fluency<p>Demo: <a href="https:&#x2F;&#x2F;llmapitest.com&#x2F;" rel="nofollow">https:&#x2F;&#x2F;llmapitest.com&#x2F;</a> Code: <a href="https:&#x2F;&#x2F;github.com&#x2F;qjr87&#x2F;llm-api-test">https:&#x2F;&#x2F;github.com&#x2F;qjr87&#x2F;llm-api-test</a><p>The goal is to provide a simple, visual, and reproducible way to evaluate performance across different LLM providers, including the growing number of third-party “proxy” or “cheap LLM API” services.<p>It supports: • OpenAI-compatible APIs (official + proxies) • Claude (via Anthropic) • Local endpoints (custom&#x2F;self-hosted)<p>You can also self-host it with docker-compose. Config is clean, adding a new provider only requires a simple plugin-style addition.<p>Would love feedback, PRs, or even test reports from APIs you’re using. Especially interested in how some lesser-known services compare.

[Other] 4-10x faster in-process pub/sub for Go

[API/SDK] Show HN: SmartStepper – Multi-Step Form Library with Config-Based Flow I just released SmartStepper v2 – a declarative and config-based way to handle multi-step forms in React.<p>It lets you define orchestration (next, previous steps), validation, and views via a single config object. No more if&#x2F;else spaghetti or scattered state.<p>GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;Miladxsar23&#x2F;smartstepper">https:&#x2F;&#x2F;github.com&#x2F;Miladxsar23&#x2F;smartstepper</a> Demo: <a href="https:&#x2F;&#x2F;smartstepper-demo.vercel.app" rel="nofollow">https:&#x2F;&#x2F;smartstepper-demo.vercel.app</a> Docs: <a href="https:&#x2F;&#x2F;github.com&#x2F;Miladxsar23&#x2F;smartstepper#readme">https:&#x2F;&#x2F;github.com&#x2F;Miladxsar23&#x2F;smartstepper#readme</a><p>Would love feedback, suggestions, or examples if anyone tries it!

[Testing] Performance Debugging with LLVM-mca: Simulating the CPU

Show HN: Octelium – FOSS Alternative to Teleport, Cloudflare, Tailscale, Ngrok I have been working on Octelium for quite a few years now but it was open sourced only by late May 2025. Octelium, as described more in detail in the repo&#x27;s README, is simply an open source, self-hosted, unified platform for zero trust resource access that is primarily meant to be a modern alternative to corporate VPNs and remote access tools. It can operate as a remote access&#x2F;corporate VPN (i.e. alternative to Twingate, Tailscale, OpenVPN Access Server, etc...), a ZTNA&#x2F;BeyondCorp platform (i.e. alterntive to Cloudflare Access, Teleport, Google BeyondCorp, etc...), and it can also operate as an API&#x2F;AI gateway, an infrastructure for MCP and A2A architectures and meshes, an ngrok alternative, a homelab infrastructure or even as a more advanced Kubernetes ingress. It&#x27;s basically designed to operate like a unified Kubernetes-like scalable architecture for zero trust secure&#x2F;remote access that&#x27;s suitable for different human-to-workload and workload-to-workload environments. You can read more in detail the full set of main features and links about how it works in the repo&#x27;s README or directly in the docs <a href="https:&#x2F;&#x2F;octelium.com&#x2F;docs" rel="nofollow">https:&#x2F;&#x2F;octelium.com&#x2F;docs</a>

[Other] Implementing fast TCP fingerprinting with eBPF

[Code Quality] Fast, automated code formatting for JavaScript apps Ultracite is a fast, intuitive dev tool that brings automated code formatting and linting to your JS / TS projects. Built on top of Biome (a Rust-based code formatter), Ultracite provides a robust, preconfigured setup optimized for modern web development.

Find ur life partner the sunnah way | muslim matrimonial app SalafiMatch is a matrimonial app built for practicing Muslims seeking Nikah based on Qur'an & Sunnah. Wali required. Profiles verified. Istikhara tools included.

100 cards with tailwind css colors Application that generates 100 gradient cards using only official Tailwind CSS colors. Each card shows colors and ready-to-use Tailwind classes. Click to copy colors or classes.

Find clients. Track projects. Get paid. Milo is your all-in-one freelance dashboard. Scrape real leads, track deals, manage client outreach, and automate your workflow—all in one clean interface. Perfect for developers, designers, and solopreneurs who want to stay lean but look pro.

Shorten smarter. Share faster Shorten long URLs with LinkTrim. Create shareable links and track performance with easy analytics — ideal for marketing or personal use.

[API/SDK] Build AI Apps with Ease Using Our Middleware SaaS Data-Socket is the complete AI middleware solution for modern applications. Upload documents, connect data sources, and build AI apps with Grok 3, GPT-4o, Mistral, and LLaMA 3. Zero infrastructure hassle.

Ailoquence Ailoquence is All-In-One AI-powered editorial intelligence platform that elevates your WordPress content. It generates ideas, images, and optimized articles, and measures their real impact through Google Analytics. Write smarter, publish with purpose with AI.

[Other] Build Irresistible Offers Without Guesswork or Burnout Get $10K+ offer templates, bonuses, & risk-free tools. 10X value for what you pay—or your money back. Build grand slam offers with zero guesswork.

A Step-by-Step Learning Map for Web Development Ready to learn how to code but overwhelmed by where to start? Zero to Dev is your no-fluff, beginner-friendly roadmap that guides you from absolute zero to building real web projects — without the burnout, confusion, or expensive bootcamps.

[Other] Crea cuentos únicos con IA - Historias y audio en minutos Genera historias únicas con IA. Solo selecciona género y tema - la IA crea cuento completo con imágenes y audio. Para padres, escritores y educadores. Conversión TTS, biblioteca pública, sistema gamificado. Primera plataforma española.

[Other] Magnetic Tape Storage Technology: usage, history, and future outlook

[API/SDK] Muxio: Rust layered stream and RPC toolkit

[Other] The Death of the Middle-Class Musician

Schizophrenia is the price we pay for minds poised near the edge of a cliff

[CLI Tool] Show HN: Vet – A tool for safely running remote shell scripts

[Code Quality] Show HN: Query your Rust codebase and generate types for anything Hello HN!<p>As a long-time professional Rust developer. I&#x27;ve always been frustrated by the difficulty and &quot;hackiness&quot; of producing bindings to other languages, whether a frontend, an FFI library, etc.<p>Not just in Rust but in any language.<p>After many years of trying existing solutions and trying to make my own, I&#x27;ve finally developed a solution I&#x27;m very happy with.<p>RTK (aka Rust Type Kit) allows you to write Lua scripts that perform queries on your code, such as method calls to Axum&#x27;s `.route`, function definitions, and more, and then receive rich type information including all argument types, function paths, proc macro attributes, and more.<p>Your Lua script can then read this information and emit an output file in any language of your choosing. Or, you can emit compiler errors and use it as a linter of sorts. You can even directly re-emit Rust code itself and use this as a richer proc macro solution!<p>The code example is a bit verbose, so I encourage you to take a look at the repo&#x27;s README. I look forward to hearing your thoughts, or any usecases you may come up with!

Life of an inference request (vLLM V1): How LLMs are served efficiently at scale

[CLI Tool] Show HN: Clai - Vendor agnostic Claude Code/Gemini CLI written in Go

MCP: An (Accidentally) Universal Plugin System

[Other] We ran a Unix-like OS on our home-built CPU with a home-built C compiler (2020)

[IDE/Editor] Show HN: Reactylon – Open-source framework for building 3D/XR apps with React

[Build/Deploy] Cross-Compiling Common Lisp for Windows

Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights Hey HN!<p>Pilots everywhere are required to keep a logbook of all their flying hours, aircraft, airports, and so on. Since I track everything digitally (some people still just use paper logbooks!), I put together some data visualizations and a few 3D globes to show my flying history.<p>This globe is probably my favourite so far: <a href="https:&#x2F;&#x2F;jameshard.ing&#x2F;pilot&#x2F;globes&#x2F;all" rel="nofollow">https:&#x2F;&#x2F;jameshard.ing&#x2F;pilot&#x2F;globes&#x2F;all</a><p>If you’ve got ideas for other graphs or ways to show this kind of data, I’d love to hear them!

[CLI Tool] Show HN: Zenta – Mindfulness for Terminal Users

Show HN: Sink – Sync any directory with any device on your local network i made sink. it&#x27;s a simple little tool that continuously syncs folders between 2 devices. no cloud, no email, flash drives, no bs.<p>it just uses your local wifi. run it on your machines, tell them to trust each other, and you&#x27;re set. and if you manage to edit the same file at once, it handles the conflict and saves both copies.<p>for anyone who just wants to get files from point a to b without the headache. hope it makes your life a bit less annoying.<p>github: <a href="https:&#x2F;&#x2F;github.com&#x2F;sirbread&#x2F;sink">https:&#x2F;&#x2F;github.com&#x2F;sirbread&#x2F;sink</a> binary: <a href="https:&#x2F;&#x2F;github.com&#x2F;sirbread&#x2F;sink&#x2F;releases&#x2F;tag&#x2F;v0.1">https:&#x2F;&#x2F;github.com&#x2F;sirbread&#x2F;sink&#x2F;releases&#x2F;tag&#x2F;v0.1</a>

Modelling API rate limits as diophantine inequalities

Brad Woods Digital Garden

Amber insect fossils reveal "zombie" fungi likely lived alongside dinosaurs

[Other] Show HN: PRSS Site Creator – Create Blogs and Websites from Your Desktop

[Testing] Show HN: Magnitude – Open-source AI browser automation framework Hey HN, Anders and Tom here. We had a post about our AI test automation framework 2 months ago that got a decent amount of traction (<a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=43796003">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=43796003</a>).<p>We got some great feedback from the community, with the most positive response being about our vision-first approach used in our browser agent. However, many wanted to use the underlying agent outside the testing domain. So today, we&#x27;re releasing our fully featured AI browser automation framework.<p>You can use it to automate tasks on the web, integrate between apps without APIs, extract data, test your web apps, or as a building block for your own browser agents.<p>Traditionally, browser automation could only be done via the DOM, even though that’s not how humans use browsers. Most browser agents are still stuck in this paradigm. With a vision-first approach, we avoid relying on flaky DOM navigation and perform better on complex interactions found in a broad variety of sites, for example:<p>- Drag and drop interactions<p>- Data visualizations, charts, and tables<p>- Legacy apps with nested iframes<p>- Canvas and webGL-heavy sites (like design tools or photo editing)<p>- Remote desktops streamed into the browser<p>To interact accurately with the browser, we use visually grounded models to execute precise actions based on pixel coordinates. The model used by Magnitude must be smart enough to plan out actions but also able to execute them. Not many models are both smart *and* visually grounded. We highly recommend Claude Sonnet 4 for the best performance, but if you prefer open source, we also support Qwen-2.5-VL 72B.<p>Most browser agents never make it to production. This is because of (1) the flaky DOM navigation mentioned above, but (2) the lack of control most browser agents offer. The dominant paradigm is you give the agent a high-level task + tools and hope for the best. This quickly falls apart for production automations that need to be reliable and specific. With Magnitude, you have fine-grained control over the agent with our `act()` and `extract()` syntax, and can mix it with your own code as needed. You also have full control of the prompts at both the action and agent level.<p>```ts<p>&#x2F;&#x2F; Magnitude can handle high-level tasks<p>await agent.act(&#x27;Create an issue&#x27;, {<p><pre><code> &#x2F;&#x2F; Optionally pass data that the agent will use where appropriate data: { title: &#x27;Use Magnitude&#x27;, description: &#x27;Run &quot;npx create-magnitude-app&quot; and follow the instructions&#x27;, }, </code></pre> });<p>&#x2F;&#x2F; It can also handle low-level actions<p>await agent.act(&#x27;Drag &quot;Use Magnitude&quot; to the top of the in progress column&#x27;);<p>&#x2F;&#x2F; Intelligently extract data based on the DOM content matching a provided zod schema<p>const tasks = await agent.extract(<p><pre><code> &#x27;List in progress issues&#x27;, z.array(z.object({ title: z.string(), description: z.string(), &#x2F;&#x2F; Agent can extract existing data or new insights difficulty: z.number().describe(&#x27;Rate the difficulty between 1-5&#x27;) })), </code></pre> );<p>```<p>We have a setup script that makes it trivial to get started with an example, just run &quot;npx create-magnitude-app&quot;. We’d love to hear what you think!<p>Repo: <a href="https:&#x2F;&#x2F;github.com&#x2F;magnitudedev&#x2F;magnitude">https:&#x2F;&#x2F;github.com&#x2F;magnitudedev&#x2F;magnitude</a>

[DevOps] Building untrusted container images safely at scale

Show HN: Rust -> WASM, K-Means Color Quantization Crate for Image-to-Pixel-Art

What UI first distinguished radio buttons from checkboxes with circles/squares?

Why Go Rocks for Building a Lua Interpreter

Scientists Retrace 30k-Year-Old Sea Voyage, in a Hollowed-Out Log

[Other] Show HN: AGL a toy language that compiles to Go I spent the past 2 weeks making this toy programming language.<p>I basically forked the Go scanner&#x2F;parser, and changed the syntax to have functions return a single value. This enable proper Result&#x2F;Option type to be used as well as propagating errors with an operator.<p>I also wanted to have short &quot;type inferred&quot; anonymous functions to be able to use functions like Map&#x2F;Reduce&#x2F;Filter, without having to use 100 characters to specify the types.

Show HN: Oasis – An open-source, 3D-printed smart terrarium See the website for a demo video: <a href="https:&#x2F;&#x2F;oasis-terrarium.com" rel="nofollow">https:&#x2F;&#x2F;oasis-terrarium.com</a><p>This project is an enclosure for growing plants. Features include:<p><pre><code> - high-power LED lighting - a built-in water tank and mister - fans for airflow - temperature and humidity sensing - wi-fi connectivity and a web-based interface for control and monitoring (see https:&#x2F;&#x2F;oasis-terrarium.com&#x2F;docs&#x2F;usage_guide&#x2F;#web-interface) </code></pre> The entire project is open-source:<p><pre><code> - electronics: designed in KiCad - 3D models: designed in CadQuery - software: written in Rust </code></pre> I initially started this project during COVID and built a working prototype using a Raspberry Pi and off-the-shelf parts. The first prototype worked, but was pretty rough. Several months ago, I picked up the project again and began a complete re-design. After two rounds of circuit board design and countless iterations of the 3D-printed parts, I&#x27;m finally happy with the results. Along the way I learned a lot about electronics design and fabrication, 3D modeling, and Rust.<p>Happy to answer any questions - thanks for checking it out!<p>Here are some direct links to parts of the project you may find interesting:<p><pre><code> - demo video: https:&#x2F;&#x2F;oasis-terrarium.com - detailed build guide with pictures: https:&#x2F;&#x2F;oasis-terrarium.com&#x2F;docs&#x2F;build_guide&#x2F; - interactive 3D model: https:&#x2F;&#x2F;oasis-terrarium.com&#x2F;docs&#x2F;3dmodel&#x2F; - detailed info on electronics design: https:&#x2F;&#x2F;oasis-terrarium.com&#x2F;docs&#x2F;electronics&#x2F; - 3D-printable models: https:&#x2F;&#x2F;www.printables.com&#x2F;model&#x2F;1315117-oasis-smart-terrarium</code></pre>