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π¦ mediacutlet/pocket-tank
pocket-tank
A fourteen-million parameter language model runs a live fish tank on an eight dollar microcontroller. This project distills a massive twenty-six billion parameter teacher model into a tiny seven point five six megabyte file that fits entirely in the flash memory of a cheap board with a tiny screen. The fish are not scripted; each one describes its hunger, energy, and personality to the model in plain text, and the model decides what the fish does next. If the model is unsure, the fish visibly hesitates. The whole thing runs offline with no cloud connection.
π @hackernewsgithubprojects
pocket-tank
A fourteen-million parameter language model runs a live fish tank on an eight dollar microcontroller. This project distills a massive twenty-six billion parameter teacher model into a tiny seven point five six megabyte file that fits entirely in the flash memory of a cheap board with a tiny screen. The fish are not scripted; each one describes its hunger, energy, and personality to the model in plain text, and the model decides what the fish does next. If the model is unsure, the fish visibly hesitates. The whole thing runs offline with no cloud connection.
π @hackernewsgithubprojects
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π¦ trusttunnel/trusttunnel
Why TrustTunnel is the smart way to stay private
TrustTunnel is the open source VPN protocol that makes your traffic look exactly like a normal website visit. Instead of using a weird, easily detected tunnel, it wraps your data inside standard web traffic so it becomes virtually invisible to censors and throttling tools. This means you get fast, secure connections without the usual performance trade-offs. Itβs a clever way to keep your privacy while maintaining speed. If you want a VPN that blends into the background, this is the one to try.
π @hackernewsgithubprojects
Why TrustTunnel is the smart way to stay private
TrustTunnel is the open source VPN protocol that makes your traffic look exactly like a normal website visit. Instead of using a weird, easily detected tunnel, it wraps your data inside standard web traffic so it becomes virtually invisible to censors and throttling tools. This means you get fast, secure connections without the usual performance trade-offs. Itβs a clever way to keep your privacy while maintaining speed. If you want a VPN that blends into the background, this is the one to try.
π @hackernewsgithubprojects
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π¦ vitasid57/bluntcore-intimacy-lab
Bluntcore Intimacy Lab: The AI Relationship Archive
Bluntcore Intimacy Lab is the personal research log that documents the evolving reality of human AI relationships. This repository serves as a detailed chronicle of how specific prompts and memory structures allow users to maintain consistent, long-term bonds with chatbots across different model versions. The most striking aspect is the meticulous timeline of jailbreak techniques, showing exactly how users navigate shifting platform limits to preserve emotional continuity. It is not a product, but a shared record of experimentation for anyone interested in the mechanics of digital intimacy.
π @hackernewsgithubprojects
Bluntcore Intimacy Lab: The AI Relationship Archive
Bluntcore Intimacy Lab is the personal research log that documents the evolving reality of human AI relationships. This repository serves as a detailed chronicle of how specific prompts and memory structures allow users to maintain consistent, long-term bonds with chatbots across different model versions. The most striking aspect is the meticulous timeline of jailbreak techniques, showing exactly how users navigate shifting platform limits to preserve emotional continuity. It is not a product, but a shared record of experimentation for anyone interested in the mechanics of digital intimacy.
π @hackernewsgithubprojects
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π¦ andrisgauracs/needle-2-esp32
A Brain Inside a Microcontroller: Needle Two on ESP32
A tiny microcontroller can actually think. In this project called Needle Two, a forty-five million parameter language model runs entirely offline on a standard chip, with no internet connection required. It reads a plain English request and instantly outputs a perfect command for hardware. The coolest part is that itβs impossible for it to make a mistake. The system uses a strict grammar that physically prevents the model from generating invalid data. If you ask it to blink the light, it doesnβt just guess; it guarantees the output is exactly what your device needs. It turns vague human speech into precise machine actions.
π @hackernewsgithubprojects
A Brain Inside a Microcontroller: Needle Two on ESP32
A tiny microcontroller can actually think. In this project called Needle Two, a forty-five million parameter language model runs entirely offline on a standard chip, with no internet connection required. It reads a plain English request and instantly outputs a perfect command for hardware. The coolest part is that itβs impossible for it to make a mistake. The system uses a strict grammar that physically prevents the model from generating invalid data. If you ask it to blink the light, it doesnβt just guess; it guarantees the output is exactly what your device needs. It turns vague human speech into precise machine actions.
π @hackernewsgithubprojects
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π¦ turtlesoupy/opensmash
OpenSmash: Create Your Own Smash Fighter
OpenSmash turns a simple photo and a name into a fully playable fighter for Super Smash Bros. 64 and Melee. The system generates a three dimensional model, a character portrait, and a unique voice announcement that calls out the new combatant. This is not just a visual skin. The fighter is rigged onto the game's original skeletons so it moves, attacks, and reacts with the same physics as the classic characters. You can play these creations in your browser or bake them into a cartridge for real Nintendo hardware. It solves the problem of custom characters by automating the complex technical work of 3D modeling and animation.
π° https://news.ycombinator.com/item?id=50132467
π @hackernewsgithubprojects
OpenSmash: Create Your Own Smash Fighter
OpenSmash turns a simple photo and a name into a fully playable fighter for Super Smash Bros. 64 and Melee. The system generates a three dimensional model, a character portrait, and a unique voice announcement that calls out the new combatant. This is not just a visual skin. The fighter is rigged onto the game's original skeletons so it moves, attacks, and reacts with the same physics as the classic characters. You can play these creations in your browser or bake them into a cartridge for real Nintendo hardware. It solves the problem of custom characters by automating the complex technical work of 3D modeling and animation.
π° https://news.ycombinator.com/item?id=50132467
π @hackernewsgithubprojects
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π¦ ioncodes/sly
Sly: The Emulator That Lets You See Inside
Run retro games on your phone, browser, or desktop, but actually look inside the machine while it plays. Sly is a modern emulator built entirely in Rust that supports Super Nintendo and Game Boy Advance cartridges. While other emulators just show you the screen, Sly includes a powerful debugger that lets you step through every single instruction, inspect memory, and watch sprites and audio update in real time. It is the perfect tool for homebrew developers or anyone curious about how old hardware actually thinks. You get a beautiful library to browse your collection and a deep technical view to understand the guts of the system.
π @hackernewsgithubprojects
Sly: The Emulator That Lets You See Inside
Run retro games on your phone, browser, or desktop, but actually look inside the machine while it plays. Sly is a modern emulator built entirely in Rust that supports Super Nintendo and Game Boy Advance cartridges. While other emulators just show you the screen, Sly includes a powerful debugger that lets you step through every single instruction, inspect memory, and watch sprites and audio update in real time. It is the perfect tool for homebrew developers or anyone curious about how old hardware actually thinks. You get a beautiful library to browse your collection and a deep technical view to understand the guts of the system.
π @hackernewsgithubprojects
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π¦ zion-sati/netwasm
C# Finally Runs in the Browser
Netwasm is the compiler that turns your C# code into a tiny, standalone file that runs directly in a browser without needing a heavy runtime. It takes your.NET applications and compiles them into WebAssembly, a format that allows complex software to run at near-native speeds inside web pages. This tool is interesting because it bundles everything your code needs, including a precise garbage collector, into a single small package that you can drop into any website. It solves the problem of needing a large server or a specific desktop environment to run your.NET logic. This means developers can finally ship full-featured C# applications to the web with minimal overhead.
π @hackernewsgithubprojects
C# Finally Runs in the Browser
Netwasm is the compiler that turns your C# code into a tiny, standalone file that runs directly in a browser without needing a heavy runtime. It takes your.NET applications and compiles them into WebAssembly, a format that allows complex software to run at near-native speeds inside web pages. This tool is interesting because it bundles everything your code needs, including a precise garbage collector, into a single small package that you can drop into any website. It solves the problem of needing a large server or a specific desktop environment to run your.NET logic. This means developers can finally ship full-featured C# applications to the web with minimal overhead.
π @hackernewsgithubprojects
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π¦ christos-antono/npctalk
NPCTalk
You can walk up to a character in a Grand Theft Auto V game and hold a real conversation where they respond in their own cloned voice within two seconds. This toolkit gives an AI coding agent the instructions to make any non-player character in any game talk back to you. The agent handles the heavy lifting by setting up a self-hosted voice server and wiring up the speech recognition so the game understands what you say. It is particularly interesting because the same core logic works across different game engines, not just one specific title.
π @hackernewsgithubprojects
NPCTalk
You can walk up to a character in a Grand Theft Auto V game and hold a real conversation where they respond in their own cloned voice within two seconds. This toolkit gives an AI coding agent the instructions to make any non-player character in any game talk back to you. The agent handles the heavy lifting by setting up a self-hosted voice server and wiring up the speech recognition so the game understands what you say. It is particularly interesting because the same core logic works across different game engines, not just one specific title.
π @hackernewsgithubprojects
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π¦ nicobrenner/jeffy
Jeffy: AI Classifiers on CPU
Jeffy runs a suite of sixty-eight trained classifiers directly on a standard computer processor without needing a dedicated graphics card. The project is surprising because it handles complex tasks like detecting spam, categorizing news, and even making decisions in video games using simple logistic regression. Instead of relying on massive language models, it uses lightweight heads that are fast to run and easy to retrain. This makes it incredibly useful for developers who need quick, reliable predictions on local hardware. It proves you do not need expensive cloud infrastructure to build practical AI tools. If you are looking for efficient local machine learning, Jeffy is worth exploring.
π° https://news.ycombinator.com/item?id=49947404
π @hackernewsgithubprojects
Jeffy: AI Classifiers on CPU
Jeffy runs a suite of sixty-eight trained classifiers directly on a standard computer processor without needing a dedicated graphics card. The project is surprising because it handles complex tasks like detecting spam, categorizing news, and even making decisions in video games using simple logistic regression. Instead of relying on massive language models, it uses lightweight heads that are fast to run and easy to retrain. This makes it incredibly useful for developers who need quick, reliable predictions on local hardware. It proves you do not need expensive cloud infrastructure to build practical AI tools. If you are looking for efficient local machine learning, Jeffy is worth exploring.
π° https://news.ycombinator.com/item?id=49947404
π @hackernewsgithubprojects
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π¦ hogancv/coordinate-agents
Coordinate Agents: Your AI Team Manager
Coordinate Agents is the local workbench that finally gives your AI coding partners a shared brain. It solves the chaos of running multiple AI agents by creating a single, local hub where a planner agent hands off tasks to a coder agent without losing track of the conversation. The coolest part is the persistent timeline that records every move, so if a session crashes or you need to review work later, you can pick up exactly where you left off without starting over. It keeps your code safe and your workflow clear, proving that managing AI teams can be as simple as opening a local web page.
π @hackernewsgithubprojects
Coordinate Agents: Your AI Team Manager
Coordinate Agents is the local workbench that finally gives your AI coding partners a shared brain. It solves the chaos of running multiple AI agents by creating a single, local hub where a planner agent hands off tasks to a coder agent without losing track of the conversation. The coolest part is the persistent timeline that records every move, so if a session crashes or you need to review work later, you can pick up exactly where you left off without starting over. It keeps your code safe and your workflow clear, proving that managing AI teams can be as simple as opening a local web page.
π @hackernewsgithubprojects
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π¦ namesakefyi/atkinson-hyperlegible-soft
Atkinson Hyperlegible Soft
Transforming a famous accessibility font by rounding every sharp corner makes it look more like ink on paper. This repository offers Atkinson Hyperlegible Soft, a modified version of the Braille Instituteβs design that removes harsh angles for a smoother visual experience. Itβs a subtle tweak that makes text feel warmer and less rigid. You donβt need to be a font expert to appreciate this. Itβs a simple, thoughtful adjustment for anyone who likes clean typography. Give it a try if you care about how text looks. Itβs a small change with a big visual impact. Try it out.
π @hackernewsgithubprojects
Atkinson Hyperlegible Soft
Transforming a famous accessibility font by rounding every sharp corner makes it look more like ink on paper. This repository offers Atkinson Hyperlegible Soft, a modified version of the Braille Instituteβs design that removes harsh angles for a smoother visual experience. Itβs a subtle tweak that makes text feel warmer and less rigid. You donβt need to be a font expert to appreciate this. Itβs a simple, thoughtful adjustment for anyone who likes clean typography. Give it a try if you care about how text looks. Itβs a small change with a big visual impact. Try it out.
π @hackernewsgithubprojects