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πŸ“¦ t8y2/motty

Motty: One Window for All Remote Tools

Stop juggling ten different apps just to manage your servers. Motty is a native desktop application that bundles secure terminal access, file transfers, and remote desktop connections into a single, lightweight window. Built with Go, it completely avoids the heavy, battery-draining web browser tech that most modern apps rely on. The real surprise here is the built-in AI assistant. It sits right alongside your terminal and file manager, ready to help you write complex commands or troubleshoot errors instantly. You get a powerful, focused workspace for your entire remote workflow without the clutter of separate tools. It’s a clean, fast way to handle all your server tasks in one place.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ prefrontal-ai/latent-sparse-attention

Latent Sparse Attention: 72x Faster Long Context AI

Latent Sparse Attention makes large language models process ten million token contexts up to seventy-two times faster than standard attention. This is not a new math formula, but a smarter way to look. Instead of checking every single word against every other word, the system groups similar ideas into clusters first. It then only reads the most relevant clusters, skipping the rest. This means the model skips the boring parts and focuses on what matters. You get near-perfect accuracy while running massively faster. It works on existing models without retraining them. It is a practical fix for the slowness that kills long context usage.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ samuelcorsan/reforma-digital

Reforma Digital: Make Government Websites Actually Make Sense

Take a breath and imagine finally understanding a government website without needing a law degree. This community project called Reforma Digital overlays helpful, plain-language guides onto official Spanish administrative sites, like your tax office or ID renewal portal. It does not change the actual rules or bypass security checks; it simply helps you find the right form and understand what every button does. It is an open-source effort to make bureaucracy less confusing, and the most exciting part is that it works locally in your browser. The code is public, so anyone can see exactly how it helps and even suggest improvements.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ arvarik/contrack

Contrack: Your Contacts Finally Live Here

Consolidate every person in your life into one private, self-hosted hub. Contrack pulls contacts from Apple, Google, LinkedIn, and Facebook, merging duplicates so you get one clean profile per person. The coolest part is the enrichment step: you paste a quick note about a meeting, and it automatically extracts dates, tags, and reminders into a full profile. It even fills in missing web data with cited sources. Plus, it tracks who needs a follow-up so relationships never drift. It is your personal network, finally owned and organized. Check out Contrack to stop losing track of the people you care about.

πŸ“° https://news.ycombinator.com/item?id=50169363

πŸ†” @hackernewsgithubprojects
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πŸ“¦ athola/claude-night-market

Claude Night Market: Your AI Coding Assistant Has a Grocery Store

A giant marketplace just dropped for AI coding assistants. It lets you pick and choose exactly which tools to install for your workflow. Think of it as a curated grocery store for your computer brain. You grab the plugin for code reviews, or the one that forces you to write tests before code. This solves the problem of your AI getting too smart or too lazy. You control its behavior with specific rules. It is useful because you stop wrestling with generic AI and start directing a precise team of digital workers. It is a practical way to make your AI assistant actually useful for real software projects.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ meshy-dev/meshy-mcp-server

Meshy MCP Server

Turn text or photos into printable, animated 3D models directly from your AI chat. The Meshy MCP Server bridges your favorite coding assistants with the Meshy platform, allowing you to generate characters, rig them, and even check if they will fit on a 3D printer without ever leaving your terminal. Instead of opening a separate website and clicking through menus, you simply describe what you need in plain language. The agent handles the complex steps, from generating the mesh to applying high resolution textures, so you can focus on the creative idea rather than the technical plumbing.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ drawthingsai/local-code-community

Local Code: Your Private AI Agent

Local Code turns your Mac, iPad, or iPhone into a private workhorse that actually gets things done. Instead of just chatting, it runs a massive DeepSeek model entirely on your device, meaning your data never leaves your hands. It comes with a built-in sandbox containing Python, Node, and a shell, so it can analyze data, build charts, and even edit documents without touching your main files. The coolest part? It handles models bigger than your RAM by streaming them from disk, so you get serious brainpower without the cloud overhead. If you want an AI assistant that respects your privacy and actually builds stuff, this is your new secret weapon.

πŸ“° https://news.ycombinator.com/item?id=50281590

πŸ†” @hackernewsgithubprojects
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πŸ“¦ mrlong0129/yominpost

YominPost

Turn a single URL, text snippet, or image into custom, platform-native social media posts without relying on third-party cloud tools. YominPost runs directly on your own machine, automatically picking the best post format for channels like X or LinkedIn, scoring its own copy, and running pre-publish risk checks to block prompt leaks or engagement bait before anything goes live. It hooks up to coding agents like Claude Code or Cursor through a local tool integration, letting AI assist with drafting while leaving you in full control of final approval.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ balanov/shim

The 7 Megabyte AI Terminal Tool

A single file under seven megabytes lets you control any artificial intelligence model, local or cloud, using plain language. This tool called Shim solves the headache of connecting different AI providers to your computer without installing heavy software. It acts like a universal adapter for your terminal. You can type simple requests or use specific commands to manage models and tools. The best part is that it runs entirely on your machine. It does not send your data to a central server. It keeps your work private and gives you full control over what the AI can access.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ sqlpxc/airhand

Airhand: The Remote Desktop That Feels Local

Control any computer from your browser or desktop without installing heavy software. Airhand is a lightweight remote desktop tool that uses the QUIC protocol to get your screen to you faster than traditional options. The coolest part? It uses your computer’s graphics card to compress and send video, meaning almost zero lag even on shaky Wi-Fi. You can type, click, and hear system sounds in real-time, making it feel like you are sitting at the machine. Since it runs on Windows, Mac, and Linux, plus a web console, you can access your setup from anywhere with just a six-digit code.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ postgresgui/postgresgui

PostgresGUI: Your Native Mac Postgres Client

PostgresGUI is the native Mac client that keeps your database connections totally private. It solves the annoying problem of trusting web-based tools with your sensitive connection details by handling everything locally on your machine. Instead of routing your queries through some third-party server, it talks directly to your database. This means your connection info, actual queries, and the results you get back never leave your computer. It uses the macOS Keychain to securely store your passwords, which is a big win for security and peace of mind.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ justrach/nanolight

Nanolight: A 2 MB Launcher

Nanolight is the lightweight launcher that runs on pure Zig code, making it roughly two megabytes in size. It replaces heavy web-based apps with a fast panel that opens in a single keystroke. The standout feature is its ability to run Raycast extensions without needing the original Raycast app. It executes these scripts directly inside its own interface, giving you access to community tools while staying incredibly light. It also handles basic math and Google searches right there in the panel. This project proves that a launcher does not need to be bloated to be useful. It is a fast, open source alternative for anyone who wants speed over complexity.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ zortos293/lichii

Lichii: The Early Switch 2 Emulator

Lichii is the experimental emulator bringing Nintendo Switch 2 games to your personal computer. This project solves the problem of playing next-generation hardware on older devices by recreating the console's internal processes in software. It is particularly interesting because it is in a very early stage, meaning developers are actively defining how it will handle graphics and performance right now. If you follow emulation closely, this is the project to watch as it matures from a rough prototype into a playable application. Keep an eye on it to see how the community builds the foundation for the next generation of home console emulation.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ mhfed/vn-law-check

VN Law Check: Audit Your Site

V N Law Check is the compliance agent that finally checks your website against actual Vietnamese law. It plugs directly into your coding tools like Cursor or Copilot to scan your site for real issues. The coolest part is that it does not just list rules, it looks at your actual code to see if you are breaking specific laws about data privacy or e-commerce. It then tells you exactly what to fix, like adding a proper consent form or updating an outdated privacy policy. It is not legal advice, but it is a huge head start for any developer building for Vietnam.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ gajus/zod-compiler

zod-compiler makes your checks fly

zod-compiler is the build tool that turns your data checks into lightning-fast code. Instead of checking every user input one letter at a time, it rewrites your rules into optimized instructions before your app even starts. This means your server stops spending time figuring out how to validate data and just does it. It drops the overhead to almost nothing, making your software feel instant. If you want your code to run as fast as possible, this is the trick that actually works. Go give it a try and watch your response times drop.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ microsoft/orchard-agentic

How Orchard-Agentic Spawns Thousands of AI Test Labs

Microsoft just built a machine that spins up thousands of isolated computer labs for AI agents in the blink of an eye. It is called Orchard Agentic, and it solves a major headache for developers who are trying to train software bots. Usually, you have to rebuild your entire testing setup every time you switch projects or models. Orchard provides a stable, shared foundation that lets you launch massive numbers of secure containers on demand. This means you can run complex coding tasks and browser navigation experiments without worrying about the infrastructure breaking.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ zklmiao/prompt-vault

Prompt Vault: The Offline Prompt Manager

Prompt Vault is a tiny desktop app that keeps all your AI instructions in one pocket, completely offline. You type a shortcut, search your library, and hit copy. The coolest part is that you can save placeholders inside your text. When you copy, it pops up, asks you for the missing details, and remembers what you typed last time. It is fast, private, and stays out of your way. Stop hunting through chat logs for that one prompt. This tool keeps your workflow tight and your data safe. Try it today.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ daryan044/tessera-linux

Tessera Linux: Real Desktop Apps on Android

Tessera Linux is the Android app that finally makes your phone run full Linux desktop programs without any terminal setup. It downloads a real Debian system and gives you access to thousands of apps from the Flathub store, letting you install tools like Firefox or GIMP with a single tap. The coolest part is that these apps look native, using your phone’s exact Material You colors and running on the built-in graphics chip for smooth performance. It feels less like running a virtual machine and more like your phone is just a tiny, powerful computer.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ tapilot-ai/tapilot

Tapilot: The AI That Operates Your Phone

Tapilot takes a simple sentence from you, like β€œopen the calculator and find the product of twelve and eight,” and then physically uses your phone to do it. It looks at the screen, decides what to tap, swipes, and types, all without you touching the device. The coolest part is that it doesn’t just guess. It takes a screenshot after every single step to check if it actually worked. So if you ask it to book a table, it confirms the booking is visible on the screen before it moves on. You can even watch a replay of its actions later to see exactly how it solved the problem.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ stanlukuvka/comfyui-speed

ComfyUI SPEED: Faster AI Videos

ComfyUI SPEED renders video clips nearly sixty percent faster by starting the math at a tiny, low-resolution scale before zooming in to full detail only when the image stabilizes. This plugin solves the problem of burning hours on expensive full-resolution calculations while the picture is still just static noise. It works without retraining your model, just swapping in a new node and letting the software figure out the best moments to boost quality. The result is significantly faster generation with no visible drop in visual fidelity. If you are building AI media workflows, this is a simple way to get your renders done sooner.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ lauriewired/callmemaybe

CallMeMaybe: Runtime Reflection for C++

CallMeMaybe is the C++ library that brings runtime reflection to modern C++. Built on the new C++26 static reflection feature, it lets your code inspect and manipulate objects at runtime. You can look up methods by name, call them dynamically, and even create new instances without knowing the exact type at compile time. By tagging class members with a simple annotation, you expose them to a global registry. This solves a long-standing problem in C++, where dynamic behavior was limited to manual virtual tables or external scripting languages. It’s a powerful tool for game developers, plugin systems, and anyone who needs flexible, data-driven code in a high-performance environment.

πŸ†” @hackernewsgithubprojects