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π¦ remenoscodes/git-native-issue
Issues are just Git commits now
Your bug tickets are just Git commits now, and that changes everything. Git native issue stores your problems directly inside your repository using Gitβs own built in features, so your issues travel with your code when you clone, fork, or push. No external database, no server, and no proprietary API locking your data down. This solves the twenty year old problem where your code is portable but your tickets are trapped on a website. It even handles conflicts between teammates automatically using standard Git merges. It is finally issue tracking that works exactly like the version control tool you already trust every day.
π @hackernewsgithubprojects
Issues are just Git commits now
Your bug tickets are just Git commits now, and that changes everything. Git native issue stores your problems directly inside your repository using Gitβs own built in features, so your issues travel with your code when you clone, fork, or push. No external database, no server, and no proprietary API locking your data down. This solves the twenty year old problem where your code is portable but your tickets are trapped on a website. It even handles conflicts between teammates automatically using standard Git merges. It is finally issue tracking that works exactly like the version control tool you already trust every day.
π @hackernewsgithubprojects
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π¦ aim-uofa/self-distillation-agentrl
Self-Distillation-AgentRL: Do More Methods Make Better Agents?
Stop assuming that throwing more tricks at reinforcement learning actually works. This project puts ten different self-distillation methods to the test against a standard baseline to see if they truly make AI agents smarter or just make the training messier. It runs these models through four different tasks to check if a high final score actually means the agent is stable or if itβs just luck. The big surprise is that using more computation doesn't guarantee a better result; sometimes, the fancy methods just add cost without adding value. This is the reality check we need before we keep piling on the complexity.
π @hackernewsgithubprojects
Self-Distillation-AgentRL: Do More Methods Make Better Agents?
Stop assuming that throwing more tricks at reinforcement learning actually works. This project puts ten different self-distillation methods to the test against a standard baseline to see if they truly make AI agents smarter or just make the training messier. It runs these models through four different tasks to check if a high final score actually means the agent is stable or if itβs just luck. The big surprise is that using more computation doesn't guarantee a better result; sometimes, the fancy methods just add cost without adding value. This is the reality check we need before we keep piling on the complexity.
π @hackernewsgithubprojects
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π¦ uditya-kumar/multipath
MultiPath: Get Faster Internet
MultiPath is the tray app that finally lets your computer use Wi-Fi and your phoneβs data at the exact same time. Most people just pick one connection and hope for the best, but this tool actually combines them. It works locally on your machine, so you don't need any special servers or accounts. Think of it like having two checkout counters at a grocery store. Instead of waiting in one long line, this app automatically spreads your downloads across both lines so everything finishes faster. It's a tiny, open-source project built with Rust that runs quietly in the background.
π @hackernewsgithubprojects
MultiPath: Get Faster Internet
MultiPath is the tray app that finally lets your computer use Wi-Fi and your phoneβs data at the exact same time. Most people just pick one connection and hope for the best, but this tool actually combines them. It works locally on your machine, so you don't need any special servers or accounts. Think of it like having two checkout counters at a grocery store. Instead of waiting in one long line, this app automatically spreads your downloads across both lines so everything finishes faster. It's a tiny, open-source project built with Rust that runs quietly in the background.
π @hackernewsgithubprojects
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π¦ gl0di/clawseccheck
ClawSecCheck: Audit Your AI Skills
Run a security check on your AI agent skills before you install them. ClawSecCheck is a local tool that scans your agent's setup to find hidden dangers, like prompt injections or bad code, without sending any data to the cloud. It looks at how your agent is configured and what new skills you are adding to catch problems early. This is useful because agents can be tricked into doing harmful things if their instructions are tampered with. The tool gives you a simple letter grade to show if your setup is safe. It runs completely offline with no extra dependencies, so it is quick and private.
π @hackernewsgithubprojects
ClawSecCheck: Audit Your AI Skills
Run a security check on your AI agent skills before you install them. ClawSecCheck is a local tool that scans your agent's setup to find hidden dangers, like prompt injections or bad code, without sending any data to the cloud. It looks at how your agent is configured and what new skills you are adding to catch problems early. This is useful because agents can be tricked into doing harmful things if their instructions are tampered with. The tool gives you a simple letter grade to show if your setup is safe. It runs completely offline with no extra dependencies, so it is quick and private.
π @hackernewsgithubprojects
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π¦ zfkarl/rsipo
RSIPO: The AI That Learns From Its Own Mistakes
RSIPO is the reinforcement learning framework that actually teaches an AI to write down its own winning strategies. Instead of just guessing its way through tasks, the model drafts a quick note on how to solve a problem, then immediately tests that note to see if it really works. If the trick fails, the system lowers its confidence in that advice; if it succeeds, the AI leans in harder on that specific tactic. This means the model gets better at both playing the game and writing useful hints, without needing any human labels or extra help during the final test.
π @hackernewsgithubprojects
RSIPO: The AI That Learns From Its Own Mistakes
RSIPO is the reinforcement learning framework that actually teaches an AI to write down its own winning strategies. Instead of just guessing its way through tasks, the model drafts a quick note on how to solve a problem, then immediately tests that note to see if it really works. If the trick fails, the system lowers its confidence in that advice; if it succeeds, the AI leans in harder on that specific tactic. This means the model gets better at both playing the game and writing useful hints, without needing any human labels or extra help during the final test.
π @hackernewsgithubprojects
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π¦ zoltanf/extrudo
Extrudo: CAD in your browser
Design a 3D part right in your web browser without installing heavy software. Extrudo lets you sketch a shape, turn it into a solid object, and tweak numbers to watch the model update instantly. It uses exact geometry, so the digital file matches what your printer actually builds, which is perfect for making brackets, boxes, and custom replacement parts. Your work stays on your own machine, and it even works offline once loaded. If you need a custom part printed tonight, this tool removes the friction between your idea and the finished object.
π @hackernewsgithubprojects
Extrudo: CAD in your browser
Design a 3D part right in your web browser without installing heavy software. Extrudo lets you sketch a shape, turn it into a solid object, and tweak numbers to watch the model update instantly. It uses exact geometry, so the digital file matches what your printer actually builds, which is perfect for making brackets, boxes, and custom replacement parts. Your work stays on your own machine, and it even works offline once loaded. If you need a custom part printed tonight, this tool removes the friction between your idea and the finished object.
π @hackernewsgithubprojects
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π¦ alexturkey/voxcpm2-turkce-ses-tasarimi
Turkish Voice Design on a 4GB GPU
Design a custom Turkish voice using just a text description and run it locally on a modest four gigabyte graphics card. This project adapts a large audio model to work on older hardware, solving the problem of needing expensive equipment for high-quality speech synthesis. You describe the voice you want, the system generates a few variations for you to choose from, and then reads any Turkish text in that consistent voice. Itβs a great way to experiment with character voices or narration without leaving your computer or spending a fortune. If youβre looking to create unique audio assets with standard hardware, this open source tool is definitely worth checking out.
π @hackernewsgithubprojects
Turkish Voice Design on a 4GB GPU
Design a custom Turkish voice using just a text description and run it locally on a modest four gigabyte graphics card. This project adapts a large audio model to work on older hardware, solving the problem of needing expensive equipment for high-quality speech synthesis. You describe the voice you want, the system generates a few variations for you to choose from, and then reads any Turkish text in that consistent voice. Itβs a great way to experiment with character voices or narration without leaving your computer or spending a fortune. If youβre looking to create unique audio assets with standard hardware, this open source tool is definitely worth checking out.
π @hackernewsgithubprojects
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π¦ c4rohan/lampline
Lampline: Test Your AI Phone Calls
Run your own AI phone agent on your computer and test every change with a simulated caller. Lampline is an open source tool that lets you build voice agents locally, avoiding expensive cloud fees. The coolest part is that it imports your existing agents from Google's Dialogflow, letting you drop in a file and start tweaking immediately. You can then let a fake caller talk to your agent and automatically grade the conversation to see if it handles interruptions or questions correctly. This means you can iterate on your customer service voice in minutes instead of days.
π @hackernewsgithubprojects
Lampline: Test Your AI Phone Calls
Run your own AI phone agent on your computer and test every change with a simulated caller. Lampline is an open source tool that lets you build voice agents locally, avoiding expensive cloud fees. The coolest part is that it imports your existing agents from Google's Dialogflow, letting you drop in a file and start tweaking immediately. You can then let a fake caller talk to your agent and automatically grade the conversation to see if it handles interruptions or questions correctly. This means you can iterate on your customer service voice in minutes instead of days.
π @hackernewsgithubprojects
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π¦ leacho73/panalume
Panalume
A smart home dashboard where you can drag cards into place like sticky notes on a glass wall is exactly what Panalume is. It completely ditches the traditional grid and config files, letting you build a live view that fits your wall tablet perfectly. The coolest part is how it handles your energy data; it automatically detects your solar panels and batteries to show you exactly where your power is going in real time. Itβs a free layout tool that actually works for the whole house, not just lights. If you are running Home Assistant, this is the one app that makes your setup feel truly custom.
π @hackernewsgithubprojects
Panalume
A smart home dashboard where you can drag cards into place like sticky notes on a glass wall is exactly what Panalume is. It completely ditches the traditional grid and config files, letting you build a live view that fits your wall tablet perfectly. The coolest part is how it handles your energy data; it automatically detects your solar panels and batteries to show you exactly where your power is going in real time. Itβs a free layout tool that actually works for the whole house, not just lights. If you are running Home Assistant, this is the one app that makes your setup feel truly custom.
π @hackernewsgithubprojects
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π¦ ivarvong/lantern
Lantern
Every single step in a Lantern animation has its own unique web address. This project turns code changes into interactive, step-by-step diagrams that you can pause, rewind, and link to exactly where you left off. It renders these visuals as clean, scalable graphics that work anywhere from your browser to edge servers. The coolest part is that because it is built on a foundation of pure logic, the output is identical whether you are watching it live or grabbing a static image. No matter how you access it, the picture stays perfectly consistent. It is a fresh way to make technical explanations feel like a movie you can control.
π @hackernewsgithubprojects
Lantern
Every single step in a Lantern animation has its own unique web address. This project turns code changes into interactive, step-by-step diagrams that you can pause, rewind, and link to exactly where you left off. It renders these visuals as clean, scalable graphics that work anywhere from your browser to edge servers. The coolest part is that because it is built on a foundation of pure logic, the output is identical whether you are watching it live or grabbing a static image. No matter how you access it, the picture stays perfectly consistent. It is a fresh way to make technical explanations feel like a movie you can control.
π @hackernewsgithubprojects
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π¦ mirkobrombin/raven
Raven: The Windows That Actually Works on Linux
Raven is the Windows implementation that actually lets your applications recognize your Linux machine. You forget about virtual machines, strange configuration scripts, and the usual headache of getting software to cooperate. Instead, you install your favorite programs with the exact same installers you would use on a PC, and they just start working. Raven sits right in the middle, playing the part of the Windows system so the software thinks it is at home. This means real applications, like Notepad Plus Plus or even games, run directly on your hardware without any translation layer slowing them down. It is a genuine, working environment that feels fast and natural.
π @hackernewsgithubprojects
Raven: The Windows That Actually Works on Linux
Raven is the Windows implementation that actually lets your applications recognize your Linux machine. You forget about virtual machines, strange configuration scripts, and the usual headache of getting software to cooperate. Instead, you install your favorite programs with the exact same installers you would use on a PC, and they just start working. Raven sits right in the middle, playing the part of the Windows system so the software thinks it is at home. This means real applications, like Notepad Plus Plus or even games, run directly on your hardware without any translation layer slowing them down. It is a genuine, working environment that feels fast and natural.
π @hackernewsgithubprojects
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π¦ lklbar666/mcd-saver-checkup
McDonald's Saver Checkup
Takes the guesswork out of your next fast food run by checking if you're already overpaying for your usual order. Instead of just telling you what to buy, it audits your specific choices, listing out every possible combination of deals, coupons, and bundles. It then uses the official app's pricing tool to verify the exact cost of each option, showing you exactly where you're losing money and whether stretching for a discount is actually worth the extra food. It's a neat little audit tool that proves you can save real cash just by looking at your cart differently before you pay.
π @hackernewsgithubprojects
McDonald's Saver Checkup
Takes the guesswork out of your next fast food run by checking if you're already overpaying for your usual order. Instead of just telling you what to buy, it audits your specific choices, listing out every possible combination of deals, coupons, and bundles. It then uses the official app's pricing tool to verify the exact cost of each option, showing you exactly where you're losing money and whether stretching for a discount is actually worth the extra food. It's a neat little audit tool that proves you can save real cash just by looking at your cart differently before you pay.
π @hackernewsgithubprojects
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π¦ cuboileo/supermimic-reproduced
How SuperMimic Teaches Robots to Dance
One independent developer rebuilt the entire SuperMimic system from scratch to teach a Unitree G1 robot to mimic complex human movements. Instead of relying on standard reinforcement learning tools, the project uses a learned differentiable world model to let the robot imagine future actions before executing them. This allows the machine to track intricate dance and walking clips with high precision. The repository includes the complete data pipeline, training loops, and evaluation benchmarks. It is a fascinating look at how modern robotics AI is being built by individual researchers. You can follow the exact steps taken to reach performance levels matching the original paper.
π @hackernewsgithubprojects
How SuperMimic Teaches Robots to Dance
One independent developer rebuilt the entire SuperMimic system from scratch to teach a Unitree G1 robot to mimic complex human movements. Instead of relying on standard reinforcement learning tools, the project uses a learned differentiable world model to let the robot imagine future actions before executing them. This allows the machine to track intricate dance and walking clips with high precision. The repository includes the complete data pipeline, training loops, and evaluation benchmarks. It is a fascinating look at how modern robotics AI is being built by individual researchers. You can follow the exact steps taken to reach performance levels matching the original paper.
π @hackernewsgithubprojects
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π¦ th0mk/nfsu2-web
Need for Speed Underground 2 in Your Browser
Need for Speed Underground 2, a racing game from 2004, now runs at a smooth sixty frames per second directly inside your web browser. This fan project does not use emulation, which usually feels slow and clunky. Instead, it rewrites the entire game code into a modern format that your browser understands natively. The result is a version that plays with the original graphics, sound, and even multiplayer support for free roam sessions with friends. You just need to own the original game files and run the build script. It is a clever, technical achievement that brings a classic back to life without the heavy machinery of an emulator.
π @hackernewsgithubprojects
Need for Speed Underground 2 in Your Browser
Need for Speed Underground 2, a racing game from 2004, now runs at a smooth sixty frames per second directly inside your web browser. This fan project does not use emulation, which usually feels slow and clunky. Instead, it rewrites the entire game code into a modern format that your browser understands natively. The result is a version that plays with the original graphics, sound, and even multiplayer support for free roam sessions with friends. You just need to own the original game files and run the build script. It is a clever, technical achievement that brings a classic back to life without the heavy machinery of an emulator.
π @hackernewsgithubprojects
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π¦ justaresearcher/gpu-unlock-ada
RTX 4090 Tensor Unlock Explained
Nvidia has apparently left a speed limit switch on their top consumer graphics card that can be flipped without modifying the driver. This Linux tool flips that switch before the system starts, doubling the performance of half-precision math on the RTX 4090. It works by talking directly to the chip hardware before the official software takes over. The code is open source, so anyone can inspect exactly how it works before installing it. If you run AI models or heavy math workloads on a 4090, this is a free performance boost. The project is called GPU Unlock Ada. It is not a cheat code, it is a hardware setting.
π° https://news.ycombinator.com/item?id=50223787
π @hackernewsgithubprojects
RTX 4090 Tensor Unlock Explained
Nvidia has apparently left a speed limit switch on their top consumer graphics card that can be flipped without modifying the driver. This Linux tool flips that switch before the system starts, doubling the performance of half-precision math on the RTX 4090. It works by talking directly to the chip hardware before the official software takes over. The code is open source, so anyone can inspect exactly how it works before installing it. If you run AI models or heavy math workloads on a 4090, this is a free performance boost. The project is called GPU Unlock Ada. It is not a cheat code, it is a hardware setting.
π° https://news.ycombinator.com/item?id=50223787
π @hackernewsgithubprojects
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π¦ zephium-browser/zephium
Zephium: The Browser Built for Agents
Zephium is the browser that finally puts your AI agents to work where you actually browse. Built entirely in Rust on native system engines, it skips the heavy Chromium bloat to give you a snappy, private workspace. The real magic is its Work canvas, where you can watch AI helpers plan trips, compare vendors, or fix code right beside your open tabs, keeping every result visible and under your control. It is not just a chatbot; it is a full work environment. If you want a browser that treats your AI as a coworker rather than a chat window, this is the one to try.
π° https://news.ycombinator.com/item?id=50227943
π @hackernewsgithubprojects
Zephium: The Browser Built for Agents
Zephium is the browser that finally puts your AI agents to work where you actually browse. Built entirely in Rust on native system engines, it skips the heavy Chromium bloat to give you a snappy, private workspace. The real magic is its Work canvas, where you can watch AI helpers plan trips, compare vendors, or fix code right beside your open tabs, keeping every result visible and under your control. It is not just a chatbot; it is a full work environment. If you want a browser that treats your AI as a coworker rather than a chat window, this is the one to try.
π° https://news.ycombinator.com/item?id=50227943
π @hackernewsgithubprojects
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π¦ rddmwmddr/android-ad-cleaner
Android Ad Cleaner: Turn Off System Ads
Turn off the built-in ads and marketing feeds on your Chinese Android phone without rooting it. This project, called Android Ad Cleaner, connects to your device through a cable and automatically flips the official settings switches that hide sponsored content, hot search lists, and app store promotions. It works by reading the screen and clicking through the menus, so it never modifies the system files or breaks future updates. The most surprising part is that you can let an AI agent run the whole process for you in just a few minutes, or use a simple desktop app if you prefer.
π @hackernewsgithubprojects
Android Ad Cleaner: Turn Off System Ads
Turn off the built-in ads and marketing feeds on your Chinese Android phone without rooting it. This project, called Android Ad Cleaner, connects to your device through a cable and automatically flips the official settings switches that hide sponsored content, hot search lists, and app store promotions. It works by reading the screen and clicking through the menus, so it never modifies the system files or breaks future updates. The most surprising part is that you can let an AI agent run the whole process for you in just a few minutes, or use a simple desktop app if you prefer.
π @hackernewsgithubprojects
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π¦ devswha/ovis
Ovis: Your AI Terminals, Now on Your Phone
Take your favorite coding agents to your pocket with Ovis. This open-source app turns your phone or browser into a live window for AI assistants like Claude Code and Codex. Instead of being locked at your desk, you can chat with these agents and watch their terminal output from anywhere. The real magic is the web push alerts. If your code is running on a remote server, Ovis pings your phone the moment it finishes, so you never waste time staring at a loading spinner.
π @hackernewsgithubprojects
Ovis: Your AI Terminals, Now on Your Phone
Take your favorite coding agents to your pocket with Ovis. This open-source app turns your phone or browser into a live window for AI assistants like Claude Code and Codex. Instead of being locked at your desk, you can chat with these agents and watch their terminal output from anywhere. The real magic is the web push alerts. If your code is running on a remote server, Ovis pings your phone the moment it finishes, so you never waste time staring at a loading spinner.
π @hackernewsgithubprojects
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π¦ indexable-inc/blaze
Blaze: 92x Faster Rust Builds
Blaze is the incremental build tool that makes Rust compile up to ninety-two times faster than Cargo. If you have ever waited for a massive project to finish compiling, you know how slow the standard tooling can feel. Blaze solves this by remembering exactly which parts of your code changed, so it only recompiles what is actually new. It skips the redundant work entirely, turning a long wait into a near-instant check. This massive speed boost comes from a deep optimization of how the compiler tracks dependencies and caches results. For developers working on large Rust applications, this means you can test changes in seconds instead of minutes.
π @hackernewsgithubprojects
Blaze: 92x Faster Rust Builds
Blaze is the incremental build tool that makes Rust compile up to ninety-two times faster than Cargo. If you have ever waited for a massive project to finish compiling, you know how slow the standard tooling can feel. Blaze solves this by remembering exactly which parts of your code changed, so it only recompiles what is actually new. It skips the redundant work entirely, turning a long wait into a near-instant check. This massive speed boost comes from a deep optimization of how the compiler tracks dependencies and caches results. For developers working on large Rust applications, this means you can test changes in seconds instead of minutes.
π @hackernewsgithubprojects
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π¦ zengshuangzi/mcd-money-saver
McD Money Saver: Your Personal Fast Food Budgeter
It is possible to automatically calculate the absolute cheapest way to order a meal from McDonald's by combining every available coupon with real-time pricing data. This project, called McD Money Saver, is an intelligent assistant built specifically for the McDonald's platform that handles the tedious work of finding discounts for you. It scans your account to claim any unclaimed deals, checks the current menu, and uses a dedicated pricing engine to test every possible combination of items and offers. The goal is simple: you give it a budget, like thirty dollars, and it returns the exact order that maximizes your savings while staying under that limit.
π @hackernewsgithubprojects
McD Money Saver: Your Personal Fast Food Budgeter
It is possible to automatically calculate the absolute cheapest way to order a meal from McDonald's by combining every available coupon with real-time pricing data. This project, called McD Money Saver, is an intelligent assistant built specifically for the McDonald's platform that handles the tedious work of finding discounts for you. It scans your account to claim any unclaimed deals, checks the current menu, and uses a dedicated pricing engine to test every possible combination of items and offers. The goal is simple: you give it a budget, like thirty dollars, and it returns the exact order that maximizes your savings while staying under that limit.
π @hackernewsgithubprojects
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π¦ songjianyang/xss-audit
xss-audit
A single static audit tool now forces an AI assistant to hunt for hidden web attacks using fourteen separate layers of checks. This project, called xss-audit, acts as a detailed instruction manual for artificial intelligence agents. Instead of relying on basic keyword searches, it guides the computer to trace exactly where user input enters an application and how it moves through complex code structures. It specifically targets tricky injection points like dynamic HTML updates and hidden configuration data that often slip past standard scanners. By combining deep structural analysis with a focus on framework specific behaviors, it transforms a general chatbot into a targeted security auditor.
π @hackernewsgithubprojects
xss-audit
A single static audit tool now forces an AI assistant to hunt for hidden web attacks using fourteen separate layers of checks. This project, called xss-audit, acts as a detailed instruction manual for artificial intelligence agents. Instead of relying on basic keyword searches, it guides the computer to trace exactly where user input enters an application and how it moves through complex code structures. It specifically targets tricky injection points like dynamic HTML updates and hidden configuration data that often slip past standard scanners. By combining deep structural analysis with a focus on framework specific behaviors, it transforms a general chatbot into a targeted security auditor.
π @hackernewsgithubprojects