📦 trustabl/agent-reliability-analyzer

Agent Reliability Analyzer: Find and Fix Agent Failures

Catching the subtle ways your AI agents fail is no longer guesswork. The Agent Reliability Analyzer is a deterministic scanner that digs through your code to find and fix those specific reliability failures. It looks for the exact patterns that cause agents to break under pressure, like missing timeouts or unsafe tool calls, and tells you precisely how to patch them. No vague advice, just concrete fixes that make your systems actually hold up. If you are building agents that need to work when it really counts, this tool is your safety net. Stop shipping code that might work today but fails tomorrow.

🆔 @hackernewsgithubprojects

📦 notaroomba/keybytes

Keybytes: The Keyboard You Build Yourself

Keybytes is the modular keyboard that lets you snap every single key onto the board like a puzzle piece instead of soldering them permanently. It solves the headache of custom layouts by using tiny magnetic cases and spring-loaded pins to hold individual key modules together, so you can rearrange your entire setup whenever you want without tools. The coolest part is that every single key has its own tiny brain and a magnetic connection, turning your desk into a fully customizable, detachable grid. If you have ever wanted to tweak your keyboard setup without ripping out wires, this project proves you can actually make it happen.

📰 https://news.ycombinator.com/item?id=50228115

🆔 @hackernewsgithubprojects

📦 apache/magpie

Apache Magpie: The AI Helper for Open Source

Apache Magpie gives your AI coding assistant a job, but with a catch. It handles the boring stuff like triaging bugs, reviewing code, and drafting fixes for you. The wild part is that it never actually posts anything. It drafts everything, and a human has to hit send, so no rogue bots are ruining your project. It also locks the AI in a digital cage before it touches your code, meaning it cannot read sensitive secrets or break rules. It is not a product you pay for or a service that watches you. It is just a set of tools that helps maintainers keep their sanity.

🆔 @hackernewsgithubprojects

📦 mochiiwuff/capri-desktop

Capri: The Cyberpunk AI on Your Desktop

A character from Cyberpunk Edgerunners now sits on your computer desktop and narrates your code assistant in real time. This open source project is an animated desktop pet that teleports around your screen, sits on window borders, and reacts to your terminal commands. It turns a boring coding session into a lively, visual story where the character glitches, celebrates finished tasks, and alerts you when your AI needs permission. Built with web technologies, it runs locally and connects directly to your coding tool without sending data to the cloud. It is a unique way to make automated coding feel personal, interactive, and genuinely fun.

🆔 @hackernewsgithubprojects

📦 till0196/coax

coax

Turn any USB tuner board into a universal streaming device with Coax. It works as a background service that controls your hardware directly, meaning no messy manufacturer drivers or extra libraries are needed. This is interesting because it solves the headache of managing different tuner types on Windows, Linux, or Mac by making them all look identical to your software. Whether you are recording or just watching, it gives you a clean, shared stream without the usual compatibility headaches. If you own a tuner board that feels finicky or hard to set up, this tool is the simple fix you have been looking for.

🆔 @hackernewsgithubprojects

📦 firecrawl/web-agent

Web Agent: Your Own AI Researcher

Firecrawl Web Agent lets you build an AI researcher that actually reads the web instead of guessing. It doesn't just search for links; it opens pages, clicks buttons, and digs through content to pull out exactly what you need. This open source project gives you the full toolkit to run this yourself, letting you swap in different models or add custom skills. You get a working agent that plans its steps, checks the results, and repeats until the job is done. It is a real tool for anyone who wants reliable, structured data from the internet without writing brittle scrapers.

🆔 @hackernewsgithubprojects

📦 nzfeng/points-as-tori

Points as Tori: Fast Signed Distance

Points as Tori is the geometry tool that calculates exact surface distances from scattered points without building a full 3D model. It takes a raw point cloud and fits tiny invisible rings called tori to the data, using a small neural network to learn the shape. This approach lets you ask for the distance to the nearest surface at any location instantly, skipping the slow and expensive step of creating a solid mesh first. It is particularly useful for simulations or rendering where you need precise, mathematically sound surface values quickly.

🆔 @hackernewsgithubprojects

📦 alibaba/qz-browser-agent

QZ Browser Agent: Your Chrome, Your AI

Alibaba just built a Chrome extension that lets your own private AI model drive your browser directly. It is not a cloud service where your data travels to a server; the intelligence runs locally on your machine. You tell it to find specific information, and it navigates pages, clicks through menus, and pulls out exactly what you need, all inside your current tab. This solves the privacy headache of sending your browsing habits to third parties while still getting the power of automated research. It turns your standard browser into a tool that actually does work for you, not just displays it.

🆔 @hackernewsgithubprojects

📦 athcagithub/postiz-leaked

Postiz Leaked: The Full Codebase

A former marketing executive at Postiz just published the entire source code for the company's social media scheduling platform. This repository contains every single feature Postiz charges customers for, including AI agents, analytics, and connections to over thirty different social networks. It is now available to anyone under an open source license. However, the maintainer adds a layer of irony by noting that actually running this system is a massive undertaking. You have to manage your own database, handle complex server workflows, and constantly update the code to keep up with changing social media rules.

🆔 @hackernewsgithubprojects

📦 phpantom-dev/phpantom_lsp

PHPantom LSP

Stop letting your editor guess what your PHP code actually does. PHPantom LSP connects your editor directly to your code to give you instant, deep type intelligence. It doesn't just check for syntax errors; it understands complex generics, Laravel structures, and specific annotations to catch real bugs before you run anything. The best part is how fast it is. You type, and it responds immediately, so you can actually feel the flow of your work instead of waiting for a spinner. It turns a basic text editor into a smart assistant that truly gets your codebase.

🆔 @hackernewsgithubprojects

📦 googlecloudplatform/cxas-scrapi

CX Agent Studio Scripting API: Code Your Bots

The single most surprising thing about the CX Agent Studio Scripting API is that it lets you treat your AI agents like standard software you can actually test and lint in your terminal. It is a Python library from Google that solves the problem of building customer service bots by giving you a command line tool to run offline checks, simulate conversations, and catch logic errors before you deploy anything. Instead of guessing if your bot sounds natural, you can run automated evaluations right on your laptop to see exactly where it fails. It turns agent development from a black box into a manageable codebase you can version and debug.

🆔 @hackernewsgithubprojects

📦 safzanpirani/comfyui-zip-ties

Zip Ties: The Cable Management You Didn't Know You Needed

Zip Ties is the ComfyUI extension that finally stops your node graphs from looking like a tangled mess of spaghetti. It lets you bundle messy wires into neat, color-coded ribbons using a gesture that feels like using a real cable tie. Just hold the Z key and drag a line across your connections to snap them together, turning a chaotic web into organized groups. The coolest part? These bundles are smart, moving and rotating with your nodes while keeping your workflow fully functional. It is a tiny, pure JavaScript tool that adds zero bloat, making your complex image generation setups look professional and clean in seconds.

🆔 @hackernewsgithubprojects

📦 token-gate-llms/tokengate

TokenGate: 11x Faster LLM Prefill

TokenGate lets you make large language models process massive amounts of text much faster by teaching them to skim rather than read every single word. Instead of forcing the model to analyze every token in a long document, this tool adds a smart filter that identifies only the important parts, skipping the rest to save time and memory. You can add this feature to existing models with simple training, and it works so well that the model can answer questions correctly even when it only reads a tiny fraction of the input.

📰 https://news.ycombinator.com/item?id=50240482

🆔 @hackernewsgithubprojects

📦 amosblomqvist/learnharness

LearnHarness: The AI That Actually Teaches

LearnHarness is the desktop app that actually teaches difficult subjects instead of just summarizing them. It uses AI agents to build a personal map of what you understand, then designs a lesson plan that starts exactly where your knowledge ends. You can think out loud while explaining your reasoning, which helps the app find hidden confusions and fix them before you move on. The most interesting part is that everything you learn gets saved in a persistent knowledge graph, so the app never starts from scratch. It remembers your reasoning and connects new ideas to old ones, making complex topics feel obvious rather than just familiar.

📰 https://news.ycombinator.com/item?id=50243281

🆔 @hackernewsgithubprojects

📦 project-sunshine-native/cinnamon

Cinnamon: Play Undertale on 3DS

You can play full ports of Undertale and Deltarune directly on your Nintendo 3DS or Wii U, and it all runs through a single project called Cinnamon. This open source tool rewrites the engine code behind GameMaker games so they run natively on older Nintendo hardware, not just phones or computers. It takes the game files, converts them for the specific console architecture, and handles the graphics and sound so they fit the device’s limits. Because it is built from the ground up for these systems, it supports features like the 3DS bottom screen, giving the games a native feel.

🆔 @hackernewsgithubprojects

📦 codecoradev/uteke

Uteke: The Brain for Your AI

Uteke is a single Rust binary that gives your AI agents persistent memory without ever touching the cloud. It solves the frustrating problem of AI tools forgetting everything the moment a session ends. The project stores your data locally using semantic embeddings, allowing agents to recall specific details by meaning rather than just matching keywords. This means your assistant can remember previous decisions and context across different projects, all on your own machine with zero configuration. You get fast, offline recall without needing any API keys or external servers. It is a clever, private way to make your AI tools actually remember what you teach them.

🆔 @hackernewsgithubprojects

📦 derekwisong/datui

Datui: The Terminal Data Viewer That Feels Like Magic

Datui lets you open a file with thirty-eight million rows and see the data in under a second, all right in your terminal. It is a command line tool written in Rust that connects to the Polars engine, meaning it does not load the entire file into your computer's memory before you can look at it. Instead, it reads only the specific parts of the file needed for the screen, allowing you to explore massive datasets from your local disk or directly from cloud storage like S3 without any setup.

📰 https://news.ycombinator.com/item?id=50242411

🆔 @hackernewsgithubprojects

📦 samplaman/owmb

OWMB 3D Sample Cloud

OWMB is the audio tool that maps your entire sample library into an interactive three-dimensional constellation. Instead of scrolling through endless folders, you see thousands of sounds floating in space, clustered together based on how similar their timbre actually sounds. It turns a messy disk full of audio files into a navigable visual map where you can fly through clusters, click a node to audition it instantly, and drag sounds straight into your digital audio workstation. For anyone managing a large collection, this spatial view makes finding that specific snare or synth patch far more intuitive than typing search terms.

🆔 @hackernewsgithubprojects

📦 leekt/skim

Skim: Sync Only What You Need

Skim is the Ethereum state client that syncs only the specific data your application actually uses. Instead of downloading the entire blockchain to answer a single question, it tracks exactly which accounts and storage slots you care about and keeps just that piece current. This means your app runs queries locally in milliseconds without paying for an expensive hosted server or managing a massive full node. It pulls updates straight from the peer network, verifies every piece of data, and ignores everything else. The result is a lightweight tool that lets developers run their own trusted infrastructure without the heavy hardware overhead.

🆔 @hackernewsgithubprojects

📦 mxhm11cr/linuxrunner

Linux Desktops on Your iPhone

LinuxRunner runs a full desktop environment on your iPhone without jailbreaking the device. It interprets ARM64 instructions directly inside an app, allowing you to boot Debian or Alpine Linux and launch real graphical applications like KDE Plasma and Firefox. This solves the problem of mobile devices being locked to a single operating system by creating a sandbox that mimics a standard computer. You get a working terminal, a file manager, and even 3D graphics rendering through a specialized software bridge. It is a fascinating example of how far emulation has come, turning a phone into a capable workstation for development and browsing tasks.

🆔 @hackernewsgithubprojects

📦 zhuoyangliu2005/agentic-wam

Agentic WAM

The robot actually writes its own code. This project, called Agentic World Action Models, makes a robotic arm plan its next move by generating a tiny computer program alongside its physical actions. While standard robots just guess the next motor command, this system imagines the future video, writes a symbolic plan, and moves its gripper all at once. It uses a shared skill library to handle complex tasks like folding towels or using tools, making the robot far more flexible than simple pre-programmed bots. If you are into robotics, this is the bridge between seeing and doing. Check out the Agentic World Action Models repository.

🆔 @hackernewsgithubprojects