📦 intellisensing/self-in-space

Self-in-Space: Teaching Drones Spatial Awareness

Self-in-Space teaches drone AI to truly understand its own position and movement in 3D space. Most video models just see static pictures, but this project adds a special motion tracker that calculates how pixels shift between frames. By combining these movement signals with visual details, the AI builds a real sense of spatial awareness rather than just recognizing objects. It creates a benchmark to test how well drones can track themselves and reason about their surroundings. This is a game changer for making autonomous flying smarter and safer. Check out the repository to see how motion data transforms basic video understanding into embodied intelligence.

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📦 yc-software/qm

QM Multiplayer Agent Harness

qm lets teams give every employee their own isolated AI workspace that plays nice in Slack and the web. Instead of a single shared assistant, each person gets a personal sandbox with private memory, files, and tools that never mix with others. You can collaborate in group channels, run background tasks on a schedule, or build internal web apps together. It supports models like Claude and Codex, so you are not locked into one vendor. The best part is security: every action is audited, and admins can set approval rules to keep things safe. It is built for startups that need both independence and teamwork without the usual complexity.

📰 https://news.ycombinator.com/item?id=49126604

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📦 zwyang6/sage

SaGe: Teaching AI to Think Like a Detective

SaGe transforms how artificial intelligence understands images by forcing models to build mental maps of relationships rather than just spotting isolated objects. Instead of simply listing items it sees, this project uses a technique called scene graph thinking to trace how things connect in space and depth. By training the model to explore these structured connections step by step, it solves complex visual puzzles with remarkable accuracy. It is like showing the computer a map of the scene so it stops guessing and starts reasoning. This approach delivers state-of-the-art results on major benchmarks, proving that structured visual understanding is the key to truly smart machine perception. You can find the...

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📦 baihuajun24/spork

SPORK: Overlap Tool Latency with LLM Thinking

SPORK runs a lightweight probe alongside a large language model to predict and dispatch tool calls while the main model is still thinking. By guessing the next action early, it hides tool execution time behind the model's reasoning process. This overlap trick cuts tail latency significantly without changing the model's behavior, making agentic workflows noticeably faster when using think-mode architectures like Qwen.

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📦 bashalarmistalt/decimen-optical-transfer

Decimen Optical Transfer: Send Files with Light

Decimen optical transfer is the screen-to-camera tool that turns your monitor into a file server using nothing but light. It takes a file, shreds it into tiny data blocks, and then mixes them into a never-ending stream of animated QR codes displayed on the laptop. You open the receiving page on your phone, point the camera at the flickering screen, and watch the app rebuild the original file from the stream. The magic is in the fountain coding: the receiver captures any frames it can read, even if it misses some or grabs them out of order, and still perfectly reconstructs the data.

📰 https://news.ycombinator.com/item?id=49122553

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📦 lerd-env/lerd

Lerd: Rootless PHP Dev with Podman

Lerd lets you spin up local PHP development environments without Docker or root access by using rootless Podman containers. It automatically assigns your projects.test domains with instant HTTPS and isolates PHP and Node versions per project. The coolest feature is the built-in web dashboard that lets you manage sites, databases, and even debug code without touching the terminal. It is perfect for Linux and macOS developers who want a clean, frictionless setup. Check it out to simplify your local dev workflow.

📰 https://news.ycombinator.com/item?id=49127108

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📦 4rh1t3ct0r7/doom-regex

Doom Running on Regex

Doom runs entirely inside a single ninety-six megabyte text string using only fifty-four find-and-replace rules. Imagine the entire game engine, memory, and graphics stored as plain characters while a simple loop scans for patterns and swaps them out. Each swap updates registers, moves data, or draws a pixel until the next frame appears. It is a complete computer built from text substitutions, proving that even a classic shooter can be simulated without any actual arithmetic or code. The result is a byte-perfect match to the original game, rendered slowly but flawlessly. It is a fascinating look at how computation can hide in plain sight.

📰 https://news.ycombinator.com/item?id=49061275

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📦 atc1441/miband10-bes2700imp-best1503-hacking

Running Doom on a Mi Band 10

Running custom code on a smartwatch like the Mi Band 10 usually feels impossible because the manufacturer never released any development tools for its special chip. This project changes everything by reverse-engineering the stock firmware to build a complete, working SDK from scratch. The creators mapped out the correct memory layout, recovered the display drivers, and even figured out how to physically flash new software onto the device. The most surprising result is a full port of the classic game Doom that actually runs smoothly.

📰 https://news.ycombinator.com/item?id=48719912

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📦 pauliusos/pallet-town-3d

Build a 3D Game With Zero Art Files

Walk through a fully playable 3D recreation of Pokemon Pallet Town without downloading a single image or model file. The project generates every texture from math, sculpts characters like Charmander using code, and even synthesizes its own sound effects in the browser. This means the entire world, from the grass to the lab, is built instantly by algorithms rather than loaded from a hard drive. It is a fascinating look at procedural generation that proves you do not need binary art files to create a rich, cartoon-style adventure. You can explore the town, choose a starter Pokemon, and see how far procedural art can go today.

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📦 deviffyy/openquota

OpenQuota AI Usage Tracker

OpenQuota lets you watch your AI coding subscriptions in one small panel that sits in your system tray. It tracks session limits, weekly quotas, and token usage for popular tools like Claude Code, Cursor, and Copilot. You can pin the numbers you care most about so they stay visible without interrupting your work. The app also shows pacing alerts to warn you when you are running out of credits. It works on Windows, macOS, and Linux and keeps your credentials safe in your operating system. No cloud backend means your data stays on your own computer. You finally know exactly how much budget you have left before the next reset.

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📦 memtensor/memmy-agent

Memmy Agent: AI Memory for Every Assistant

Memmy Agent lets you share one persistent memory across every AI tool you use, from Claude Code to Cursor. It scans your past conversations and work habits to build a personal knowledge base that follows you from session to session. Instead of starting over with every new chat, your assistants actually remember your preferences and project context. It runs locally so your data stays yours, and you can talk to it through a desktop app, a command line, or even other AI agents. This means you build a long-term working relationship with your tools instead of just having one-off chats.

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📦 abdowaer098/wa3r-offsec-kit

Real-World Cyber Attack Playbooks

The Wa3r OffSec Kit is a no-nonsense collection of over fifty practical security documents, but the real star is its step-by-step attack workflows. It translates complex hacking concepts into clear, actionable playbooks you can actually follow, covering everything from basic web vulnerabilities to advanced cloud exploits. Instead of dry theory, it shares real-world case studies and decision trees that show exactly how professionals chain attacks together in the field. It is like having a seasoned hacker’s notebook, stripped of fluff and focused entirely on what works, making it an incredible resource for anyone looking to understand modern cyber threats from the attacker's perspective.

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📦 zeronsh/comet

Comet: Control Coding Agents from Any Device

Take charge of your AI coding assistants like Claude or Codex across every screen you own. Comet lets you kick off a session on your desktop and instantly take over from your phone or a terminal, thanks to a background engine that keeps everything perfectly in sync. You install a tiny daemon on a server or always-on box, and it runs your agents even when your laptop closes. The magic is in the real-time collaboration layer that updates transcripts and commands instantly across devices without needing complex setups.

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📦 smg-project/smg

Shepherd Model Gateway: The LLM Traffic Controller

Shepherd Model Gateway connects any language model to any client through a single fast interface, so you can mix open-source tools with cloud services without rewriting code. Its smartest move is cache-aware routing, which watches how much memory each server is holding and sends new requests to the one that already has similar data ready, saving time and money. Built in Rust, it handles heavy traffic with built-in safety nets like circuit breakers and keeps your conversation history private. Instead of juggling dozens of different APIs, you get one clean door to run your AI apps efficiently.

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📦 heartached/noctis

Noctis Music Player Review

Play your entire collection in pristine audio quality without sacrificing your privacy or sanity. Noctis is a beautiful, cross-platform music player that finally gets it right. Forget clunky interfaces and forced updates. Instead, enjoy a stunning dark theme, smooth animations, and a library that actually stays organized. But the real magic happens with the lyrics. Watch as word-by-word karaoke lines appear in perfect sync, just like a professional video clip. It even lets you edit those lyrics yourself and share them as cool image cards. Whether you are streaming from a home server or just managing local files, Noctis feels fast and responsive.

📰 https://news.ycombinator.com/item?id=48099435

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📦 noobygains/claude-pulse

claude-pulse: The AI Usage Dashboard

Claude-pulse is the status bar dashboard that finally keeps your AI usage visible and under control. It sits right in your terminal, reading data directly from Claude Code without needing any extra API keys or complex setups. You get instant, color-coded progress bars for your session and weekly limits, so you always know how much of your budget you have left. It tracks your spending in real time, shows your active model, and even highlights when your context window is getting full. Instead of guessing or checking dashboards later, you see exactly what’s happening while you work.

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📦 qwenaudio/qwen-audio-agent

Qwen Audio Agent

Qwen Audio Agent is the voice frontend that keeps AI agents present while they work. It handles real-time voice chat so you can talk naturally, while the agent runs background tasks like coding or research. Instead of waiting for a loading spinner, the agent just listens, chimes in when it’s done, and hands control back. You can use it with major tools like Claude Code or OpenClaw, or just stick to voice mode. It runs locally, respects your privacy, and turns your computer into a voice-first workspace. Check it out if you want your agents to actually feel alive.

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📦 kyuz0/strix-halo-ds4-toolbox

AMD Strix Halo ds4 Toolbox

AMD Strix Halo ds4 Toolbox is the developer container that finally lets you run powerful local AI models on AMD’s new laptop chips. It solves the headache of complex hardware setup by providing a pre-built environment that gets your integrated graphics running deep learning software with just a few commands. The coolest part is how it handles massive AI models by treating your solid-state drive like extra memory, letting you run huge language models on laptops with only a single hundred二十八 gigabytes of RAM. You simply pull the container, grab the model files, and start chatting or coding right away.

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📦 paritok-official/paritok-4b-v1

Cut Coding API Costs by 95% with Paritok

Coding agents burn through your API budget fast. Paritok is the first open-source compression model built specifically to fix that. It sits between your coding assistant and the API, shrinking massive conversation histories down to twenty-five percent of their original size. This means you keep almost all the solving power but pay a tiny fraction of the token costs. The best part is it never deletes your code forever. If the AI needs the full original text back, it can instantly recall it from the compressed data. It is a smart, self-hostable way to make long coding sessions affordable and efficient.

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📦 bmad-code-org/bmad-module-creative-intelligence-suite

Creative Intelligence Suite

Get unstuck and spark fresh ideas by letting specialized AI agents guide you through proven creative exercises, turning that mental block into actionable solutions for brainstorming, design thinking, or problem solving. It is basically a personal creativity coach that walks you through structured techniques instead of just dumping a random answer. The coolest part is the Brainstorming Coach, which actively steers you through frameworks like SCAMPER to force you to look at your problem from seven completely different angles until a real breakthrough clicks. It works because it makes you do the thinking, not just read it.

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