📦 grafana/agento11y

Grafana Agento11y: See Inside Your AI Agents

Grafana Agento11y is the observability suite that finally lets you see exactly what your AI coding agents are doing. It wraps tools like Cursor, Claude Code, and Codex to capture every prompt, tool call, and token usage, sending that data to Grafana Cloud for analysis. You get a unified dashboard showing costs, performance, and privacy settings across all your different agents without manual logging. This helps developers spot expensive loops, debug failures, and track how models behave over time. If you are building or using AI agents, this project gives you the clarity to understand and manage them effectively.

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📦 monid-ai/monid

Monid: The Universal Router for AI Agents

One API key, one address, and your AI agent can reach over two thousand distinct tools instantly. That is the core promise of Monid, a platform that acts like a universal router for agent capabilities. It solves the messy problem of integrating dozens of different vendors by wrapping them in a single, standardized interface. Instead of your agent fumbling through specific documentation for every new service, it simply asks Monid to find the right tool. The system even ranks options by cost and speed at the moment of the request. This means your agent always picks the most efficient and cheapest path to get the job done.

📰 https://news.ycombinator.com/item?id=49730644

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📦 declare-lab/della

DELLA: Smarter Model Merging

DELLA is the model merging technique that finally stops AI models from fighting each other. When researchers combine multiple specialized AI models into one, their internal settings often clash, causing performance to drop. This project solves that problem by ranking every single setting based on its size and then randomly discarding the smallest, least important ones. It then mathematically boosts the remaining strong settings to fill the gap. This simple idea prevents the different models from interfering with each other, resulting in a combined system that handles language, math, and code better than any previous merging method.

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📦 rerun-io/examples-monorepo

One Home for Every Vision Project

Rerun’s examples monorepo packs over twenty distinct computer vision applications into one unified workspace, so you can test everything from hand tracking to 3D scene reconstruction without juggling a dozen different setups. It solves the classic dependency mess by using a single configuration file to manage every environment, meaning your camera feeds and neural networks run exactly the same way on your laptop as they do on a server. You get instant access to tools that turn raw video into interactive 3D models, all backed by one consistent build system.

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📦 venkatapgummadi/ascend

ASCEND: Catches AI Coding Mistakes

ASCEND stops the bugs your AI coding assistant introduces before they reach production. While most pipelines just run tests, this tool adds a strict security gate that actually blocks bad code from moving forward. The standout feature is how it handles AI drift. When your helper changes something unexpectedly, ASCEND compares the code structure to catch errors that normal tests miss. It then uses AI to fix the conflict automatically. This keeps your codebase safe without slowing down your team. It is a smart way to balance speed with security. If you use AI to write code, you need this safety net.

📰 https://news.ycombinator.com/item?id=47858020

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📦 doelfke/ninfer-yarn

Run Qwen 3.8 B on One GPU

Ninfer Yarn is the inference engine that squeezes a massive language model onto a single consumer graphics card. It runs the twenty-seven billion parameter Qwen model with a huge context window on an RTX 5090, which is wild because that usually requires expensive server racks. The project focuses on raw speed by using specialized math kernels and efficient memory handling, so you get fast responses without needing a data center. It is built for people who want high-performance AI locally without the massive power bill or hardware cost. If you are curious about running big models at home, this is the project to watch.

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📦 summerengine/summer

Summer: The Game Engine for AI Agents

Build playable games using your favorite AI coding assistant by giving it direct control over a real game engine. Summer is an open source package that turns your text chat agent into a capable game developer. It connects your AI directly to the engine so it can build scenes, write logic, and test the results in real time. The coolest part is that the agent can actually play the game and read the debugger to fix its own mistakes. It also remembers your project details so you never have to repeat yourself. If you want to make games with AI, this is the tool you need.

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📦 gargpratyush/jev-router

Jev Router: Save Money on AI Coding

Route your coding tasks to the cheapest AI model that can actually handle them. Jev Router wraps your favorite command-line tools, automatically deciding between fast, balanced, and strong models for every single request. Instead of paying top dollar for complex reasoning on simple code fixes, it keeps the interface you already know while quietly swapping out the engine behind the scenes. This means you get premium results for heavy lifting and snappy responses for quick fixes, all without changing how you work. It is a smart way to cut costs without sacrificing the quality of your code.

📰 https://news.ycombinator.com/item?id=49746321

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📦 tinyhumansai/opencompany

opencompany: The AI Office Simulation

opencompany is the agent framework that simulates an entire workforce working toward a single goal. It solves the problem of scattered AI helpers by organizing them into distinct, professional roles, such as accountants, designers, or researchers, each with specific duties and shared company standards. You define a business unit, like a software startup or a law firm, and the system assigns agents to their jobs, allowing them to collaborate on real tasks like drafting contracts or closing quarterly books. This turns a loose collection of prompts into a coordinated team effort. Instead of asking a single AI to do everything, you watch a digital company operate with structure and intent.

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📦 lovablelabs/oj

OJ: The Rust React Build Tool That Fixes Memory

OJ is the build tool that finally makes running React apps on a tight budget a reality. It is a native Rust compiler that replaces the heavy JavaScript overhead of traditional development environments, meaning it starts up faster and uses a tiny fraction of the computer memory you are used to wasting. While other tools can eat up gigabytes of your system’s resources, OJ keeps things lean and snappy, even when you are running multiple builds at once for testing or deployment. This makes it a game changer for anyone who cares about efficiency, proving that you do not have to sacrifice speed for reliability.

📰 https://news.ycombinator.com/item?id=49746713

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📦 syv-ai/hyperqwen

HyperQwen: 27B on 24GB

HyperQwen lets a single twenty-four gigabyte graphics card serve a massive twenty-seven billion parameter language model at speeds that rival dedicated server clusters. This project solves a common problem where huge AI models simply do not fit on consumer hardware by using a specialized pipeline to compress and optimize the data flow. It achieves this through a series of precise technical patches and a unique way of predicting the next words to generate, which dramatically speeds up the process. The result is a fast and responsive local assistant that runs entirely on your own machine.

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📦 raemote/raemote_server

Raemote: Your Home Server Pocket Edition

Raemote is the private bridge that puts your home server apps in your pocket. If you run media players or smart home dashboards on your computer, you usually have to be in the same room or set up complicated network tricks to reach them from your phone. Raemote solves this by running quietly in the background, finding the web apps already running on your machine, and creating a secure, encrypted tunnel directly to your iOS device. No accounts, no public IP addresses, and no port forwarding required. It works like a magic remote control for your own hardware, whether you are on the same Wi-Fi or miles away.

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📦 qxoticai/qxotic

AI in a jar? Qxotic AI is real

Run entire artificial intelligence models directly on your Java application without needing Python or external servers. This is the big idea behind Qxotic AI, a complete open source stack that brings local AI capability right into the Java Virtual Machine. The coolest part is how they built it from scratch for Java, meaning you get a self-contained binary with millisecond startup times and no messy sidecar processes. It handles everything from tokenizing text to running the actual inference engine, all wrapped up in a simple library. You write your app, drop in the model, and it just works locally on your machine.

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📦 iman/caspian

Caspian: The DIY VPN Hotspot That Works On Any Device

Caspian is the open source gateway that turns any old computer into a private wireless hotspot. If you have ever wanted to protect your whole house without installing apps on every phone or tablet, this tool changes the rules. You simply plug your computer into a router, paste your proxy config into a simple web panel, and Caspian broadcasts a standard WiFi signal. Any device connecting to that network is instantly routed through your tunnel, keeping your traffic private and helping it slip past basic network inspection.

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📦 mhsanaei/3x-ui

The One-Stop Proxy Panel

3x-ui is the web panel that turns a blank server into a fully managed network gateway without touching a single line of code. It wraps the Xray core engine in a friendly dashboard, letting you spin up secure connections like WireGuard or Shadowsocks with just a few clicks. The real magic is how it handles every user individually. You can set strict traffic limits and expiry dates for specific clients, track exactly who is connected in real time, and manage everything from a phone or desktop browser. It is the perfect way to self-host a private, high-performance network without hiring a sysadmin.

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📦 amnezia-vpn/amnezia-client

Amnezia Client: The VPN That Builds Itself

Amnezia Client is the self-hosted VPN client that actually builds your server for you. Usually, setting up a secure connection means digging through server logs and configuring files by hand, which is a headache most people just skip. This tool changes that by letting you type in your server details, then it handles the rest. It automatically installs the necessary software on your machine and sets up the secure tunnel so you can start browsing privately without becoming a sysadmin. It works across all your devices, from laptops to phones, making it a true power move for anyone who wants control over their own internet security without the technical pain.

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📦 net4people/bbs

Net4People BBS: The Multilingual Censorship Forum

The Net4People BBS is a multilingual forum where developers and researchers discuss how to bypass Internet censorship. It is not a standard chat app; it uses GitHub issues to host open, public conversations. The most striking feature is its inclusive policy: you can start a topic in your own language, and the community commits to translating it for everyone else. This setup solves a massive problem. Technical knowledge about blocking filters or accessing blocked sites often gets trapped in one language, leaving the rest of the world in the dark. By forcing translation, the project ensures that clever workarounds and research findings spread globally.

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📦 therobotstudio/so-arm100

The $200 Robot Arm That Teaches AI

Build a low cost robot arm that lets you teach AI by simply moving it yourself. The so arm one hundred is a compact project where you print and assemble a pair of arms to mimic human motion. This setup solves the expensive data problem by allowing you to physically demonstrate tasks for a machine to copy. It works with the LeRobot library to turn your hand movements into training data for robotics. You do not need to write complex control code to get started. The whole system is designed to be accessible and open for hobbyists. It is a practical way to explore how machines learn physical skills.

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📦 ace-trump-tech/mindpaw

MindPaw: The 50 Dollar AI Robot Dog

MindPaw is the open source desktop robot dog that proves you can build a real AI companion for under fifty dollars. Instead of buying an expensive pre made gadget, you assemble a tiny four legged machine from basic parts like cheap motors and a small screen. The coolest part is that it doesn't just move around, but actually understands you. It can talk to you using a large language model, recognize your hand gestures through a camera, and even show different moods on its little face.

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📦 pollen-robotics/reachy_mini

Reachy Mini: The Robot Head That Actually Listens

Reachy Mini turns a small, friendly robot head into a fully interactive companion that can see, hear, and speak. Instead of wrestling with low level hardware drivers, you get a polished tool that connects your code directly to the robot's eyes, ears, and mouth. This means you can build an assistant that tracks your face, records your voice, or chats back with you using natural speech, all without needing a PhD in robotics. It handles the messy parts of motor control and audio so you can focus on creating cool behaviors. If you want to build a personal AI buddy that actually feels alive, this is your head start.

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