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π¦ hugues31/duckpad
Duckpad: Trace Every Number
Duckpad is a local workspace that lets you click any number in a data table and watch it trace back through every single step of your code to the original source file. Built on top of DuckDB, it turns messy spreadsheets into a visual map where you connect different data sources and run queries without leaving the browser. It solves the mystery of where your numbers actually come from, giving you a clear audit trail so you can trust your results. If you are working with data pipelines, this tool helps you see the whole flow at a glance.
π @hackernewsgithubprojects
Duckpad: Trace Every Number
Duckpad is a local workspace that lets you click any number in a data table and watch it trace back through every single step of your code to the original source file. Built on top of DuckDB, it turns messy spreadsheets into a visual map where you connect different data sources and run queries without leaving the browser. It solves the mystery of where your numbers actually come from, giving you a clear audit trail so you can trust your results. If you are working with data pipelines, this tool helps you see the whole flow at a glance.
π @hackernewsgithubprojects
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π¦ kuscholar/ideck
Run PC Games on Your iPhone
iDeck is the mobile app that puts a Steam Deck in your pocket. It runs the real Windows version of Steam right on your iPhone, so you can launch your favorite PC games locally without needing a gaming PC streaming in the background. The coolest part is that it uses the actual Steam interface, so your library looks and feels exactly like the big picture mode you know from a deck. It is still experimental, but for tinkerers who want to play their backlog on the go, it is a wild look at what a phone can do. Give it a try if you love pushing hardware limits.
π @hackernewsgithubprojects
Run PC Games on Your iPhone
iDeck is the mobile app that puts a Steam Deck in your pocket. It runs the real Windows version of Steam right on your iPhone, so you can launch your favorite PC games locally without needing a gaming PC streaming in the background. The coolest part is that it uses the actual Steam interface, so your library looks and feels exactly like the big picture mode you know from a deck. It is still experimental, but for tinkerers who want to play their backlog on the go, it is a wild look at what a phone can do. Give it a try if you love pushing hardware limits.
π @hackernewsgithubprojects
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π¦ h9-tec/ai-roadmap-2026
AI Roadmap 2026: Your Path to AI Engineer
Map your journey to becoming an AI engineer with this five-layer learning path. Built for people who want to build real products, not just train models, it guides you from the basics of Python and data to the complex world of agents and production systems. The coolest part is the project-first approach. Every single layer ends with a mini-project you actually build. Itβs like a portfolio that assembles itself as you learn. You start by logging model calls, then build a chatbot, and eventually ship a full application. Itβs practical, focused, and perfect for a ten-hour week. You stop guessing what to learn and start building things you can show.
π @hackernewsgithubprojects
AI Roadmap 2026: Your Path to AI Engineer
Map your journey to becoming an AI engineer with this five-layer learning path. Built for people who want to build real products, not just train models, it guides you from the basics of Python and data to the complex world of agents and production systems. The coolest part is the project-first approach. Every single layer ends with a mini-project you actually build. Itβs like a portfolio that assembles itself as you learn. You start by logging model calls, then build a chatbot, and eventually ship a full application. Itβs practical, focused, and perfect for a ten-hour week. You stop guessing what to learn and start building things you can show.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ xanthichi/mcd-meal-mate
MCD Meal Mate: The Smart McDonald's Picking Tool
MCD Meal Mate is the smart meal planner that turns chaotic McDonaldβs 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.
π @hackernewsgithubprojects
MCD Meal Mate: The Smart McDonald's Picking Tool
MCD Meal Mate is the smart meal planner that turns chaotic McDonaldβs 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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ 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.
π @hackernewsgithubprojects
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.
π @hackernewsgithubprojects
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π¦ andreas698/glm-5.3-uncensored
GLM 5.3 Uncensored
GLM 5.3 Uncensored is the API gateway that centralizes access to thirty-five distinct jailbreak prompt files and multiple AI model families under a single prepaid key. The repository solves the fragmentation problem where developers previously managed separate accounts and credentials for different language models. It bundles paste-ready prompt files for various systems alongside a unified API that connects you to GPT, Claude, and DeepSeek simultaneously. This consolidation means you can switch between different model behaviors and providers without juggling multiple logins or billing setups. The takeaway is that one account now handles your entire multi-model workflow, simplifying how you test and deploy different AI capabilities.
π @hackernewsgithubprojects
GLM 5.3 Uncensored
GLM 5.3 Uncensored is the API gateway that centralizes access to thirty-five distinct jailbreak prompt files and multiple AI model families under a single prepaid key. The repository solves the fragmentation problem where developers previously managed separate accounts and credentials for different language models. It bundles paste-ready prompt files for various systems alongside a unified API that connects you to GPT, Claude, and DeepSeek simultaneously. This consolidation means you can switch between different model behaviors and providers without juggling multiple logins or billing setups. The takeaway is that one account now handles your entire multi-model workflow, simplifying how you test and deploy different AI capabilities.
π @hackernewsgithubprojects
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π¦ lzp76995-labb/mcd-fairbite
How to Split McDonald's Fairly With FairBite
FairBite actually talks to McDonald's servers to get real menu prices, not guesses. It solves the classic friend group problem where one person wants a burger, another wants a chicken, and nobody wants to pay too much. The tool finds a meal plan that respects everyone's budget and taste limits. It picks the fairest option, so the person with the hardest restrictions gets what they need first. You get a clear list of who gets what and what it costs. It does not place the order for you, but it saves the group from awkward math.
π @hackernewsgithubprojects
How to Split McDonald's Fairly With FairBite
FairBite actually talks to McDonald's servers to get real menu prices, not guesses. It solves the classic friend group problem where one person wants a burger, another wants a chicken, and nobody wants to pay too much. The tool finds a meal plan that respects everyone's budget and taste limits. It picks the fairest option, so the person with the hardest restrictions gets what they need first. You get a clear list of who gets what and what it costs. It does not place the order for you, but it saves the group from awkward math.
π @hackernewsgithubprojects
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π¦ xx20050823xx/mcmate
McMate: The End to Fast Food Indecision
McMate is the decision engine that finally stops you from staring at a McDonaldβs menu in pure confusion. It acts as your personal dining buddy, pulling live prices directly from the restaurantβs official system to find a meal that actually fits your pocket. You just tell it where you are, how many people you have, and your spending limit. In seconds, it hands you a few distinct combos that include a main, a side, and a drink, all verified to stay under your budget. It even spots fake discounts so you donβt waste money. If you hate choosing, this tool does the heavy lifting for you.
π @hackernewsgithubprojects
McMate: The End to Fast Food Indecision
McMate is the decision engine that finally stops you from staring at a McDonaldβs menu in pure confusion. It acts as your personal dining buddy, pulling live prices directly from the restaurantβs official system to find a meal that actually fits your pocket. You just tell it where you are, how many people you have, and your spending limit. In seconds, it hands you a few distinct combos that include a main, a side, and a drink, all verified to stay under your budget. It even spots fake discounts so you donβt waste money. If you hate choosing, this tool does the heavy lifting for you.
π @hackernewsgithubprojects
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π¦ elforeign/nfs-most-wanted-mac
Need for Speed Most Wanted Native on Apple Silicon Macs
A twenty-year-old PC racing game now runs natively on Apple Silicon Macs, compiled directly from the original code without any emulation layer. This project takes your own installed copy of Need for Speed Most Wanted and translates its machine code into a modern Mac application with native graphics and sound. It solves the problem of running older Windows games on newer Mac hardware by building a fresh version right on your machine. The result is a smooth, high-performance experience that feels like it was made for your computer. If you have a copy of the game, this is how you can play it natively on your Mac.
π @hackernewsgithubprojects
Need for Speed Most Wanted Native on Apple Silicon Macs
A twenty-year-old PC racing game now runs natively on Apple Silicon Macs, compiled directly from the original code without any emulation layer. This project takes your own installed copy of Need for Speed Most Wanted and translates its machine code into a modern Mac application with native graphics and sound. It solves the problem of running older Windows games on newer Mac hardware by building a fresh version right on your machine. The result is a smooth, high-performance experience that feels like it was made for your computer. If you have a copy of the game, this is how you can play it natively on your Mac.
π @hackernewsgithubprojects
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π¦ jellyflow/mcdonalds_in_rokidglasses
McDonalds in Rokid Glasses
You can order a Big Mac using nothing but your voice and the built-in camera of smart glasses. This project connects Rokid glasses directly to McDonald's backend, so you do not need a smartphone in your hand to browse the menu. You simply speak your order, and the app handles the rest. It even calculates the real-time price and manages your cart before you pay. This is useful because it keeps your hands free while maintaining full control over the final payment. It is a fascinating look at how voice interfaces are changing everyday tasks.
π @hackernewsgithubprojects
McDonalds in Rokid Glasses
You can order a Big Mac using nothing but your voice and the built-in camera of smart glasses. This project connects Rokid glasses directly to McDonald's backend, so you do not need a smartphone in your hand to browse the menu. You simply speak your order, and the app handles the rest. It even calculates the real-time price and manages your cart before you pay. This is useful because it keeps your hands free while maintaining full control over the final payment. It is a fascinating look at how voice interfaces are changing everyday tasks.
π @hackernewsgithubprojects
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π¦ jimu888/home-tv-cn
Home TV CN: The Clean Android TV Interface for China
Home TV CN is the Android TV interface that finally gives Chinese users a clean home screen tailored to their favorite apps. It solves the annoying problem of clunky, generic launchers by offering a simple, custom desktop built specifically for local video platforms. The coolest part is how it quietly fights back against stubborn TV firmwares that like to kill background apps, keeping your setup running smoothly without you lifting a finger. If you want your living room screen to feel polished and responsive instead of cluttered, this is the project to check out.
π @hackernewsgithubprojects
Home TV CN: The Clean Android TV Interface for China
Home TV CN is the Android TV interface that finally gives Chinese users a clean home screen tailored to their favorite apps. It solves the annoying problem of clunky, generic launchers by offering a simple, custom desktop built specifically for local video platforms. The coolest part is how it quietly fights back against stubborn TV firmwares that like to kill background apps, keeping your setup running smoothly without you lifting a finger. If you want your living room screen to feel polished and responsive instead of cluttered, this is the project to check out.
π @hackernewsgithubprojects