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π¦ lean-dojo/torchlean
TorchLean: Proving Neural Networks
TorchLean is the neural network framework that lets you mathematically prove your models work. Instead of trusting code to do the right thing, you write the network and the proof in the same language called Lean. This means you can train a model and then formally verify it will never fail on certain inputs. It solves the problem of blind trust in artificial intelligence by turning predictions into checked facts. The result is a system where you can be absolutely certain your algorithm behaves as intended, which is huge for safety-critical applications.
π @hackernewsgithubprojects
TorchLean: Proving Neural Networks
TorchLean is the neural network framework that lets you mathematically prove your models work. Instead of trusting code to do the right thing, you write the network and the proof in the same language called Lean. This means you can train a model and then formally verify it will never fail on certain inputs. It solves the problem of blind trust in artificial intelligence by turning predictions into checked facts. The result is a system where you can be absolutely certain your algorithm behaves as intended, which is huge for safety-critical applications.
π @hackernewsgithubprojects
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π¦ femboyisp/yip
yip: The VPN That Fixes Packet Loss
Standard virtual private networks crumble the moment your Wi-Fi drops a single packet, cutting speeds by up to ninety-nine percent. yip fixes this by using a math trick called forward error correction to rebuild missing data before your computer even notices it is gone. Written in Rust, this tool turns your devices into a private, encrypted mesh that ignores unstable cellular and satellite connections. It does not hide your identity from peers, but it keeps traffic flowing even when the internet is broken. If you rely on unstable links, this is the fix you need.
π @hackernewsgithubprojects
yip: The VPN That Fixes Packet Loss
Standard virtual private networks crumble the moment your Wi-Fi drops a single packet, cutting speeds by up to ninety-nine percent. yip fixes this by using a math trick called forward error correction to rebuild missing data before your computer even notices it is gone. Written in Rust, this tool turns your devices into a private, encrypted mesh that ignores unstable cellular and satellite connections. It does not hide your identity from peers, but it keeps traffic flowing even when the internet is broken. If you rely on unstable links, this is the fix you need.
π @hackernewsgithubprojects
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π¦ liyupi/dafeiyu-cleaner
Dafeiyu Cleaner: The Browser Plugin That Hunts AI Bots
A cartoon whale character physically whips and knocks out AI bots right inside your browser comments. This project, called Dafeiyu Cleaner, is a browser extension for Chrome, Edge, and Firefox that hunts down anonymous bot accounts flooding Bilibili video sections with automated text. It works by reading the raw data hidden behind each comment, checking for robotic patterns, and even asking an AI model to double-check suspicious names. When it finds a fake account, the whale mascot appears, strikes the bot with a weapon, and hides the comment locally so you never see it again. It does not delete anything on the server; it just cleans your personal view.
π @hackernewsgithubprojects
Dafeiyu Cleaner: The Browser Plugin That Hunts AI Bots
A cartoon whale character physically whips and knocks out AI bots right inside your browser comments. This project, called Dafeiyu Cleaner, is a browser extension for Chrome, Edge, and Firefox that hunts down anonymous bot accounts flooding Bilibili video sections with automated text. It works by reading the raw data hidden behind each comment, checking for robotic patterns, and even asking an AI model to double-check suspicious names. When it finds a fake account, the whale mascot appears, strikes the bot with a weapon, and hides the comment locally so you never see it again. It does not delete anything on the server; it just cleans your personal view.
π @hackernewsgithubprojects
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π¦ chinaopenclaw/mcd-nutrition-expert
McDonald's Nutrition Expert: Eat Smart, Order Fast
McDonald's Nutrition Expert maps every menu item onto a strategic matrix to reveal exactly which foods fit your daily calorie and protein targets. It solves the confusing problem of choosing healthy fast food by calculating your personal metabolic needs and recommending specific meal combinations that stay within your sodium and energy limits. The system even connects to the official order service so you can buy your recommended meal in one click. This tool turns a chaotic menu into a clear, personalized plan for anyone managing their weight, proving you can enjoy fast food without guessing your nutrition.
π @hackernewsgithubprojects
McDonald's Nutrition Expert: Eat Smart, Order Fast
McDonald's Nutrition Expert maps every menu item onto a strategic matrix to reveal exactly which foods fit your daily calorie and protein targets. It solves the confusing problem of choosing healthy fast food by calculating your personal metabolic needs and recommending specific meal combinations that stay within your sodium and energy limits. The system even connects to the official order service so you can buy your recommended meal in one click. This tool turns a chaotic menu into a clear, personalized plan for anyone managing their weight, proving you can enjoy fast food without guessing your nutrition.
π @hackernewsgithubprojects
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π¦ tom123223/maimen-xinshi
Maimen Xinshi: The Emotional McDonald's Meal Planner
Maimen Xinshi is the emotional meal planner that turns your daily feelings into a real McDonald's order. It reads your mood to build a specific meal, then lets three distinct character types vote on whether you should actually eat it. This tool connects directly to live store data, so the prices and nutritional facts are accurate to the minute, not guessed. It helps you decide if a snack fits your current energy and emotional needs. It is a playful way to think about comfort food without feeling guilty. Give it a try for a unique dining perspective.
π @hackernewsgithubprojects
Maimen Xinshi: The Emotional McDonald's Meal Planner
Maimen Xinshi is the emotional meal planner that turns your daily feelings into a real McDonald's order. It reads your mood to build a specific meal, then lets three distinct character types vote on whether you should actually eat it. This tool connects directly to live store data, so the prices and nutritional facts are accurate to the minute, not guessed. It helps you decide if a snack fits your current energy and emotional needs. It is a playful way to think about comfort food without feeling guilty. Give it a try for a unique dining perspective.
π @hackernewsgithubprojects
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π¦ lillyguisnet/sam3-segmentation
Counting Corn Kernels With AI
One coding agent used a new tool to find 1,397 individual kernels on a single ear of corn in three minutes, and that is the specific thing this project does. Sam3-segmentation is a plug-in for coding assistants like Claude Code or Cursor that gives them access to Meta's image segmentation model. Instead of just guessing what is in a photo, the agent can actually trace the outlines of objects, count them, and save the results. The coolest part is that it treats the AI's guesses as drafts, not facts. It builds a review sheet so you can check the work before trusting the numbers.
π @hackernewsgithubprojects
Counting Corn Kernels With AI
One coding agent used a new tool to find 1,397 individual kernels on a single ear of corn in three minutes, and that is the specific thing this project does. Sam3-segmentation is a plug-in for coding assistants like Claude Code or Cursor that gives them access to Meta's image segmentation model. Instead of just guessing what is in a photo, the agent can actually trace the outlines of objects, count them, and save the results. The coolest part is that it treats the AI's guesses as drafts, not facts. It builds a review sheet so you can check the work before trusting the numbers.
π @hackernewsgithubprojects
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π¦ agenticfabriq/mnemiq
Mnemiq: Text-to-SQL That Refuses to Guess
Mnemiq is an open-source engine that translates plain English into database queries, but it refuses to guess when your data lacks the answer. Unlike typical tools that might fabricate a plausible number, this system checks if the requested information actually exists in your tables. If a column for ticket revenue is missing, it tells you exactly what is missing instead of lying. You can tune every step, from the language model to the security rules, and measure the results on your specific database. This makes it a transparent tool for developers who need accurate data and clear reasoning.
π° https://news.ycombinator.com/item?id=49626513
π @hackernewsgithubprojects
Mnemiq: Text-to-SQL That Refuses to Guess
Mnemiq is an open-source engine that translates plain English into database queries, but it refuses to guess when your data lacks the answer. Unlike typical tools that might fabricate a plausible number, this system checks if the requested information actually exists in your tables. If a column for ticket revenue is missing, it tells you exactly what is missing instead of lying. You can tune every step, from the language model to the security rules, and measure the results on your specific database. This makes it a transparent tool for developers who need accurate data and clear reasoning.
π° https://news.ycombinator.com/item?id=49626513
π @hackernewsgithubprojects
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π¦ exmergo/dex
Dex: Your Agent's Data Safety Net
Dex stops your coding agent from accidentally leaking private data or spending your money by enforcing strict rules directly inside the engine. Most AI tools treat your database as a blank slate, constantly forgetting what they learned and blindly running expensive queries. Dex fixes this by acting as a careful librarian that checks the cost before scanning and blocks personal data from leaving the building. It explores your warehouse, builds your models, and warns you when things change, all while keeping your source data safe. If you use AI to touch your data, this is the guardrail you need to sleep well at night.
π° https://news.ycombinator.com/item?id=49004816
π @hackernewsgithubprojects
Dex: Your Agent's Data Safety Net
Dex stops your coding agent from accidentally leaking private data or spending your money by enforcing strict rules directly inside the engine. Most AI tools treat your database as a blank slate, constantly forgetting what they learned and blindly running expensive queries. Dex fixes this by acting as a careful librarian that checks the cost before scanning and blocks personal data from leaving the building. It explores your warehouse, builds your models, and warns you when things change, all while keeping your source data safe. If you use AI to touch your data, this is the guardrail you need to sleep well at night.
π° https://news.ycombinator.com/item?id=49004816
π @hackernewsgithubprojects
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π¦ rvdende/cadrs
cadrs
Build a full 3D part from a single flat sketch using a CAD app called cadrs. It runs entirely on your machine, written in Rust, so it feels snappy and local. The coolest part? You can plug an AI assistant directly into the app to draw, edit, and export your designs, and every change shows up in the history like you typed it yourself. Itβs a serious tool for making real, printable parts without the cloud clutter. If you want to design hardware that actually works, this is the one to watch.
π° https://news.ycombinator.com/item?id=50129079
π @hackernewsgithubprojects
cadrs
Build a full 3D part from a single flat sketch using a CAD app called cadrs. It runs entirely on your machine, written in Rust, so it feels snappy and local. The coolest part? You can plug an AI assistant directly into the app to draw, edit, and export your designs, and every change shows up in the history like you typed it yourself. Itβs a serious tool for making real, printable parts without the cloud clutter. If you want to design hardware that actually works, this is the one to watch.
π° https://news.ycombinator.com/item?id=50129079
π @hackernewsgithubprojects
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π¦ dotnet/maui-labs
What is Maui Labs?
Let your AI assistant actually click buttons and fix bugs inside your mobile app. The Maui Labs collection includes a powerful automation tool that lets an AI agent see your interface, interact with elements, and diagnose problems in real time without you manually testing everything. It connects to the app's visual tree to stream logs and performance data directly to your coding assistant. This turns the messy process of mobile debugging into a collaborative task where the computer helps you verify fixes instantly. It is currently pre-release, so expect some changes, but it is a fascinating look at where developer tools are heading.
π @hackernewsgithubprojects
What is Maui Labs?
Let your AI assistant actually click buttons and fix bugs inside your mobile app. The Maui Labs collection includes a powerful automation tool that lets an AI agent see your interface, interact with elements, and diagnose problems in real time without you manually testing everything. It connects to the app's visual tree to stream logs and performance data directly to your coding assistant. This turns the messy process of mobile debugging into a collaborative task where the computer helps you verify fixes instantly. It is currently pre-release, so expect some changes, but it is a fascinating look at where developer tools are heading.
π @hackernewsgithubprojects
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π¦ gaojimmy27/mcd-group-order
McD Group Order
McDonaldβs now has an AI that splits the bill for you. This tool, called McD Group Order, fixes the awkwardness of figuring out who owes what after a group lunch. You just list what everyone ordered, and it crunches the numbers to give each person an exact amount, handling coupons and delivery fees so nobody overpays. It even connects directly to the restaurant system to place the order for the whole group. It is a clever way to automate the social friction of shared meals. Next time you go out, let the code handle the math.
π @hackernewsgithubprojects
McD Group Order
McDonaldβs now has an AI that splits the bill for you. This tool, called McD Group Order, fixes the awkwardness of figuring out who owes what after a group lunch. You just list what everyone ordered, and it crunches the numbers to give each person an exact amount, handling coupons and delivery fees so nobody overpays. It even connects directly to the restaurant system to place the order for the whole group. It is a clever way to automate the social friction of shared meals. Next time you go out, let the code handle the math.
π @hackernewsgithubprojects
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π¦ redth/maui.sherpa
Maui Sherpa: Your Dev Environment Concierge
Tame your messy development environment with Maui Sherpa. This open source desktop app acts as a single control center for building and testing mobile applications, handling everything from managing your code tools to pushing apps to physical phones. Instead of hunting for obscure settings, you get one place to see your devices, manage digital keys, and check for errors. The coolest part is how it handles the boring stuff, like keeping your software updates organized, so you can focus on writing code. Itβs a lifesaver for anyone tired of wrestling with setup. Grab it, let it fix your machine, and get back to building.
π @hackernewsgithubprojects
Maui Sherpa: Your Dev Environment Concierge
Tame your messy development environment with Maui Sherpa. This open source desktop app acts as a single control center for building and testing mobile applications, handling everything from managing your code tools to pushing apps to physical phones. Instead of hunting for obscure settings, you get one place to see your devices, manage digital keys, and check for errors. The coolest part is how it handles the boring stuff, like keeping your software updates organized, so you can focus on writing code. Itβs a lifesaver for anyone tired of wrestling with setup. Grab it, let it fix your machine, and get back to building.
π @hackernewsgithubprojects
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π¦ gputw-ai/gputw-skill
GPUtw Skill: Teach AI to Rent GPUs
GPUtw Skill is the AI knowledge package that turns your coding assistant into a competent cloud engineer. The problem it solves is simple: renting a GPU from a cloud provider usually requires memorizing dozens of API endpoints and complex authentication rules. This project fixes that by giving tools like Claude Code and Cursor a complete manual. Instead of guessing, your AI assistant now reads a structured guide to deploy machines, monitor their health, and move large model files into secure storage. It even includes a specialized server that lets the AI interact with the cloud using safe, typed commands rather than raw text.
π @hackernewsgithubprojects
GPUtw Skill: Teach AI to Rent GPUs
GPUtw Skill is the AI knowledge package that turns your coding assistant into a competent cloud engineer. The problem it solves is simple: renting a GPU from a cloud provider usually requires memorizing dozens of API endpoints and complex authentication rules. This project fixes that by giving tools like Claude Code and Cursor a complete manual. Instead of guessing, your AI assistant now reads a structured guide to deploy machines, monitor their health, and move large model files into secure storage. It even includes a specialized server that lets the AI interact with the cloud using safe, typed commands rather than raw text.
π @hackernewsgithubprojects
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π¦ miao-org/awesome-supermimic
SuperMimic: How Robots Learn to Dance
Gather every implementation of a robot learning system into one spot. That is what awesome SuperMimic does. It is a curated list of code, demos, and tools built by the community to help humanoid robots mimic human movement. The original method lets a robot figure out how to move its whole body by practicing in a simulator, then it tries those moves on real hardware. This repository collects all those efforts, from simple tests to complex setups. You can see how different groups tackled the same challenge, from dancing on flat floors to handling tricky terrain.
π @hackernewsgithubprojects
SuperMimic: How Robots Learn to Dance
Gather every implementation of a robot learning system into one spot. That is what awesome SuperMimic does. It is a curated list of code, demos, and tools built by the community to help humanoid robots mimic human movement. The original method lets a robot figure out how to move its whole body by practicing in a simulator, then it tries those moves on real hardware. This repository collects all those efforts, from simple tests to complex setups. You can see how different groups tackled the same challenge, from dancing on flat floors to handling tricky terrain.
π @hackernewsgithubprojects
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π¦ anonnerdfrenzy/survival-llm
Survival LLM: Your Offline AI Assistant
Survival LLM is the offline AI assistant that proves you don't need the internet to stay safe. It packs about 1.5 million real-world articles, from military first-aid manuals to Wikipedia's most-read pages, directly onto your computer. When the power grid fails and cell towers go dark, you can still ask it exactly how to purify water or treat a burn. The truly surprising part is that it refuses to guess; every single answer comes with a clickable link to the exact passage it read so you can verify the advice yourself.
π @hackernewsgithubprojects
Survival LLM: Your Offline AI Assistant
Survival LLM is the offline AI assistant that proves you don't need the internet to stay safe. It packs about 1.5 million real-world articles, from military first-aid manuals to Wikipedia's most-read pages, directly onto your computer. When the power grid fails and cell towers go dark, you can still ask it exactly how to purify water or treat a burn. The truly surprising part is that it refuses to guess; every single answer comes with a clickable link to the exact passage it read so you can verify the advice yourself.
π @hackernewsgithubprojects
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π¦ quixiai/quixidesk
QuixiDesk
QuixiDesk is the desktop app that finally gives you a native, open source alternative to Claude Desktop without the heavy runtime overhead. It swaps out the bloated web tech for a lean Rust engine that runs directly on your machine. The coolest part is that it ships with built in tools to actually control your computer, meaning it can click buttons, type text, and browse the web right inside the app. It also works with seventeen different AI providers, so you are never locked into one vendor. This is a true power user tool for people who want speed and control.
π @hackernewsgithubprojects
QuixiDesk
QuixiDesk is the desktop app that finally gives you a native, open source alternative to Claude Desktop without the heavy runtime overhead. It swaps out the bloated web tech for a lean Rust engine that runs directly on your machine. The coolest part is that it ships with built in tools to actually control your computer, meaning it can click buttons, type text, and browse the web right inside the app. It also works with seventeen different AI providers, so you are never locked into one vendor. This is a true power user tool for people who want speed and control.
π @hackernewsgithubprojects
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π¦ nolffan/nolfsrc
No One Lives Forever Source Code
The Operative: No One Lives Forever source code is the decompilation project that lets you rebuild the actual game engine from scratch. It solves the problem of relying on a closed, unfixable binary by turning the compiled executable back into readable code. This is wild because you can actually see how the 2005 spy shooter works under the hood. You are not just looking at a mod; you are holding the blueprint for the entire LithTech engine, from the server logic to the visual effects. If you love reverse engineering or just want to understand how classic Windows games are built, this is your playground.
π° https://news.ycombinator.com/item?id=50033802
π @hackernewsgithubprojects
No One Lives Forever Source Code
The Operative: No One Lives Forever source code is the decompilation project that lets you rebuild the actual game engine from scratch. It solves the problem of relying on a closed, unfixable binary by turning the compiled executable back into readable code. This is wild because you can actually see how the 2005 spy shooter works under the hood. You are not just looking at a mod; you are holding the blueprint for the entire LithTech engine, from the server logic to the visual effects. If you love reverse engineering or just want to understand how classic Windows games are built, this is your playground.
π° https://news.ycombinator.com/item?id=50033802
π @hackernewsgithubprojects
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π¦ hitkeep/hitkeep
HitKeep: Your Entire Website In One File
Your entire website analytics stack runs inside a single executable file with no separate database or server required. That is the entire product. It tracks visitors without cookies and respects privacy settings by default. The surprising part is that it treats artificial intelligence as a traffic source, so you can see exactly how much of your visitors arrived from chatbots or crawler fetches. This is useful because it gives you ownership of your data without needing a complex infrastructure. You get a full picture of your traffic and revenue in one place. It is a smart, lightweight way to understand your audience without the usual overhead.
π° https://news.ycombinator.com/item?id=47415345
π @hackernewsgithubprojects
HitKeep: Your Entire Website In One File
Your entire website analytics stack runs inside a single executable file with no separate database or server required. That is the entire product. It tracks visitors without cookies and respects privacy settings by default. The surprising part is that it treats artificial intelligence as a traffic source, so you can see exactly how much of your visitors arrived from chatbots or crawler fetches. This is useful because it gives you ownership of your data without needing a complex infrastructure. You get a full picture of your traffic and revenue in one place. It is a smart, lightweight way to understand your audience without the usual overhead.
π° https://news.ycombinator.com/item?id=47415345
π @hackernewsgithubprojects
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π¦ breakbrawlerheart/pixeluxe-ai
PixeLuxe: Cinematic AI Images
Generate images with a built-in cinematic soul instead of generic digital noise. PixeLuxe is a web interface that forces every picture you create to look like a specific, high-end film still. You describe a scene or drop in a reference photo, then tweak the mood to get that signature deep shadow and magenta glow. Instead of settling for one random result, you get several variations to compare side by side. It is currently a front-end shell waiting for a live model, but the design is already locked in. If you want your AI art to actually look like art, this is the vibe to check out.
π @hackernewsgithubprojects
PixeLuxe: Cinematic AI Images
Generate images with a built-in cinematic soul instead of generic digital noise. PixeLuxe is a web interface that forces every picture you create to look like a specific, high-end film still. You describe a scene or drop in a reference photo, then tweak the mood to get that signature deep shadow and magenta glow. Instead of settling for one random result, you get several variations to compare side by side. It is currently a front-end shell waiting for a live model, but the design is already locked in. If you want your AI art to actually look like art, this is the vibe to check out.
π @hackernewsgithubprojects
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π¦ bluzername/claude-code-terminal-title
Claude Code Terminal Title: Know Your Tabs
Claude Code Terminal Title is the tool that makes every tab label itself with the active task and project folder. Running multiple coding agents at once often leaves you staring at identical black windows, guessing which one is fixing a bug and which is building a feature. This skill automatically writes a short, descriptive label to your terminal window whenever you start a new job. You instantly see which project is open and exactly what the agent is doing, like debugging auth or testing payments. It turns a chaotic wall of terminals into an organized dashboard you can read at a glance.
π @hackernewsgithubprojects
Claude Code Terminal Title: Know Your Tabs
Claude Code Terminal Title is the tool that makes every tab label itself with the active task and project folder. Running multiple coding agents at once often leaves you staring at identical black windows, guessing which one is fixing a bug and which is building a feature. This skill automatically writes a short, descriptive label to your terminal window whenever you start a new job. You instantly see which project is open and exactly what the agent is doing, like debugging auth or testing payments. It turns a chaotic wall of terminals into an organized dashboard you can read at a glance.
π @hackernewsgithubprojects
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π¦ x18n-dev/x18n
x18n: One tool for every translation
One tool now lints, views, and manages translations for almost any programming framework you can name. It is called x18n, and it exists because managing internationalization usually means fighting a different set of rules for every single library you touch. Instead of switching tools, this one engine automatically detects your stack and speaks its native language, whether that is React, Vue, or something totally different. You get a command line check, a live editor preview, and a browser dashboard all running on the same core logic. It is the spiritual successor to the popular i18n Ally, but it works everywhere without the setup headaches.
π @hackernewsgithubprojects
x18n: One tool for every translation
One tool now lints, views, and manages translations for almost any programming framework you can name. It is called x18n, and it exists because managing internationalization usually means fighting a different set of rules for every single library you touch. Instead of switching tools, this one engine automatically detects your stack and speaks its native language, whether that is React, Vue, or something totally different. You get a command line check, a live editor preview, and a browser dashboard all running on the same core logic. It is the spiritual successor to the popular i18n Ally, but it works everywhere without the setup headaches.
π @hackernewsgithubprojects