📦 hyhmrright/brooks-lint

Stop Writing Bad Code: Meet brooks-lint

Are you tired of AI writing code that works today but creates a maintenance nightmare tomorrow? Enter brooks-lint, a powerful tool that brings fifty years of software engineering wisdom directly into your terminal. Instead of just checking for simple syntax errors, it uses AI to analyze your project against twelve classic engineering books, identifying risks like cognitive overload and architectural decay. You get actionable, traceable findings with specific book citations, severity labels, and even automated fixes. Whether you need a quick PR review or a deep architectural audit, start using expert-backed insights to build better, more resilient software.

📰 https://news.ycombinator.com/item?id=48490591

🆔 @hackernewsgithubprojects

📦 finstep-ai/contesttrade

Build Your Own AI Trading Team with ContestTrade

Ever wanted to build your own autonomous AI trading team? Meet ContestTrade, an innovative framework that uses a unique internal contest mechanism to handle event-driven stock selection. By simulating a real investment firm, it uses a two-stage pipeline where data agents first process market signals, which then compete for selection, followed by research agents that submit and refine final trading proposals. This clever, multi-agent approach filters out noise to help you discover high-value opportunities without constant human oversight. Ready to explore a new paradigm in quantitative trading? Start building your own automated financial analyst today and level up.

🆔 @hackernewsgithubprojects

📦 shandaai/alayarenderer

AI-Powered Game World Rendering with AlayaRenderer

Ever wondered how AI could reshape virtual worlds? Meet the Generative World Renderer, an AI-native engine designed for advanced game editing. This project provides a powerful framework for inverse and forward rendering, letting you decompose game footage into essential G-buffer maps like depth, albedo, and normals. You can then use these to synthesize stunning, stylized video sequences controlled entirely by text prompts. Whether you are transforming lighting or changing the atmosphere of a scene, this framework offers creative new possibilities for virtual environments. Dive into the code and start experimenting with these generative rendering tools today.

🆔 @hackernewsgithubprojects

📦 bobek-balinek/claude-lamp

Turn Your Lamp into a Claude Code Status Indicator

Ever wanted a physical way to track what your AI assistant is doing? This project lets you turn your Moonside LED lamp into a real-time status indicator for Claude Code on macOS. By using Python scripts and Bluetooth, it creates a persistent connection that updates your lamp’s lighting based on Claude’s activity. You get visual cues like a white and navy animation while it works, a steady orange when it is idle, or a bright purple glow when it needs your input. It is a clever way to keep an eye on your workflow without checking your screen.

🆔 @hackernewsgithubprojects

📦 ammaar-alam/minebench

Is Your AI Actually Smart? Test Its 3D Spatial Reasoning!

Ever wonder if your favorite AI model is truly intelligent or just good at predicting text? Meet the project that puts spatial reasoning to the test using Minecraft-style voxel construction. Instead of simple text prompts, these models must generate complex 3D structures using precise coordinate math and specialized construction tools. By visualizing these builds and ranking models through blind head-to-head comparisons, it reveals which AI truly understands geometry and space. It is a brilliant way to cut through the marketing hype and see which models perform best in the real world. Go ahead and explore the leaderboard today.

🆔 @hackernewsgithubprojects

📦 mrdoob/starter-kit-racing

Build Your Own 3D Racing Game in the Browser

Ever wanted to build your own racing game right in the browser? This project is a powerful JavaScript starter kit that brings high-quality 3D racing to the web using Three.js and the crashcat physics engine. It serves as an impressive port of a classic racing starter kit, complete with vehicle physics, track building, and even sound effects. Whether you are curious about how game loops work or want to experiment with custom track layouts, this toolkit provides a perfect foundation. Dive in, start customizing your own tracks, and discover how easy it is to launch a 3D driving experience today.

🆔 @hackernewsgithubprojects

📦 xit-vcs/haxy

Haxy: The Git Forge of the Future-Past

Ever wonder what a git forge would look like if it were built for the future but felt like the past? Meet Haxy, an ambitious, experimental project aiming to rethink how we manage repositories. Instead of keeping issues and pull requests on a central server, Haxy stores all project metadata directly within the repository itself, using a special branch and JSON-based event sourcing. It even features a unique text user interface accessible directly over SSH, which also powers its web experience. It is a bold, federated take on version control that puts your workflow right in your terminal.

📰 https://news.ycombinator.com/item?id=48490880

🆔 @hackernewsgithubprojects

📦 visa/visa-vulnerability-agentic-harness

Automate Security Triage with Visa's AI Vulnerability Harness

Are you struggling to keep up with security vulnerabilities in your codebase? Meet the Visa Vulnerability Agentic Harness, an open-source tool designed to speed up your security triage process using the power of frontier AI. Instead of just finding bugs, this harness uses a nine-stage pipeline to perform everything from threat modeling and deep-dive research to adversarial verification and automated report generation. It focuses on reducing false positives through multi-agent voting and structured triage, helping you get from discovery to a validated fix faster than ever. It is time to transform your security workflow and stay ahead.

📰 https://news.ycombinator.com/item?id=48492829

🆔 @hackernewsgithubprojects

📦 emirce/bullstudio

Take Control of Your Queues with Bullstudio

Struggling to manage your background jobs? Meet Bullstudio, a powerful, developer-focused dashboard built specifically for Bull and BullMQ. It solves the headache of queue visibility by providing a clean, intuitive interface to monitor and manage your tasks. You can run it as a standalone process for quick Redis discovery or embed it directly into frameworks like Next.js, Express, or NestJS to keep your operations secure and centralized. Whether you are debugging or just keeping an eye on your workflow, Bullstudio gives you the insights you need to stay in control. Level up your queue management experience today.

📰 https://news.ycombinator.com/item?id=48494931

🆔 @hackernewsgithubprojects

📦 abdelstark/awesome-jepa

Understanding JEPA: The Future of AI World Models

Ever wonder how AI can learn to understand the world without just memorizing pixels? Meet the Joint Embedding Predictive Architecture, or JEPA, a revolutionary approach to self-supervised learning that focuses on abstract representations. Instead of reconstructing every detail, JEPA predicts latent features to help machines reason and plan like humans. This repository acts as your ultimate hub, gathering essential research, canonical models like I-JEPA and V-JEPA, and practical frameworks for robotics and data analysis. Whether you are into medical imaging or AI planning, it is the perfect place to explore how these world models are shaping autonomous intelligence.

🆔 @hackernewsgithubprojects

📦 leonxlnx/lumenshaders

Create Perfect Looping Abstract Art with LUMEN

Unlock your creativity with a powerful generative shader studio that lets you craft stunning, abstract digital art directly in your web browser. This tool enables you to generate mesmerizing visuals like liquid chrome, silk ribbons, and data glyphs using real-time WebGL2 rendering. Every animation is designed as a mathematically perfect loop, making it perfect for creative projects. You can fine-tune textures, lighting, and color palettes, then export your creations as high-quality images, seamless looping videos, or GIFs. Simply randomize, experiment with different styles, and share your unique designs using simple codes. Start creating your own infinite motion art today.

🆔 @hackernewsgithubprojects

📦 shraga100/claude-desktop-rtl-patch

Get Right-to-Left Support in Claude Desktop for Windows

Struggling with messy Hebrew or Arabic text in Claude Desktop? Many Windows users find that right-to-left languages simply do not display correctly, but this clever community patch finally solves the problem. By injecting custom CSS, it automatically detects and aligns your text in real time while keeping code blocks perfectly readable. It even fixes common window UI display bugs on RTL systems. The installation is straightforward, providing a secure, automated way to patch your files and even handle future app updates effortlessly. Take control of your interface and enjoy a smooth, native-feeling writing experience for your RTL projects today.

🆔 @hackernewsgithubprojects

📦 no1msd/seance

Stop Losing Your AI Coding Agents: Meet Séance

Struggling to keep track of your AI coding agents? Meet Séance, a powerful Linux-native terminal multiplexer designed specifically to monitor your AI workflows. It automatically detects sessions from tools like Claude Code and tracks their status in real time, showing you exactly when they are working, idle, or waiting for your input. Using a unique scrolling horizontal layout inspired by Niri, it keeps your long sessions organized and easy to navigate. Plus, it is fully scriptable, allowing AI agents to manage their own workspaces. Upgrade your terminal experience and bring order to your AI projects today.

🆔 @hackernewsgithubprojects

📦 minimax-ai/msa

Supercharge LLMs with MiniMax Sparse Attention

Unlock massive performance gains for your AI models with MiniMax Sparse Attention, a specialized toolkit designed specifically for NVIDIA SM100 GPUs. This repository provides high-performance kernels for both dense FlashAttention and advanced sparse attention, allowing you to optimize memory usage and compute efficiency. It features flexible JIT-compiled kernels and a powerful CuTe-DSL stack that supports various quantization formats like FP8, FP4, and NVFP4. Whether you are handling sparse prefill or paged decoding, these tools help you push the limits of modern hardware. Dive into this repository to start accelerating your attention workflows and see the difference in your model performance today.

🆔 @hackernewsgithubprojects

📦 cocktailpeanut/image-to-prompt

Turn Any Image Into Editable AI Prompts!

Ever wanted to turn your images into structured AI prompts effortlessly? This minimal local web app makes it possible by using powerful computer vision to analyze your photos. By leveraging the Florence-2 model, it automatically drafts detailed scene captions, object boxes, and text regions. The interactive interface allows you to drag, resize, and edit these elements before exporting them into clean JSON files perfect for Ideogram. Whether you are processing one image or a whole queue, it simplifies complex workflows into a single workspace. Give your creative projects a boost and streamline your image prompting process today.

🆔 @hackernewsgithubprojects

📦 shenzhiyang2000/oprd

OPRD: A Better Way to Distill Large Language Models

Have you ever wondered how to make large language models more efficient? The OPRD repository introduces On-Policy Representation Distillation, a clever technique that simplifies how we teach smaller student models using larger teacher models. Instead of matching complex token probabilities, OPRD aligns the internal hidden representations directly during training. This approach avoids heavy computational overhead, supports multi-layer alignment, and even allows for memory-efficient batching. It is a powerful tool for developers looking to optimize performance and streamline the distillation process for advanced language tasks. Give your models a smarter upgrade and explore a more efficient way to learn.

🆔 @hackernewsgithubprojects

📦 parthjadhav/app-store-screenshots

Create Professional App Store Screenshots with AI

Are you tired of manually designing app screenshots that fail to grab attention? This powerful tool helps you build a production-ready Next.js editor for creating high-quality App Store and Google Play marketing assets. It acts as an intelligent canvas, allowing you to drag elements across screens, manage device frames, and edit captions with ease. You can generate ad-style slides that highlight your best features while ensuring perfect exports in every required store resolution. It simplifies your workflow by handling everything from project state to one-click bulk bundles. Start turning your app captures into conversion-focused advertisements today.

🆔 @hackernewsgithubprojects

📦 wzh4869/appports

Free Up Mac Space with AppPorts

Is your Mac running out of storage space? Meet AppPorts, a clever macOS utility designed to move your largest applications to external drives without sacrificing functionality. Instead of messy symlinks, it uses a unique stub portal technology to keep apps running perfectly while offloading the heavy data. It handles everything from auto-update protection to code signature management, ensuring your apps stay stable and accessible at all times. It is the ideal solution for reclaiming local disk space while keeping your workflow completely seamless. Take control of your Mac storage today by moving those bulky apps to external drives.

🆔 @hackernewsgithubprojects

📦 dogacel/auto-gpu-kernel

AI Agents Crushing GPU Performance Records

Ever wonder how to squeeze massive performance gains out of AI hardware using autonomous agents? Meet a breakthrough project that took first place in the MLSys 2026 FlashInfer AI Kernel Generation Contest. This repository provides an agentic framework designed to discover and optimize GPU kernels, achieving an incredible average speedup of nearly thirty-five times for DeepSeek Sparse Attention. By running an automated loop that benchmarks and refines code, these intelligent agents handle the heavy lifting of optimization for you. It is a brilliant example of how autonomous systems can push computational efficiency to the limit. Try it out and supercharge your workflows.

📰 https://news.ycombinator.com/item?id=48274965

🆔 @hackernewsgithubprojects

📦 boraoztunc/skills

Supercharge Your Claude Code Workflow

Want to turn your AI assistant into an expert collaborator? This repository provides a powerful collection of self-contained skills designed to give Claude deep domain knowledge across copywriting, design, SEO, and engineering. By dropping these markdown files into your project, you can invoke specialized expertise through simple slash commands. Whether you need to audit your website for search performance, polish your frontend interfaces, or manage complex video compositions, these tools provide the exact instructions to get it done. Start integrating these targeted skills today to streamline your workflow and unlock a higher level of automated development efficiency.

📰 https://news.ycombinator.com/item?id=47574580

🆔 @hackernewsgithubprojects

📦 codeaholicguy/ai-devkit

Stop Prompt-and-Pray Coding with AI DevKit

Are your AI coding agents acting reckless and jumping into code without a real plan? AI DevKit turns inconsistent AI chats into a disciplined, repeatable engineering workflow. It forces agents to follow a structured process involving requirements, design, planning, implementation, testing, and review. By using features like verification gates that require fresh build output and persistent memory that keeps project knowledge alive across sessions, you stop the common cycle of broken features and forgotten conventions. With one configuration for all your favorite coding agents, AI DevKit helps you stay in control while your agents perform like true senior engineers.

🆔 @hackernewsgithubprojects