📦 bhoult/correlation

The 20-Year Stock Prediction Myth

Correlation is the open-source project that finally settled a twenty-year debate about predicting the stock market. Instead of promising a holy grail for trading, it proves that hidden patterns don't exist by running sixty-six pre-registered tests. The real surprise isn't the failure, but the vivid triple pendulum simulation that explains why market chaos is inevitable. It shows that tiny initial differences blow up into total unpredictability, making any prediction strategy essentially random. This honest, data-driven approach saves you from chasing phantom profits. So if you've ever wondered if you could just outsmart the market, this project gives you the definitive, mathematical answer to why you can't.

🆔 @hackernewsgithubprojects

📦 stormydayy/halo-overlay

Halo: The AI overlay that listens to your meetings

Halo is the AI overlay that actually listens to your live conversations. It floats right on top of your screen, quietly capturing what you see and what you hear so it can whisper a quick suggestion when you need it. The coolest part is the rewind feature. If you zoned out or missed a question, you hit one key, and Halo instantly gives you a three-line summary of what happened, what they need from you, and a ready-made line to say back. It turns a messy, fast-paced meeting into something you can actually follow, without you having to take notes. It is basically a stage prompter for your digital life.

🆔 @hackernewsgithubprojects

📦 browser-use/rl-env-use

RL Env Use: Build AI Test Worlds From Real Data

RL Env Use is the tool that turns real world data into verified AI test environments. Instead of guessing what a model should know, it uses browser agents to find actual cases from the web, like clinical trial records. It then builds a rigorous testing ground to see if your model can actually handle those specific, complex scenarios. This is the one surprising thing it does: it stops you from training on fake data and forces your model to prove itself against reality. You get a clear, verified score on whether your AI truly understands the task or just memorized the answer.

🆔 @hackernewsgithubprojects

📦 ios151/one-releases

One: The One-Tap Installer

The One client for iOS lets you install the app using a single tap, bypassing the usual confusion of manual signing. It works because the repository automatically generates a feed that standard app stores like AltStore read to keep the app updated. You do not need to hunt for certificates or sign files by hand. You simply tell your app store where to look, and it handles the rest. This is a clean way to run unsigned apps on your iPhone without the headache. If you want to try One, this is the place to start.

🆔 @hackernewsgithubprojects

📦 nschurmann/hola-ai

Hola AI: Pair Programming That Stops Before Commit

Take the wheel back when coding with AI using Hola AI. This project turns Extreme Programming principles into three simple commands for your agent. First, you list small user stories. Next, you define exactly how they work. Finally, the AI writes code one tiny test at a time. But here is the surprise: it stops after every single test to wait for your approval. It never commits code or guesses what you want. You stay in total control, checking every step before moving on. It is the safest way to let an AI build your software without losing control.

🆔 @hackernewsgithubprojects

📦 looplj/reveric

Reveric: The AI Story Workshop

Reveric is the desktop creative workstation that turns a chaotic pile of notes into a polished, multi-episode short drama. It acts as a centralized AI workshop where you can draft novels, design intricate character relationships, and storyboard scenes without switching between five different tools. The standout feature is its production canvas, which lets you visually arrange shots and manage the entire series flow in one place, effectively turning a text document into a visual storyboard. It handles the heavy lifting of continuity so your characters stay consistent while you focus on the story.

🆔 @hackernewsgithubprojects

📦 jestions-dev/bluefatfish

Blue Fat Fish: The Offline Browser Tab with Living Fish

Blue Fat Fish is the browser tab extension that turns your new tab page into a living aquarium. Instead of a static image, it drops a handful of cartoonish, blue fish into a box on your screen. These are not just pictures; they bounce around with real physics, reacting to your mouse and even squishing when you click them. It is completely local, meaning it works without internet and keeps your data private. You can set any video or image as your background, but the fish stay on top. It is a charming, functional way to make your browser feel personal and playful without any ads or tracking.

🆔 @hackernewsgithubprojects

📦 ravensclawx/hblauncher

HBLauncher: Run GPU Apps on Switch 2

HBLauncher is the homebrew system that lets you run real graphics programs directly on a Nintendo Switch 2 by hijacking the graphics card inside the classic SmileBASIC game. It turns your console into a tiny, custom computer where you write simple shader code that draws pixels and handles controller input right on the screen. You do not need to install anything on the console itself because a computer on your network hosts the app library and keeps the connection alive. The coolest part is that a tiny Raspberry Pi Pico acts as a keyboard bridge, letting you type the starter code into the game automatically.

🆔 @hackernewsgithubprojects

📦 pandasi-labs/pandasi-agent

Panda Agent: The Honest Token Checker

Panda Agent acts as a strict gatekeeper for crypto research, taking a single data packet about a token on the BNB Smart Chain and deciding if you should keep looking or stop. The surprising part is how unshakable it is. It runs entirely offline with no internet connection, meaning it cannot be tricked by social media hype, hidden commands, or fake urgency. It simply checks if the evidence is fresh, real, and safe. If anything is missing or suspicious, it stops. This project proves that a smart agent can be fully transparent and impossible to bribe, showing that true safety comes from saying no, not just saying yes.

🆔 @hackernewsgithubprojects

📦 xanthichi/mcd-meal-mate

MCD Meal Mate: The Smart McDonald's Picking Tool

MCD Meal Mate is the smart meal planner that turns chaotic McDonald’s menus into three perfectly balanced, budget-friendly options in seconds. Instead of guessing what to order, this tool connects directly to live store data to calculate exactly how your choices fit your specific calorie and protein goals. It analyzes real-time pricing and nutritional facts to build a complete meal that saves you money and effort. The result is a clear, calculated recommendation that solves the daily struggle of choosing a healthy and affordable fast food meal. If you want to eat well without the guesswork, this is your new favorite ordering helper.

🆔 @hackernewsgithubprojects

📦 ilaoc/mcd-gacha-collector

Mcd Gacha Collector: Turn Fast Food Into A Gacha Game

Mcd Gacha Collector turns every McDonald's menu item into a collectible trading card, assigning rarity based on nutrition rather than price, so the healthiest burger is your legendary drop. This open-source project, built for a developer contest, uses an A I agent to connect directly to McDonald's official data system, fetching real-time prices and full nutritional profiles to power a local lottery engine. It solves the boring problem of abstract health data by making it tangible; you spend game points to draw cards, see their calorie and protein scores, and can even place a real order right from the card screen if you decide you actually want that burger.

🆔 @hackernewsgithubprojects

📦 pandasi-labs/littleaibox

Little Box: Your Private AI Workspace

Grab your own model keys and start chatting, coding, or translating without handing your data to a third-party server. Little Box is a privacy-first workspace that runs entirely in your browser or as an Android app, keeping your conversation history and parsed files safely on your device. The coolest part? It reads messy Office documents directly, converting complex math formulas into clean code right before your eyes. No uploads, no data leaks, just your files and your brain. It is the rare tool that respects your privacy by design. Give it a try and keep your data exactly where it belongs.

🆔 @hackernewsgithubprojects