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π¦ epfml/looped-moe
Looped MoE: Share Expert Work, Cut Compute Costs
looped moe lets you slash the training cost of large language models by reusing the same brain cells across multiple layers. instead of teaching every single layer from scratch, it ties them together so they share weights, cutting parameter counts by up to four times without losing smarts. it works with popular models like olmoe and qwen three, proving that recycling knowledge is a clever hack for efficient ai. check it out if you want to train faster and cheaper.
π @hackernewsgithubprojects
Looped MoE: Share Expert Work, Cut Compute Costs
looped moe lets you slash the training cost of large language models by reusing the same brain cells across multiple layers. instead of teaching every single layer from scratch, it ties them together so they share weights, cutting parameter counts by up to four times without losing smarts. it works with popular models like olmoe and qwen three, proving that recycling knowledge is a clever hack for efficient ai. check it out if you want to train faster and cheaper.
π @hackernewsgithubprojects
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π¦ borkdude/cljbang.el
Write Clojure in Emacs
Run Clojure code directly inside Emacs without ever leaving the editor or spinning up external processes. Cljbang lets you write familiar Clojure syntax that instantly compiles into native Emacs Lisp and executes right where you are. You get the elegant data structures and macros you love while keeping every function fully accessible to Emacs itself. It feels like magic because the performance is nearly identical to writing pure Lisp. This tool bridges two worlds so you can use modern syntax for everyday tasks while staying firmly inside your favorite environment.
π° https://news.ycombinator.com/item?id=49004149
π @hackernewsgithubprojects
Write Clojure in Emacs
Run Clojure code directly inside Emacs without ever leaving the editor or spinning up external processes. Cljbang lets you write familiar Clojure syntax that instantly compiles into native Emacs Lisp and executes right where you are. You get the elegant data structures and macros you love while keeping every function fully accessible to Emacs itself. It feels like magic because the performance is nearly identical to writing pure Lisp. This tool bridges two worlds so you can use modern syntax for everyday tasks while staying firmly inside your favorite environment.
π° https://news.ycombinator.com/item?id=49004149
π @hackernewsgithubprojects
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π¦ m4vic/socratic
Socratic: The Senior Engineer Question Bank for AI
Write code without guessing by letting an AI ask itself hundreds of critical engineering questions before building anything. This project packages the specific line of questioning a senior developer uses to catch risks early, turning that knowledge into a portable prompt for AI coding agents. Instead of blindly generating code, the AI silently reviews the task across domains like security, data, and infrastructure, self-answering routine details and only asking you about high-level decisions you must authorize. It stops when the plan is solid, ensuring the AI respects engineering best practices rather than just completing a checklist.
π @hackernewsgithubprojects
Socratic: The Senior Engineer Question Bank for AI
Write code without guessing by letting an AI ask itself hundreds of critical engineering questions before building anything. This project packages the specific line of questioning a senior developer uses to catch risks early, turning that knowledge into a portable prompt for AI coding agents. Instead of blindly generating code, the AI silently reviews the task across domains like security, data, and infrastructure, self-answering routine details and only asking you about high-level decisions you must authorize. It stops when the plan is solid, ensuring the AI respects engineering best practices rather than just completing a checklist.
π @hackernewsgithubprojects
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π¦ nomadamas/k-skill
K-Skill: The Korean Agent Toolkit
K-Skill is the agent toolkit that finally teaches AI to handle everyday Korean life tasks. Most language models stumble over local bureaucracy, but this project provides a library of specialized skills that let an AI assistant search for emergency room beds, check official housing prices, or even book intercity bus tickets using local systems. It is a fascinating collection of instructions and code that transforms a generic chatbot into a practical helper for living in Korea. Instead of just chatting, the AI can actively look up school lunch menus, find nearby clinics, or check government subsidy statuses.
π @hackernewsgithubprojects
K-Skill: The Korean Agent Toolkit
K-Skill is the agent toolkit that finally teaches AI to handle everyday Korean life tasks. Most language models stumble over local bureaucracy, but this project provides a library of specialized skills that let an AI assistant search for emergency room beds, check official housing prices, or even book intercity bus tickets using local systems. It is a fascinating collection of instructions and code that transforms a generic chatbot into a practical helper for living in Korea. Instead of just chatting, the AI can actively look up school lunch menus, find nearby clinics, or check government subsidy statuses.
π @hackernewsgithubprojects
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π¦ narcooo/inkos
InkOS: Your AI Story Architect
InkOS is the story creation AI agent that finally keeps your novelβs plot threads and characters in sync while you write. It solves the problem of long-form stories losing their way by acting as a persistent memory bank for your entire world, from character traits to past plot points. The real magic is its narrative forecast feature, which lets you preview multiple possible futures for your next chapter without changing a single word of your current draft, letting you compare outcomes before you commit. You can also use it to translate full books or generate interactive game scripts.
π @hackernewsgithubprojects
InkOS: Your AI Story Architect
InkOS is the story creation AI agent that finally keeps your novelβs plot threads and characters in sync while you write. It solves the problem of long-form stories losing their way by acting as a persistent memory bank for your entire world, from character traits to past plot points. The real magic is its narrative forecast feature, which lets you preview multiple possible futures for your next chapter without changing a single word of your current draft, letting you compare outcomes before you commit. You can also use it to translate full books or generate interactive game scripts.
π @hackernewsgithubprojects
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π¦ yanhua1010/self-media-content-workflow
Self Media Skills: AI Content Workflow
Self Media Skills is an AI tool suite that turns vague ideas into ready-to-publish posts across platforms. It builds a creative brief, tracks trends, writes platform-specific copy, and generates video storyboards. The system refuses to auto-post, forcing five human approval gates like title and final copy checks before generating drafts. Every claim requires a source, and you can export finished packages for X or Xiaohongshu. It keeps your account safe by never logging in automatically, making it a transparent way to organize social media production without risking your login session.
π @hackernewsgithubprojects
Self Media Skills: AI Content Workflow
Self Media Skills is an AI tool suite that turns vague ideas into ready-to-publish posts across platforms. It builds a creative brief, tracks trends, writes platform-specific copy, and generates video storyboards. The system refuses to auto-post, forcing five human approval gates like title and final copy checks before generating drafts. Every claim requires a source, and you can export finished packages for X or Xiaohongshu. It keeps your account safe by never logging in automatically, making it a transparent way to organize social media production without risking your login session.
π @hackernewsgithubprojects
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π¦ xikhar/persona
Persona: Your Desktopβs New Expressive Avatar
Persona is the cross-platform desktop app that turns your voice assistants into expressive, animated characters right on your screen. Instead of just hearing text-to-speech in the background, you get a living, breathing avatar that reacts to what it is saying. It listens to the audio your computer is playing, detects when speech starts and stops, and instantly triggers natural lip-syncing and idle animations. You can even teach it new gestures to match the mood of the conversation. It works quietly in the background on Windows, macOS, and Linux, keeping your workflow uncluttered while adding a genuine human touch to your digital interactions.
π @hackernewsgithubprojects
Persona: Your Desktopβs New Expressive Avatar
Persona is the cross-platform desktop app that turns your voice assistants into expressive, animated characters right on your screen. Instead of just hearing text-to-speech in the background, you get a living, breathing avatar that reacts to what it is saying. It listens to the audio your computer is playing, detects when speech starts and stops, and instantly triggers natural lip-syncing and idle animations. You can even teach it new gestures to match the mood of the conversation. It works quietly in the background on Windows, macOS, and Linux, keeping your workflow uncluttered while adding a genuine human touch to your digital interactions.
π @hackernewsgithubprojects
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π¦ ioai-official/ioai-2025
IOAI 2025: The AI Olympiad That Actually Counts Chickens
IOAI 2025 is the global AI competition repository that turns complex machine learning problems into tangible real-world challenges like counting chickens and authenticating antique paintings. Hosted in Beijing under UNESCO patronage, this archive collects the actual tasks, datasets, and reference solutions from the second International Olympiad in Artificial Intelligence. Instead of abstract benchmarks, participants tackled quirky, specific scenarios such as radar detection, restroom icon matching, and pixel efficiency. The project offers a transparent look into how top AI minds solve constrained, practical problems using Python, complete with detailed environment setups and official results.
π @hackernewsgithubprojects
IOAI 2025: The AI Olympiad That Actually Counts Chickens
IOAI 2025 is the global AI competition repository that turns complex machine learning problems into tangible real-world challenges like counting chickens and authenticating antique paintings. Hosted in Beijing under UNESCO patronage, this archive collects the actual tasks, datasets, and reference solutions from the second International Olympiad in Artificial Intelligence. Instead of abstract benchmarks, participants tackled quirky, specific scenarios such as radar detection, restroom icon matching, and pixel efficiency. The project offers a transparent look into how top AI minds solve constrained, practical problems using Python, complete with detailed environment setups and official results.
π @hackernewsgithubprojects
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π¦ richlegrand/bitbang-cli
Bitbang CLI: Remote Access Without Port Forwarding
Bitbang CLI is the remote access tool that works from behind any network with zero port forwarding or accounts. Instead of complex VPNs or SSH keys, you run one command on the remote machine and get a simple URL. Open that link in any browser to instantly get a full terminal, file manager, and network proxy. It even lets you pair devices using a six-digit code you read aloud over the phone. The connection is private and peer-to-peer, meaning the server only helps you connect but never sees your data. It is a clever, no-nonsense way to reach any computer without touching router settings or installing heavy software.
π° https://news.ycombinator.com/item?id=49123789
π @hackernewsgithubprojects
Bitbang CLI: Remote Access Without Port Forwarding
Bitbang CLI is the remote access tool that works from behind any network with zero port forwarding or accounts. Instead of complex VPNs or SSH keys, you run one command on the remote machine and get a simple URL. Open that link in any browser to instantly get a full terminal, file manager, and network proxy. It even lets you pair devices using a six-digit code you read aloud over the phone. The connection is private and peer-to-peer, meaning the server only helps you connect but never sees your data. It is a clever, no-nonsense way to reach any computer without touching router settings or installing heavy software.
π° https://news.ycombinator.com/item?id=49123789
π @hackernewsgithubprojects
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π¦ zenbu-labs/terminal-browser
terminal-browser
Open a full website right inside your command line using terminal-browser. This tool turns your terminal window into a real web browser by rendering pixel data directly from the chromium engine. It is genuinely cool because it lets you surf the web while keeping your coding agent and terminal tabs in the same window. You can even open remote sites over ssh and interact with them using your mouse and keyboard. It works by sending special graphics commands to supported terminals to display the page smoothly. This means you can preview web pages or use web tools without ever leaving your favorite command line interface.
π @hackernewsgithubprojects
terminal-browser
Open a full website right inside your command line using terminal-browser. This tool turns your terminal window into a real web browser by rendering pixel data directly from the chromium engine. It is genuinely cool because it lets you surf the web while keeping your coding agent and terminal tabs in the same window. You can even open remote sites over ssh and interact with them using your mouse and keyboard. It works by sending special graphics commands to supported terminals to display the page smoothly. This means you can preview web pages or use web tools without ever leaving your favorite command line interface.
π @hackernewsgithubprojects
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π¦ qaml-ai/camelai
camelai: AI Coding Assistant on Cloudflare
camelai turns ChatGPT-style chat into a real coding assistant by running directly inside the browser on Cloudflare infrastructure. The surprise capability is that it executes code in your browser sandbox, letting the AI fix bugs, run scripts, and preview results instantly without needing a complex server setup. It solves the friction of local development environments by giving you a full coding playground that starts immediately when you open the page. This is useful because developers can prototype, debug, and test ideas without installing heavy tools or configuring complex networks.
π @hackernewsgithubprojects
camelai: AI Coding Assistant on Cloudflare
camelai turns ChatGPT-style chat into a real coding assistant by running directly inside the browser on Cloudflare infrastructure. The surprise capability is that it executes code in your browser sandbox, letting the AI fix bugs, run scripts, and preview results instantly without needing a complex server setup. It solves the friction of local development environments by giving you a full coding playground that starts immediately when you open the page. This is useful because developers can prototype, debug, and test ideas without installing heavy tools or configuring complex networks.
π @hackernewsgithubprojects
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π¦ alexiglad/xm
XM: Explorative Modeling
This project introduces Explorative Modeling, a clever twist on generative AI that stops models from averaging their guesses. Instead of just producing one output and hoping for the best, XM generates a handful of candidate results at each training step and only trains on the single best match. This forces the model to commit to a clear, distinct mode rather than blending everything into a blurry mess. It is a simple but powerful way to improve image and video generation by making predictions sharper and more decisive. If you want to see how exploring multiple possibilities can unlock better end-to-end generation, this is the place to look.
π @hackernewsgithubprojects
XM: Explorative Modeling
This project introduces Explorative Modeling, a clever twist on generative AI that stops models from averaging their guesses. Instead of just producing one output and hoping for the best, XM generates a handful of candidate results at each training step and only trains on the single best match. This forces the model to commit to a clear, distinct mode rather than blending everything into a blurry mess. It is a simple but powerful way to improve image and video generation by making predictions sharper and more decisive. If you want to see how exploring multiple possibilities can unlock better end-to-end generation, this is the place to look.
π @hackernewsgithubprojects
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π¦ elumenotion/guideants
GuideAnts: Make AI Work That Stays
Stop letting your best AI prompts vanish into the chat void. GuideAnts turns fleeting conversations into permanent, searchable projects by keeping your files, notes, and chats in one organized workspace. You can build reusable guides that package your favorite workflows, then publish them or embed them in other apps so your team never has to guess how to do a task again. It even edits Office documents right inside the chat. It is the smartest way to keep your AI expertise from evaporating.
π @hackernewsgithubprojects
GuideAnts: Make AI Work That Stays
Stop letting your best AI prompts vanish into the chat void. GuideAnts turns fleeting conversations into permanent, searchable projects by keeping your files, notes, and chats in one organized workspace. You can build reusable guides that package your favorite workflows, then publish them or embed them in other apps so your team never has to guess how to do a task again. It even edits Office documents right inside the chat. It is the smartest way to keep your AI expertise from evaporating.
π @hackernewsgithubprojects
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π¦ alexzh3/codex-orchestrator
Let AI Review AI with the Codex Orchestrator
The Codex Orchestrator lets one artificial intelligence agent supervise another to catch mistakes that solo coding tools often miss. Instead of just writing code, a larger model plans the work and then assigns specific implementation tasks to a second, faster agent. Once the work is done, the first agent independently reviews every line of code and runs verification checks to ensure nothing was broken. This two-agent setup uses the unique strengths of different models, combining careful planning with fast execution while maintaining a full, inspectable history of every step.
π @hackernewsgithubprojects
Let AI Review AI with the Codex Orchestrator
The Codex Orchestrator lets one artificial intelligence agent supervise another to catch mistakes that solo coding tools often miss. Instead of just writing code, a larger model plans the work and then assigns specific implementation tasks to a second, faster agent. Once the work is done, the first agent independently reviews every line of code and runs verification checks to ensure nothing was broken. This two-agent setup uses the unique strengths of different models, combining careful planning with fast execution while maintaining a full, inspectable history of every step.
π @hackernewsgithubprojects
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π¦ dramaticshape/dramaticshapevoxelmod
Turn Classic Pokemon Into a 3D Diorama
Dramatic Shape Voxel Mod is the rendering overhaul that turns the flat PokΓ©mon world into a clickable 3D diorama with real shadows and reflections. It extrudes the terrain into actual geometry and casts real shadows using a depth buffer, so buildings block your view just like they would in real life. The coolest part is the water, which isn't just a flat texture but a field of tiny voxel columns that rise and fall as waves and reflect the sky, sun, and nearby buildings with perfect clarity. You can even fight PokΓ©mon battles directly on the landscape, complete with a cinematic camera that looks over the shoulder of your mon.
π @hackernewsgithubprojects
Turn Classic Pokemon Into a 3D Diorama
Dramatic Shape Voxel Mod is the rendering overhaul that turns the flat PokΓ©mon world into a clickable 3D diorama with real shadows and reflections. It extrudes the terrain into actual geometry and casts real shadows using a depth buffer, so buildings block your view just like they would in real life. The coolest part is the water, which isn't just a flat texture but a field of tiny voxel columns that rise and fall as waves and reflect the sky, sun, and nearby buildings with perfect clarity. You can even fight PokΓ©mon battles directly on the landscape, complete with a cinematic camera that looks over the shoulder of your mon.
π @hackernewsgithubprojects
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π¦ lyihub/pub-local-jarvis
Local AI Desktop Pet
Windows lets a local AI watch your screen and listen to audio as a playful desktop companion. You run it entirely on your own machine, so your personal data never leaves your computer. The app detects what you are doing, like playing a game or working, and responds with on-screen bubbles or chat windows. It even pauses its eye when it senses private activity to give you space. You can drag the little pet around and talk to it without opening a browser. It is a fun, private way to have a digital friend that actually pays attention to what is happening on your desk.
π @hackernewsgithubprojects
Local AI Desktop Pet
Windows lets a local AI watch your screen and listen to audio as a playful desktop companion. You run it entirely on your own machine, so your personal data never leaves your computer. The app detects what you are doing, like playing a game or working, and responds with on-screen bubbles or chat windows. It even pauses its eye when it senses private activity to give you space. You can drag the little pet around and talk to it without opening a browser. It is a fun, private way to have a digital friend that actually pays attention to what is happening on your desk.
π @hackernewsgithubprojects
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π¦ dmcke5/diy_vr
DIY VR Headset Build Guide
Build a fully 3D printed VR headset that lets you slip into virtual worlds without breaking the bank. This project replaces expensive proprietary gear with a clever stack of plastic parts, a cheap Arduino board, and a small motion sensor that tracks your head movements in real time. You get a crisp high resolution screen, adjustable lenses for perfect focus, and the freedom to customize every detail. It is an incredibly satisfying build because you control the hardware from the ground up. Grab your printer and start crafting your own virtual reality rig today.
π @hackernewsgithubprojects
DIY VR Headset Build Guide
Build a fully 3D printed VR headset that lets you slip into virtual worlds without breaking the bank. This project replaces expensive proprietary gear with a clever stack of plastic parts, a cheap Arduino board, and a small motion sensor that tracks your head movements in real time. You get a crisp high resolution screen, adjustable lenses for perfect focus, and the freedom to customize every detail. It is an incredibly satisfying build because you control the hardware from the ground up. Grab your printer and start crafting your own virtual reality rig today.
π @hackernewsgithubprojects
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π¦ futrx-com/remote.futrx
Give every AI project its own computer
remote.futrx lets you run coding agents like Codex, Claude, or Kimi in their own isolated Linux containers, so each AI gets a dedicated workspace that stays active even when you log off. Instead of juggling local installations, you get a single browser interface to manage chat, a full code editor, file manager, and live app previews for every project. The real magic happens with parallel agents that work simultaneously in separate environments while sharing the same codebase, plus a built-in browser that lets you watch an AI navigate websites or take over control for logins.
π° https://news.ycombinator.com/item?id=49100656
π @hackernewsgithubprojects
Give every AI project its own computer
remote.futrx lets you run coding agents like Codex, Claude, or Kimi in their own isolated Linux containers, so each AI gets a dedicated workspace that stays active even when you log off. Instead of juggling local installations, you get a single browser interface to manage chat, a full code editor, file manager, and live app previews for every project. The real magic happens with parallel agents that work simultaneously in separate environments while sharing the same codebase, plus a built-in browser that lets you watch an AI navigate websites or take over control for logins.
π° https://news.ycombinator.com/item?id=49100656
π @hackernewsgithubprojects
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π¦ l00sed/termixer
DJ from Your Terminal with Termixer
Mix music live right inside your computer terminal with Termixer, a terminal-based DJ mixer built in Rust that lets you control audio from any Unix system. You can plug in music players like MPV and instantly get a full two-deck mixer interface complete with crossfaders, equalizers, and sample pads. It automatically finds your audio sources so you do not need complex setup, just open the terminal and start mixing tracks, adjusting levels, and triggering samples with simple keyboard shortcuts. This is a surprisingly powerful way to DJ without leaving the command line, proving that you can have a professional audio workflow using nothing but a text interface.
π° https://news.ycombinator.com/item?id=49126883
π @hackernewsgithubprojects
DJ from Your Terminal with Termixer
Mix music live right inside your computer terminal with Termixer, a terminal-based DJ mixer built in Rust that lets you control audio from any Unix system. You can plug in music players like MPV and instantly get a full two-deck mixer interface complete with crossfaders, equalizers, and sample pads. It automatically finds your audio sources so you do not need complex setup, just open the terminal and start mixing tracks, adjusting levels, and triggering samples with simple keyboard shortcuts. This is a surprisingly powerful way to DJ without leaving the command line, proving that you can have a professional audio workflow using nothing but a text interface.
π° https://news.ycombinator.com/item?id=49126883
π @hackernewsgithubprojects
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π¦ colophon-group/jobseek
Job Seek: The Direct Job Board
Job Seek is the direct job board that pulls listings straight from company websites, not from third-party aggregators. Most job sites are cluttered with duplicates and reposts, but this tool monitors over four thousand individual career pages to find fresh roles the moment they go live. It builds a single, clean dashboard where every posting is unique and sourced directly from the employer. This matters because job hunters finally see what is actually available right now, without wading through spam or expired links. It is a smarter way to track opportunities across dozens of industries in one place.
π @hackernewsgithubprojects
Job Seek: The Direct Job Board
Job Seek is the direct job board that pulls listings straight from company websites, not from third-party aggregators. Most job sites are cluttered with duplicates and reposts, but this tool monitors over four thousand individual career pages to find fresh roles the moment they go live. It builds a single, clean dashboard where every posting is unique and sourced directly from the employer. This matters because job hunters finally see what is actually available right now, without wading through spam or expired links. It is a smarter way to track opportunities across dozens of industries in one place.
π @hackernewsgithubprojects