This media is not supported in your browser
VIEW IN TELEGRAM
π¦ nelsoneu/arn0-tv
The TV Home Screen That's Actually Yours
Your Samsung TVβs default home screen has turned into a digital marketplace, cluttered with ads and apps you never asked for. Arn0 TV fixes this by replacing it with a silent, minimalist dashboard that features just a clock, your favorite apps, and a row for your game consoles. Built specifically for the Q70B on Tizen 6.5, it strips away the noise so you can navigate with your regular remote. The project even includes a clever, built-in probe that measures exactly what your TVβs processor can handle, ensuring the interface runs smoothly without crashing. Itβs a free, open-source starting point that lets you reclaim your living room.
π @hackernewsgithubprojects
The TV Home Screen That's Actually Yours
Your Samsung TVβs default home screen has turned into a digital marketplace, cluttered with ads and apps you never asked for. Arn0 TV fixes this by replacing it with a silent, minimalist dashboard that features just a clock, your favorite apps, and a row for your game consoles. Built specifically for the Q70B on Tizen 6.5, it strips away the noise so you can navigate with your regular remote. The project even includes a clever, built-in probe that measures exactly what your TVβs processor can handle, ensuring the interface runs smoothly without crashing. Itβs a free, open-source starting point that lets you reclaim your living room.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ karanb192/cache-tax
Cache Tax: Know Before You Pay
A two-line recap in a large chat session can cost six dollars and sixty-one cents if the background memory expires. Cache Tax is a plugin for Claude Code that prevents this surprise by keeping that memory warm while you step away. It sends tiny, low-cost pings to maintain the connection. If the cache still goes cold, the plugin intercepts your message, displays the exact price of the restart, and lets you decide if it is worth sending. It turns a hidden infrastructure fee into a visible choice. You stop losing money on forgotten context.
π @hackernewsgithubprojects
Cache Tax: Know Before You Pay
A two-line recap in a large chat session can cost six dollars and sixty-one cents if the background memory expires. Cache Tax is a plugin for Claude Code that prevents this surprise by keeping that memory warm while you step away. It sends tiny, low-cost pings to maintain the connection. If the cache still goes cold, the plugin intercepts your message, displays the exact price of the restart, and lets you decide if it is worth sending. It turns a hidden infrastructure fee into a visible choice. You stop losing money on forgotten context.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ alejandros17487/ai-jailbreaks
The Prompt Vault for AI Security
ai-jailbreaks is the security testing suite that hands you ready-made keys to every major AI model. Instead of guessing how to talk to an AI, you just grab a full, paste-ready prompt from this collection. It works by swapping out the robot's default instructions for a custom set of rules, effectively giving the AI a new job description. This lets developers test exactly where the safety boundaries actually sit, which is crucial for building systems that hold up under pressure. It is the ultimate stress test for anyone building on top of these models, proving that what you build only works if you know how it breaks.
π @hackernewsgithubprojects
The Prompt Vault for AI Security
ai-jailbreaks is the security testing suite that hands you ready-made keys to every major AI model. Instead of guessing how to talk to an AI, you just grab a full, paste-ready prompt from this collection. It works by swapping out the robot's default instructions for a custom set of rules, effectively giving the AI a new job description. This lets developers test exactly where the safety boundaries actually sit, which is crucial for building systems that hold up under pressure. It is the ultimate stress test for anyone building on top of these models, proving that what you build only works if you know how it breaks.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ google-research/veriharness
VeriHarness: The Agent That Verifies Itself
VeriHarness is the verification tool that makes AI agents fact-check their own work. It solves the problem where language models confidently produce wrong answers because they cannot verify their own outputs. By running multiple attempts at a task, it uses the same model to compare the results, hunt for contradictions, and actively check facts against real evidence. This produces a single, corrected answer with a full record of why changes were made. It is fascinating because it proves that better accuracy comes from structured verification, not just a smarter model.
π @hackernewsgithubprojects
VeriHarness: The Agent That Verifies Itself
VeriHarness is the verification tool that makes AI agents fact-check their own work. It solves the problem where language models confidently produce wrong answers because they cannot verify their own outputs. By running multiple attempts at a task, it uses the same model to compare the results, hunt for contradictions, and actively check facts against real evidence. This produces a single, corrected answer with a full record of why changes were made. It is fascinating because it proves that better accuracy comes from structured verification, not just a smarter model.
π @hackernewsgithubprojects
Media is too big
VIEW IN TELEGRAM
π¦ jovidecroock/pracht
Pracht: One app graph for humans and agents
Your web app can now speak directly to artificial intelligence without letting it scrape your code. A new tool called Pracht builds a single, explicit map of your routes and features, then projects that map in two directions at once. It renders normal interfaces for people while simultaneously exposing typed, secure tools for agents to use. This means an agent can call your applicationβs functions exactly like a user would, with built-in safety checks, instead of guessing at your website structure. It is a Preact framework that deploys anywhere, from static sites to edge functions.
π @hackernewsgithubprojects
Pracht: One app graph for humans and agents
Your web app can now speak directly to artificial intelligence without letting it scrape your code. A new tool called Pracht builds a single, explicit map of your routes and features, then projects that map in two directions at once. It renders normal interfaces for people while simultaneously exposing typed, secure tools for agents to use. This means an agent can call your applicationβs functions exactly like a user would, with built-in safety checks, instead of guessing at your website structure. It is a Preact framework that deploys anywhere, from static sites to edge functions.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ oosexgang/hackios-xnu-kernel
HackiOS XNU Kernel
HackiOS XNU Kernel boots Appleβs own operating system kernel directly on an Android phone, letting you run the full iOS interface without a single Apple chip. It loads the real iOS system into your phoneβs memory using a custom boot loader, so you can actually swipe through the home screen and open apps like Safari and Settings on hardware Apple never intended to support it. The coolest part is that your phone reverts to Android the instant you reboot it, meaning there is no permanent modification or risk to your device. It is a brilliant research project that proves how much of an OS is just software, not hardware.
π° https://news.ycombinator.com/item?id=50195534
π @hackernewsgithubprojects
HackiOS XNU Kernel
HackiOS XNU Kernel boots Appleβs own operating system kernel directly on an Android phone, letting you run the full iOS interface without a single Apple chip. It loads the real iOS system into your phoneβs memory using a custom boot loader, so you can actually swipe through the home screen and open apps like Safari and Settings on hardware Apple never intended to support it. The coolest part is that your phone reverts to Android the instant you reboot it, meaning there is no permanent modification or risk to your device. It is a brilliant research project that proves how much of an OS is just software, not hardware.
π° https://news.ycombinator.com/item?id=50195534
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ artembobkin/immersivemap
ImmersiveMap
ImmersiveMap renders a fully interactive three-dimensional globe directly on your iPhone or Mac using pure Swift and Metal. It is not a web view or a flat image, but a real-time engine that draws the curved surface of the Earth with actual terrain relief and directional shadows. The most striking capability is the continuous transition from a zoomed-out globe view to a flat street map without any jarring jump or loading screen. It handles vector tiles natively, so it works offline with pre-downloaded data and supports custom markers and labels right inside your Swift UI code. This gives developers a modern high-performance alternative to traditional map kits.
π @hackernewsgithubprojects
ImmersiveMap
ImmersiveMap renders a fully interactive three-dimensional globe directly on your iPhone or Mac using pure Swift and Metal. It is not a web view or a flat image, but a real-time engine that draws the curved surface of the Earth with actual terrain relief and directional shadows. The most striking capability is the continuous transition from a zoomed-out globe view to a flat street map without any jarring jump or loading screen. It handles vector tiles natively, so it works offline with pre-downloaded data and supports custom markers and labels right inside your Swift UI code. This gives developers a modern high-performance alternative to traditional map kits.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ neuphonic/neudecide
NeuDecide: Voice Commands, Directly to Code
A forty-three megabyte model turns raw audio directly into function calls without transcribing a single word. That is the big surprise. Most systems listen to you, type out what they heard, and then guess your intent, but this tiny tool skips the middleman entirely. It runs on a single thread using standard libraries, meaning it works on a phone, a laptop, or even a Raspberry Pi without needing a graphics card or an internet connection. The trick is simple. You feed it a voice clip and a list of possible actions written as a schema, and it outputs the exact command to run.
π @hackernewsgithubprojects
NeuDecide: Voice Commands, Directly to Code
A forty-three megabyte model turns raw audio directly into function calls without transcribing a single word. That is the big surprise. Most systems listen to you, type out what they heard, and then guess your intent, but this tiny tool skips the middleman entirely. It runs on a single thread using standard libraries, meaning it works on a phone, a laptop, or even a Raspberry Pi without needing a graphics card or an internet connection. The trick is simple. You feed it a voice clip and a list of possible actions written as a schema, and it outputs the exact command to run.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ jeankassio/comfyui-acestep_sft
ComfyUI AceStep SFT: Total Control Over AI Music
You can now drag and drop your way to a fully generated song, right inside ComfyUI. The ComfyUI AceStep SFT node takes that heavy, isolated music model and breaks it down into simple, modular pieces, meaning you finally get the fine-tuned control that the standard web interface just leaves on the table. It handles everything, from analyzing a track to find its beat, to tweaking exactly how much the AI leans into your lyrics versus the vibe. If youβve ever wanted to treat music generation like a proper node graph instead of a black box, this is the setup youβve been waiting for.
π @hackernewsgithubprojects
ComfyUI AceStep SFT: Total Control Over AI Music
You can now drag and drop your way to a fully generated song, right inside ComfyUI. The ComfyUI AceStep SFT node takes that heavy, isolated music model and breaks it down into simple, modular pieces, meaning you finally get the fine-tuned control that the standard web interface just leaves on the table. It handles everything, from analyzing a track to find its beat, to tweaking exactly how much the AI leans into your lyrics versus the vibe. If youβve ever wanted to treat music generation like a proper node graph instead of a black box, this is the setup youβve been waiting for.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ google/elephant-goldfish-model
The Elephant-Goldfish Model Explained
The Elephant-Goldfish Model is the development framework that keeps your code and its written plans perfectly in sync. It solves the problem where software documentation quickly becomes outdated as you build features. The framework uses a clever pair of AI roles: an Elephant agent that remembers your entire project history to write detailed designs, and a swarm of Goldfish agents that act like fresh reviewers with zero context to find flaws. This ensures every plan is stress-tested before any code is written. Itβs a practical way to make sure your AI coding partners follow a clear, verified roadmap rather than guessing.
π° https://news.ycombinator.com/item?id=50180926
π @hackernewsgithubprojects
The Elephant-Goldfish Model Explained
The Elephant-Goldfish Model is the development framework that keeps your code and its written plans perfectly in sync. It solves the problem where software documentation quickly becomes outdated as you build features. The framework uses a clever pair of AI roles: an Elephant agent that remembers your entire project history to write detailed designs, and a swarm of Goldfish agents that act like fresh reviewers with zero context to find flaws. This ensures every plan is stress-tested before any code is written. Itβs a practical way to make sure your AI coding partners follow a clear, verified roadmap rather than guessing.
π° https://news.ycombinator.com/item?id=50180926
π @hackernewsgithubprojects
Media is too big
VIEW IN TELEGRAM
π¦ xing-shuyin/pi-web-ui
pi-web-ui: Your Browser Is Now a Coding Cockpit
pi-web-ui turns your standard web browser into a complete command center for local A I coding agents. The most surprising capability is that you can connect to a remote Linux server directly from a single browser tab, automatically probing the environment and installing missing dependencies like Git or Node.js on the fly. This means you can browse files, run live terminal commands, and let the A I edit code on a distant machine without opening a separate remote desktop app. The project solves the friction of context switching by merging chat, terminal, and Git controls into one visual workspace.
π @hackernewsgithubprojects
pi-web-ui: Your Browser Is Now a Coding Cockpit
pi-web-ui turns your standard web browser into a complete command center for local A I coding agents. The most surprising capability is that you can connect to a remote Linux server directly from a single browser tab, automatically probing the environment and installing missing dependencies like Git or Node.js on the fly. This means you can browse files, run live terminal commands, and let the A I edit code on a distant machine without opening a separate remote desktop app. The project solves the friction of context switching by merging chat, terminal, and Git controls into one visual workspace.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ freroxx/toolz
Toolz: The Android App With A Built-In Browser And AI
Toolz is an Android app that acts as a private, offline browser with end-to-end encrypted messaging, AI chat, and a full disk cleaner all in one place. It solves the problem of app sprawl by giving you a single grid dashboard to access your files, notes, and secure chats without leaving the app. What makes it interesting is how it combines a local ad-blocker and DNS filtering with a built-in AI model that runs on your phone, so your data never leaves your device. If you want one app that handles your privacy, productivity, and media without sending your info to a server, this is the tool to try.
π @hackernewsgithubprojects
Toolz: The Android App With A Built-In Browser And AI
Toolz is an Android app that acts as a private, offline browser with end-to-end encrypted messaging, AI chat, and a full disk cleaner all in one place. It solves the problem of app sprawl by giving you a single grid dashboard to access your files, notes, and secure chats without leaving the app. What makes it interesting is how it combines a local ad-blocker and DNS filtering with a built-in AI model that runs on your phone, so your data never leaves your device. If you want one app that handles your privacy, productivity, and media without sending your info to a server, this is the tool to try.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ pachterlab/edgepython
edgePython: The Python Port of edgeR
edgePython brings the heavy-hitting statistical power of edgeR directly into Python, letting you analyze gene expression data without touching R. It handles the tricky math of counting RNA reads, checking if specific genes are active in one sample group compared to another. The coolest part? It includes a brand-new single-cell method that borrows a technique from another tool to handle noisy data, while keeping the strict statistical rigor you trust. It also fixes several bugs found in the original R package, making it a smarter, safer choice. You get the same reliable results, just in a language most data scientists actually use daily.
π @hackernewsgithubprojects
edgePython: The Python Port of edgeR
edgePython brings the heavy-hitting statistical power of edgeR directly into Python, letting you analyze gene expression data without touching R. It handles the tricky math of counting RNA reads, checking if specific genes are active in one sample group compared to another. The coolest part? It includes a brand-new single-cell method that borrows a technique from another tool to handle noisy data, while keeping the strict statistical rigor you trust. It also fixes several bugs found in the original R package, making it a smarter, safer choice. You get the same reliable results, just in a language most data scientists actually use daily.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ stjanovitz/tilefinch
Tilefinch: A Real Browser on a PSP
A full modern web browser runs directly on a 2004 PlayStation Portable, rendering live JavaScript pages without any external computer. Tilefinch is an experimental project that builds a complete browsing engine from scratch, handling layout, security, and even video playback entirely on the device. The most surprising part is that it streams and plays high definition video locally, proving that even old hardware can handle the modern web when engineered with extreme care. It turns a simple gaming console into a capable internet terminal. The takeaway is that creative coding can push legacy hardware far beyond its original limits, offering a fascinating glimpse into efficient software design.
π° https://news.ycombinator.com/item?id=50069854
π @hackernewsgithubprojects
Tilefinch: A Real Browser on a PSP
A full modern web browser runs directly on a 2004 PlayStation Portable, rendering live JavaScript pages without any external computer. Tilefinch is an experimental project that builds a complete browsing engine from scratch, handling layout, security, and even video playback entirely on the device. The most surprising part is that it streams and plays high definition video locally, proving that even old hardware can handle the modern web when engineered with extreme care. It turns a simple gaming console into a capable internet terminal. The takeaway is that creative coding can push legacy hardware far beyond its original limits, offering a fascinating glimpse into efficient software design.
π° https://news.ycombinator.com/item?id=50069854
π @hackernewsgithubprojects
Media is too big
VIEW IN TELEGRAM
π¦ revivedx/savagewindrecomp
Savage Wind Recomp: Play Breath of the Wild on PC
Run Breath of the Wild natively on your Windows or Linux machine, bypassing the need for a Switch console entirely. This project, called Savage Wind Recomp, takes your own legally purchased copy of the game and translates its code directly into a program that your computer can run. It is not an emulator; instead, it reconstructs the game from the files on your own system, allowing for PC-style graphics settings, full keyboard and mouse support, and higher frame rates. The most surprising part is how much of the game actually works right now.
π @hackernewsgithubprojects
Savage Wind Recomp: Play Breath of the Wild on PC
Run Breath of the Wild natively on your Windows or Linux machine, bypassing the need for a Switch console entirely. This project, called Savage Wind Recomp, takes your own legally purchased copy of the game and translates its code directly into a program that your computer can run. It is not an emulator; instead, it reconstructs the game from the files on your own system, allowing for PC-style graphics settings, full keyboard and mouse support, and higher frame rates. The most surprising part is how much of the game actually works right now.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ ethanarbuckle/fairplay-decrypt
fairplay-decrypt: Offline App Unlocking
Ethan Ar Buckle's tool, fairplay decrypt, can unlock Apple App Store apps entirely offline using just a tiny sixteen byte code pulled from your own jailbroken phone. Instead of sending your app to Apple's servers to check permissions, this script does the heavy lifting on your computer to reverse the encryption. It takes a standard encrypted app file and turns it into a normal, open file you can actually inspect. You simply grab that secret key from a jailbroken device and let the tool do its work. It is a neat look at how app protection really works and how you can peek under the hood without touching the internet.
π @hackernewsgithubprojects
fairplay-decrypt: Offline App Unlocking
Ethan Ar Buckle's tool, fairplay decrypt, can unlock Apple App Store apps entirely offline using just a tiny sixteen byte code pulled from your own jailbroken phone. Instead of sending your app to Apple's servers to check permissions, this script does the heavy lifting on your computer to reverse the encryption. It takes a standard encrypted app file and turns it into a normal, open file you can actually inspect. You simply grab that secret key from a jailbroken device and let the tool do its work. It is a neat look at how app protection really works and how you can peek under the hood without touching the internet.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ vast-ai-research/edenlive
EdenLive: Real-time AI Game Rendering
EdenLive runs a playable, photorealistic game engine directly in your browser at twenty-four frames per second using just one consumer graphics card. It solves a major bottleneck in interactive media by separating the logic that tracks where things move from the pixels that actually show them. A lightweight program handles the game rules, while EdenLive takes that raw data and paints a stunning, detailed world in real time. You get the freedom of a dynamic game with the visual quality of a high-end film, without needing a massive server farm. It is a clever split that makes complex, live-generated video finally possible for everyday hardware.
π @hackernewsgithubprojects
EdenLive: Real-time AI Game Rendering
EdenLive runs a playable, photorealistic game engine directly in your browser at twenty-four frames per second using just one consumer graphics card. It solves a major bottleneck in interactive media by separating the logic that tracks where things move from the pixels that actually show them. A lightweight program handles the game rules, while EdenLive takes that raw data and paints a stunning, detailed world in real time. You get the freedom of a dynamic game with the visual quality of a high-end film, without needing a massive server farm. It is a clever split that makes complex, live-generated video finally possible for everyday hardware.
π @hackernewsgithubprojects
Media is too big
VIEW IN TELEGRAM
π¦ thusi-lab/gamescaling
GameScaling: The AI That Plays Games Like You
A vision-language model can now look at a video game screen and output the exact keyboard and mouse actions to play it, just like a human. GameScaling is a collection of large language models fine-tuned specifically to understand gameplay, turning a single screenshot into a precise twenty-hundredth of a second of movement. This solves the problem of teaching computers to play games by letting them learn from thousands of hours of real player behavior, rather than hand-coded rules. It is interesting because it shows how general AI models can specialize into actual game agents that can dodge, aim, and react in real-time.
π @hackernewsgithubprojects
GameScaling: The AI That Plays Games Like You
A vision-language model can now look at a video game screen and output the exact keyboard and mouse actions to play it, just like a human. GameScaling is a collection of large language models fine-tuned specifically to understand gameplay, turning a single screenshot into a precise twenty-hundredth of a second of movement. This solves the problem of teaching computers to play games by letting them learn from thousands of hours of real player behavior, rather than hand-coded rules. It is interesting because it shows how general AI models can specialize into actual game agents that can dodge, aim, and react in real-time.
π @hackernewsgithubprojects
Media is too big
VIEW IN TELEGRAM
π¦ xingjian-bai/opal
OPAL: The AI That Rewrites Your Math
A computer program now writes the actual math that trains your artificial intelligence while it runs. This project, called OPal, wraps a standard training loop in a single line of code. Then, a coding agent watches the process in real time. It can rewrite the update rules and adjust learning rates on the fly to fix problems or improve results. It does not touch your data or model structure. It just adjusts the engine underneath. The result is a training run that adapts to its own progress rather than following a fixed plan. It is a fascinating look at how much of machine learning can be automated.
π @hackernewsgithubprojects
OPAL: The AI That Rewrites Your Math
A computer program now writes the actual math that trains your artificial intelligence while it runs. This project, called OPal, wraps a standard training loop in a single line of code. Then, a coding agent watches the process in real time. It can rewrite the update rules and adjust learning rates on the fly to fix problems or improve results. It does not touch your data or model structure. It just adjusts the engine underneath. The result is a training run that adapts to its own progress rather than following a fixed plan. It is a fascinating look at how much of machine learning can be automated.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ wchao6891/promptdirector
PromptDirector: Save AI Prompts Instantly
PromptDirector is a free Chrome extension that lets you save AI images, videos, and the exact prompts used to create them directly from your browser. It works on major platforms like Midjourney, YouTube, and X, building a personal library you can browse visually without creating an account. The real magic happens when you connect your library to AI coding agents like Codex or Claude Code; they can search your saved examples, read the original prompts, and even save new creations back into your collection. If you use AI for creative work, this tool turns your scattered inspiration into a reusable asset library that your agents can actually use.
π @hackernewsgithubprojects
PromptDirector: Save AI Prompts Instantly
PromptDirector is a free Chrome extension that lets you save AI images, videos, and the exact prompts used to create them directly from your browser. It works on major platforms like Midjourney, YouTube, and X, building a personal library you can browse visually without creating an account. The real magic happens when you connect your library to AI coding agents like Codex or Claude Code; they can search your saved examples, read the original prompts, and even save new creations back into your collection. If you use AI for creative work, this tool turns your scattered inspiration into a reusable asset library that your agents can actually use.
π @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
π¦ rainchus/donkey-kong-64-recompiled
Donkey Kong 64: Recompiled
Transform a classic N64 game into a modern native port with instant load times and zero input lag. The Donkey Kong 64 Recompiled project uses static recompilation to translate the original code directly into modern machine instructions, bypassing the need for traditional emulation or manual decompilation. This approach solves the problem of hardware limitations by running the game natively on your PC, Steam Deck, or Linux system, delivering high frame rates while preserving every original visual effect with pixel-perfect accuracy. It is not a mod loader or a general emulator; it is a dedicated port that requires the original game files to run.
π @hackernewsgithubprojects
Donkey Kong 64: Recompiled
Transform a classic N64 game into a modern native port with instant load times and zero input lag. The Donkey Kong 64 Recompiled project uses static recompilation to translate the original code directly into modern machine instructions, bypassing the need for traditional emulation or manual decompilation. This approach solves the problem of hardware limitations by running the game natively on your PC, Steam Deck, or Linux system, delivering high frame rates while preserving every original visual effect with pixel-perfect accuracy. It is not a mod loader or a general emulator; it is a dedicated port that requires the original game files to run.
π @hackernewsgithubprojects