This media is not supported in your browser
VIEW IN TELEGRAM
π¦ alexellis/glm-5.3-flash-4x-dgx-spark-switchless
Serve a 320B Model Without a Network Switch
Take a massive, three-hundred-and-twenty-billion-parameter AI model and run it on four affordable desktop workstations, completely skipping the expensive network switch that usually ties them together. This repository gives you the exact recipe to link those four machines into a closed loop of direct cables, turning them into a single, powerful brain that serves real coding tasks at impressive speeds. It solves the annoying problem of hardware procurement by proving you don't need that pricey rack switch for small clusters, saving you both money and wait time. Instead of buying a switch, you just wire the boxes together in a ring and let the software handle the rest.
π° https://news.ycombinator.com/item?id=49508834
π @hackernewsgithubprojects
Serve a 320B Model Without a Network Switch
Take a massive, three-hundred-and-twenty-billion-parameter AI model and run it on four affordable desktop workstations, completely skipping the expensive network switch that usually ties them together. This repository gives you the exact recipe to link those four machines into a closed loop of direct cables, turning them into a single, powerful brain that serves real coding tasks at impressive speeds. It solves the annoying problem of hardware procurement by proving you don't need that pricey rack switch for small clusters, saving you both money and wait time. Instead of buying a switch, you just wire the boxes together in a ring and let the software handle the rest.
π° https://news.ycombinator.com/item?id=49508834
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ allenv0/scm
SCM Finds the Exact Second
SCM is the local search app that actually finds the specific second in your video library. You know that feeling when you remember a scene from a home video but canβt find the file? This solves that. It watches your folders and uses artificial intelligence on your Mac to understand what is happening in every frame. You can search for a moment, like a sunset, and it jumps you straight to that shot, not just the video file. It even finds spoken words and text on screen without sending your data to the cloud. It is private, fast, and incredibly useful for anyone who loves their digital memories.
π° https://news.ycombinator.com/item?id=49952111
π @hackernewsgithubprojects
SCM Finds the Exact Second
SCM is the local search app that actually finds the specific second in your video library. You know that feeling when you remember a scene from a home video but canβt find the file? This solves that. It watches your folders and uses artificial intelligence on your Mac to understand what is happening in every frame. You can search for a moment, like a sunset, and it jumps you straight to that shot, not just the video file. It even finds spoken words and text on screen without sending your data to the cloud. It is private, fast, and incredibly useful for anyone who loves their digital memories.
π° https://news.ycombinator.com/item?id=49952111
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ yoloyash/overtchat
OvertChat: Local AI for the Whole House
You can give your entire family their own private AI chat app, running entirely on your home server, with zero monthly fees. OvertChat is a self-hosted chat platform that connects to the AI models you already run locally, so your data never leaves your network. It ships with a one-click installer that sets up voice and web search right out of the box, meaning no confusing configuration files. The best part is that it works natively on Android, iOS, and desktop, so everyone in the house gets their own personal space to chat, save projects, and talk by voice.
π @hackernewsgithubprojects
OvertChat: Local AI for the Whole House
You can give your entire family their own private AI chat app, running entirely on your home server, with zero monthly fees. OvertChat is a self-hosted chat platform that connects to the AI models you already run locally, so your data never leaves your network. It ships with a one-click installer that sets up voice and web search right out of the box, meaning no confusing configuration files. The best part is that it works natively on Android, iOS, and desktop, so everyone in the house gets their own personal space to chat, save projects, and talk by voice.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ kingkongrobotics/jumper
Jumper: The Crab Robot That Designs Itself
Jumper is the open-source crab robot project that turns plain language into physical motion. Most robotics code is locked in complex layers of software, but this repository lets you describe a movement or a skin in a single sentence to an AI assistant. It then builds the necessary simulation, trains the robot to walk, dance, or grip, and packages that behavior into a file ready for the hardware. This removes the steep learning curve between designing an idea and actually running it on a machine. You get a complete toolkit where your words become the blueprint for a real, moving creature.
π @hackernewsgithubprojects
Jumper: The Crab Robot That Designs Itself
Jumper is the open-source crab robot project that turns plain language into physical motion. Most robotics code is locked in complex layers of software, but this repository lets you describe a movement or a skin in a single sentence to an AI assistant. It then builds the necessary simulation, trains the robot to walk, dance, or grip, and packages that behavior into a file ready for the hardware. This removes the steep learning curve between designing an idea and actually running it on a machine. You get a complete toolkit where your words become the blueprint for a real, moving creature.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ dualface/kander
Kander: The Kanban Board for AI Agents
Kander drives nearly a thousand real production tasks by orchestrating multiple A I agents on a single terminal kanban board. This tool solves the chaos of parallel coding by physically isolating each agent in its own workspace and running a strict, independent review gate before any code is accepted. It acts like a rigorous project manager, catching logical bugs that cheaper models might miss and ensuring that automated delivery is actually reliable. The result is a controlled, parallel workflow where you can manage complex software development without constantly babysitting every single task, proving that structured oversight makes automated coding genuinely useful.
π @hackernewsgithubprojects
Kander: The Kanban Board for AI Agents
Kander drives nearly a thousand real production tasks by orchestrating multiple A I agents on a single terminal kanban board. This tool solves the chaos of parallel coding by physically isolating each agent in its own workspace and running a strict, independent review gate before any code is accepted. It acts like a rigorous project manager, catching logical bugs that cheaper models might miss and ensuring that automated delivery is actually reliable. The result is a controlled, parallel workflow where you can manage complex software development without constantly babysitting every single task, proving that structured oversight makes automated coding genuinely useful.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ tier-flow/loopvl
LoopVL: The Tiny AI That Thinks in Loops
LoopVL lets you build a vision model that actually looks at your images multiple times before answering. Instead of the usual one-pass approach, this one billion parameter model reuses the same brain layers over and over, looping through the visual data to refine its understanding. It is surprisingly good at complex reasoning, solving math problems, and spotting details in photos. You can run this right on your own graphics card, which is rare for this level of performance. It is a clever way to get big results without needing a data center. If you want to see how much a little repetition can do, check it out.
π @hackernewsgithubprojects
LoopVL: The Tiny AI That Thinks in Loops
LoopVL lets you build a vision model that actually looks at your images multiple times before answering. Instead of the usual one-pass approach, this one billion parameter model reuses the same brain layers over and over, looping through the visual data to refine its understanding. It is surprisingly good at complex reasoning, solving math problems, and spotting details in photos. You can run this right on your own graphics card, which is rare for this level of performance. It is a clever way to get big results without needing a data center. If you want to see how much a little repetition can do, check it out.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ donvito/agent-monitor
Agent Monitor
Watching your AI coding agents spawn a new subagent and animate it into a live graph is the coolest thing I have seen. Agent Monitor is a local dashboard that automatically finds your active Codex or Claude Code sessions and maps out the entire family tree of agents. It shows you exactly who spawned whom, what model each one uses, and how many tokens they are burning in real time. Because everything runs locally, your data stays on your machine, giving you total privacy. It is basically a mission control for your code helpers.
π @hackernewsgithubprojects
Agent Monitor
Watching your AI coding agents spawn a new subagent and animate it into a live graph is the coolest thing I have seen. Agent Monitor is a local dashboard that automatically finds your active Codex or Claude Code sessions and maps out the entire family tree of agents. It shows you exactly who spawned whom, what model each one uses, and how many tokens they are burning in real time. Because everything runs locally, your data stays on your machine, giving you total privacy. It is basically a mission control for your code helpers.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ alejandroqh/browser39
Browser39: The Headless Browser That Saves 75x Tokens
Browser39 is the headless browser that returns exact page sections in just one hundred and ninety-six tokens instead of dumping the whole site. Built in Rust, it runs JavaScript without needing Chrome and turns messy web pages into clean, readable text for artificial intelligence. In a real test, while other tools burned thousands of tokens or missed content entirely, this tool grabbed the exact Wikipedia section needed at zero cost. It is a single, lightweight binary that keeps everything local, so your agent gets precise data without sending secrets to the cloud. If you are building tools that read the web, this is the efficient way to do it.
π @hackernewsgithubprojects
Browser39: The Headless Browser That Saves 75x Tokens
Browser39 is the headless browser that returns exact page sections in just one hundred and ninety-six tokens instead of dumping the whole site. Built in Rust, it runs JavaScript without needing Chrome and turns messy web pages into clean, readable text for artificial intelligence. In a real test, while other tools burned thousands of tokens or missed content entirely, this tool grabbed the exact Wikipedia section needed at zero cost. It is a single, lightweight binary that keeps everything local, so your agent gets precise data without sending secrets to the cloud. If you are building tools that read the web, this is the efficient way to do it.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ vavallee/bindery
Bindery: The Self-Healing Book Manager
Bindery automates the entire journey of acquiring and organizing digital books, handling the search, download, and filing without you lifting a finger. It solves a frustrating problem in self-hosted libraries: previous tools collapsed entirely when a single metadata website vanished, leaving users with broken, unusable apps. This project fixes that by pulling data from several independent, stable sources, so if one service goes offline, the others quietly step in to keep your catalog running. It also lets you drag in your old database with one command, instantly bringing all your authors and settings into a fresh, modern interface.
π @hackernewsgithubprojects
Bindery: The Self-Healing Book Manager
Bindery automates the entire journey of acquiring and organizing digital books, handling the search, download, and filing without you lifting a finger. It solves a frustrating problem in self-hosted libraries: previous tools collapsed entirely when a single metadata website vanished, leaving users with broken, unusable apps. This project fixes that by pulling data from several independent, stable sources, so if one service goes offline, the others quietly step in to keep your catalog running. It also lets you drag in your old database with one command, instantly bringing all your authors and settings into a fresh, modern interface.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ lotvulture/lotvulture
Lot Vulture
Lot Vulture is the parking system that turns existing security cameras into live occupancy maps without touching the pavement. Most smart lots require drilling into asphalt to install magnetic sensors for every single spot, which is expensive and breaks easily. This project skips that entirely by running computer vision directly on the camera feed to detect cars in real time. It works with standard IP cameras from any brand, meaning you get a live dashboard and instant alerts using hardware you probably already own.
π° https://news.ycombinator.com/item?id=49550503
π @hackernewsgithubprojects
Lot Vulture
Lot Vulture is the parking system that turns existing security cameras into live occupancy maps without touching the pavement. Most smart lots require drilling into asphalt to install magnetic sensors for every single spot, which is expensive and breaks easily. This project skips that entirely by running computer vision directly on the camera feed to detect cars in real time. It works with standard IP cameras from any brand, meaning you get a live dashboard and instant alerts using hardware you probably already own.
π° https://news.ycombinator.com/item?id=49550503
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ qualixar/superlocalmemory
Superlocalmemory: Your AI's Local Brain
Stop letting your AI forget everything after every chat. Superlocalmemory gives your AI agents a private, local brain that actually remembers what you told it, right on your own machine. It is not just a database, but a controlled space where your agents can store, find, and organize facts without sending sensitive data to some far-off cloud. The coolest part is that it learns from your team, sharing knowledge securely so everyone works smarter together. It is like giving your tools a long-term memory you control. If you build with AI, this is how you make them truly useful partners, not just parrots.
π° https://news.ycombinator.com/item?id=49963368
π @hackernewsgithubprojects
Superlocalmemory: Your AI's Local Brain
Stop letting your AI forget everything after every chat. Superlocalmemory gives your AI agents a private, local brain that actually remembers what you told it, right on your own machine. It is not just a database, but a controlled space where your agents can store, find, and organize facts without sending sensitive data to some far-off cloud. The coolest part is that it learns from your team, sharing knowledge securely so everyone works smarter together. It is like giving your tools a long-term memory you control. If you build with AI, this is how you make them truly useful partners, not just parrots.
π° https://news.ycombinator.com/item?id=49963368
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ ganyuanran/autoloom
Autoloom: AI Coding That Actually Thinks
Stop letting your code agent guess. Autoloom makes your AI think like an engineer before it writes a single line. It asks why you even need to change the code and checks if you're adding unnecessary complexity. Then, when it finishes, it proves its work with actual evidence instead of just saying it's done. This is a free desktop app for Windows that plugs in any model you want. It turns chaotic AI coding into a disciplined process you can actually trust, saving you from endless debugging. Your AI stops hallucinating and starts delivering real, verified software. Give it a spin and watch your code quality shoot up.
π @hackernewsgithubprojects
Autoloom: AI Coding That Actually Thinks
Stop letting your code agent guess. Autoloom makes your AI think like an engineer before it writes a single line. It asks why you even need to change the code and checks if you're adding unnecessary complexity. Then, when it finishes, it proves its work with actual evidence instead of just saying it's done. This is a free desktop app for Windows that plugs in any model you want. It turns chaotic AI coding into a disciplined process you can actually trust, saving you from endless debugging. Your AI stops hallucinating and starts delivering real, verified software. Give it a spin and watch your code quality shoot up.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ cneuralnetwork/kharcha
Kharcha: Your bank SMS ledger
Kharcha reads the bank text messages already sitting in your phone to build a private spending ledger. It pulls out the amounts and merchants, keeping the original message right next to the entry so you can always double-check the facts. The whole thing lives locally on your device, meaning no account sign-up and no data leaving your phone unless you explicitly turn on an encrypted backup. It is a clever, low-maintenance way to finally stop guessing where your money went. If you want a clearer picture of your daily spend without handing your finances to a giant cloud app, this is the tool to try.
π @hackernewsgithubprojects
Kharcha: Your bank SMS ledger
Kharcha reads the bank text messages already sitting in your phone to build a private spending ledger. It pulls out the amounts and merchants, keeping the original message right next to the entry so you can always double-check the facts. The whole thing lives locally on your device, meaning no account sign-up and no data leaving your phone unless you explicitly turn on an encrypted backup. It is a clever, low-maintenance way to finally stop guessing where your money went. If you want a clearer picture of your daily spend without handing your finances to a giant cloud app, this is the tool to try.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ wuyoscar/aisafetyhot-hub
AI Safety HOT: Daily AI Safety Digest
Keep your AI agent up to date on safety by connecting it to a live daily digest of attacks, defenses, and governance news. The AI Safety HOT Hub publishes a curated Chinese briefing every morning, translating complex academic papers into plain language and providing open data in standard formats for your research. The standout feature is its agent integration, allowing your automated tools to query this live security intelligence directly without needing any API keys. You no longer have to manually track scattered research to stay safe. This project turns noisy technical updates into a single, actionable daily brief for any developer building with large language models.
π @hackernewsgithubprojects
AI Safety HOT: Daily AI Safety Digest
Keep your AI agent up to date on safety by connecting it to a live daily digest of attacks, defenses, and governance news. The AI Safety HOT Hub publishes a curated Chinese briefing every morning, translating complex academic papers into plain language and providing open data in standard formats for your research. The standout feature is its agent integration, allowing your automated tools to query this live security intelligence directly without needing any API keys. You no longer have to manually track scattered research to stay safe. This project turns noisy technical updates into a single, actionable daily brief for any developer building with large language models.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ precogly/precogly
Precogly: The Open Source Threat Modeler
Precogly is an open-source threat modeling platform that includes a built-in AI assistant capable of suggesting specific threats for your system architecture. It solves the problem of expensive commercial software by giving teams a free, self-hosted workspace to map out data flows and identify security risks. The platform connects those findings directly to compliance standards like NIST, making it easier to prove security readiness. You can even let an AI model scan your diagram to point out vulnerabilities you might have missed. It is a practical tool for developers who need to understand their system security without buying a new license.
π° https://news.ycombinator.com/item?id=49963583
π @hackernewsgithubprojects
Precogly: The Open Source Threat Modeler
Precogly is an open-source threat modeling platform that includes a built-in AI assistant capable of suggesting specific threats for your system architecture. It solves the problem of expensive commercial software by giving teams a free, self-hosted workspace to map out data flows and identify security risks. The platform connects those findings directly to compliance standards like NIST, making it easier to prove security readiness. You can even let an AI model scan your diagram to point out vulnerabilities you might have missed. It is a practical tool for developers who need to understand their system security without buying a new license.
π° https://news.ycombinator.com/item?id=49963583
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ martindelophy/awesome-gpt-6-astra
GPT-6 Astra: The Game Gallery
GPT-6 Astra is the curated collection that proves large language models can build entire playable games from scratch. This repository acts as a living gallery for hundreds of browser-based games created specifically using the Astra model. You will find everything from simple arcade puzzles to complex strategy titles, each with its source code and the exact prompts used to generate them. It solves the problem of hidden AI capabilities by showing exactly how a text model transforms into interactive entertainment. The collection highlights one surprising truth: these models are not just text engines, but creative coding partners capable of producing polished, playable experiences.
π @hackernewsgithubprojects
GPT-6 Astra: The Game Gallery
GPT-6 Astra is the curated collection that proves large language models can build entire playable games from scratch. This repository acts as a living gallery for hundreds of browser-based games created specifically using the Astra model. You will find everything from simple arcade puzzles to complex strategy titles, each with its source code and the exact prompts used to generate them. It solves the problem of hidden AI capabilities by showing exactly how a text model transforms into interactive entertainment. The collection highlights one surprising truth: these models are not just text engines, but creative coding partners capable of producing polished, playable experiences.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ saawant12/orbit-store-ps5
Orbit Store PS5: Download Games From Your Phone
Your phone is now the remote control for your PlayStation Five game downloads. A new homebrew app called Orbit Store turns your console into a smart download hub that lives right on your television. It ships with a built-in library of five hundred and eighty-one games, letting you browse, compare file sizes, and start transfers without leaving your couch. The coolest part is that you can pair your smartphone to manage the entire queue over your local network. You can pause, resume, or reorder downloads from the bed, while the file saves directly to your external drive.
π @hackernewsgithubprojects
Orbit Store PS5: Download Games From Your Phone
Your phone is now the remote control for your PlayStation Five game downloads. A new homebrew app called Orbit Store turns your console into a smart download hub that lives right on your television. It ships with a built-in library of five hundred and eighty-one games, letting you browse, compare file sizes, and start transfers without leaving your couch. The coolest part is that you can pair your smartphone to manage the entire queue over your local network. You can pause, resume, or reorder downloads from the bed, while the file saves directly to your external drive.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ pi-pod/pipod
Run AI Coding Agents From Your Phone
Your AI coding assistant can actually run on a server you own, accessible from your pocket. This is PIPod, an open-source tool that spins up isolated, disposable computer environments called pods on your own hardware. You drive these sessions from a terminal or a native app on your phone or Android device. The cool part is that you can kick off a coding task, walk away, and check the progress later from anywhere. It uses standard login systems to keep things secure without storing your passwords. This is great for people who want full control over their AI infrastructure but still need the convenience of mobile access.
π @hackernewsgithubprojects
Run AI Coding Agents From Your Phone
Your AI coding assistant can actually run on a server you own, accessible from your pocket. This is PIPod, an open-source tool that spins up isolated, disposable computer environments called pods on your own hardware. You drive these sessions from a terminal or a native app on your phone or Android device. The cool part is that you can kick off a coding task, walk away, and check the progress later from anywhere. It uses standard login systems to keep things secure without storing your passwords. This is great for people who want full control over their AI infrastructure but still need the convenience of mobile access.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ rackulalives/rackula
Rackula: Design Your Rack
Rackula is the browser tool that finally makes planning your home server rack painless. It solves the headache of guessing how much space you need before you buy hardware, giving you a live, interactive canvas to drag and drop real devices like switches and servers. You can even import data from NetBox, so your digital layout matches your physical setup. Itβs less about coding and more about organizing your tech like a puzzle. If youβre building a homelab, this is the simple, visual way to figure out exactly where every unit fits before you start drilling holes.
π @hackernewsgithubprojects
Rackula: Design Your Rack
Rackula is the browser tool that finally makes planning your home server rack painless. It solves the headache of guessing how much space you need before you buy hardware, giving you a live, interactive canvas to drag and drop real devices like switches and servers. You can even import data from NetBox, so your digital layout matches your physical setup. Itβs less about coding and more about organizing your tech like a puzzle. If youβre building a homelab, this is the simple, visual way to figure out exactly where every unit fits before you start drilling holes.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ empero-org/brewery-ai
Brewery: The AI Assistant That Trains Your Own Model
Brewery is the console agent that turns fine-tuning AI models into a simple chat. It acts as a brewmaster, guiding you from picking a base model to finding data and running training, handling the complex setup for you. You can rent a server or use your own computer, and the agent manages the whole process so you don't have to guess settings. It even generates a model card and uploads your result to Hugging Face automatically. If you want to customize an AI without getting lost in code, this tool makes the entire process accessible and straightforward for anyone.
π @hackernewsgithubprojects
Brewery: The AI Assistant That Trains Your Own Model
Brewery is the console agent that turns fine-tuning AI models into a simple chat. It acts as a brewmaster, guiding you from picking a base model to finding data and running training, handling the complex setup for you. You can rent a server or use your own computer, and the agent manages the whole process so you don't have to guess settings. It even generates a model card and uploads your result to Hugging Face automatically. If you want to customize an AI without getting lost in code, this tool makes the entire process accessible and straightforward for anyone.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ zeemscript/trustmint
TrustMint
TrustMint automatically blocks asset transfers on Stellar unless a compliance engine verifies the holder first. This open-source toolkit solves the problem of moving real-world assets like property shares or carbon credits on blockchain without breaking legal rules. It bundles smart contracts that check identity and transfer limits before any trade happens. You get ready-made templates for invoices and real estate, making it easy to prototype compliant digital assets. The key takeaway is that trust is built into the code, not just promised.
π @hackernewsgithubprojects
TrustMint
TrustMint automatically blocks asset transfers on Stellar unless a compliance engine verifies the holder first. This open-source toolkit solves the problem of moving real-world assets like property shares or carbon credits on blockchain without breaking legal rules. It bundles smart contracts that check identity and transfer limits before any trade happens. You get ready-made templates for invoices and real estate, making it easy to prototype compliant digital assets. The key takeaway is that trust is built into the code, not just promised.
π @hackernewsgithubprojects