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π¦ nateherkai/scroll-craft
Scroll Craft: The AI Skill That Refuses to Make Boring Websites
Scroll Craft is a specialized tool for an AI coding assistant that builds websites where scrolling feels like a movie. Instead of generating the same generic layouts every time, it forces the AI to pick from eight distinct visual styles and invent a unique interaction for every single page. It even checks its own work by taking screenshots as it scrolls to ensure the design actually looks good. The result is a premium web experience that feels handcrafted and completely different each time, proving that AI can build truly original digital spaces.
π @hackernewsgithubprojects
Scroll Craft: The AI Skill That Refuses to Make Boring Websites
Scroll Craft is a specialized tool for an AI coding assistant that builds websites where scrolling feels like a movie. Instead of generating the same generic layouts every time, it forces the AI to pick from eight distinct visual styles and invent a unique interaction for every single page. It even checks its own work by taking screenshots as it scrolls to ensure the design actually looks good. The result is a premium web experience that feels handcrafted and completely different each time, proving that AI can build truly original digital spaces.
π @hackernewsgithubprojects
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π¦ jeomon/windows-use
Windows Use: The AI Agent for Windows
Windows Use is the AI agent that actually clicks your Windows screen. It sees the buttons, reads the text, and takes action, just like you would, without needing hidden APIs or specific app codes. This project solves the problem of rigid automation by letting a smart model understand your visual interface and control it in real time, making it a powerful tool for handling complex desktop tasks that usually require manual effort. It is a fascinating glimpse into how AI can truly interact with your operating system as a digital assistant. If you are curious about the future of computer interaction, this is the tool to watch.
π @hackernewsgithubprojects
Windows Use: The AI Agent for Windows
Windows Use is the AI agent that actually clicks your Windows screen. It sees the buttons, reads the text, and takes action, just like you would, without needing hidden APIs or specific app codes. This project solves the problem of rigid automation by letting a smart model understand your visual interface and control it in real time, making it a powerful tool for handling complex desktop tasks that usually require manual effort. It is a fascinating glimpse into how AI can truly interact with your operating system as a digital assistant. If you are curious about the future of computer interaction, this is the tool to watch.
π @hackernewsgithubprojects
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π¦ hyperb1iss/unifly
unifly: The Terminal Command Center for Your Network
Unifly turns your computer terminal into a live command center for your entire Ubiquiti UniFi network, eliminating the need for a web browser. This tool solves the friction of managing complex network hardware by giving you a fast, interactive dashboard and a powerful command line that handles everything from checking switch ports to auditing firewall rules. It is built for both humans and AI agents, meaning you can script complex network changes or simply watch real-time traffic charts in a sleek, neon-themed interface. Instead of juggling multiple tabs and interfaces, you get one unified place to monitor, configure, and troubleshoot your network.
π° https://news.ycombinator.com/item?id=49420582
π @hackernewsgithubprojects
unifly: The Terminal Command Center for Your Network
Unifly turns your computer terminal into a live command center for your entire Ubiquiti UniFi network, eliminating the need for a web browser. This tool solves the friction of managing complex network hardware by giving you a fast, interactive dashboard and a powerful command line that handles everything from checking switch ports to auditing firewall rules. It is built for both humans and AI agents, meaning you can script complex network changes or simply watch real-time traffic charts in a sleek, neon-themed interface. Instead of juggling multiple tabs and interfaces, you get one unified place to monitor, configure, and troubleshoot your network.
π° https://news.ycombinator.com/item?id=49420582
π @hackernewsgithubprojects
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π¦ chrisinho8/dach-data-job-market
The Daily Snapshot of the DACH Data Job Market
The DACH data job market is the daily tracker that finally turns three thousand scattered job listings into a clear, browsable map of hiring trends. It pulls live postings from across Germany, Austria, and Switzerland every morning and processes them through a structured pipeline that deduplicates and categorizes every entry. The standout feature is its historical memory, which ensures no data is ever overwritten, allowing you to see not just how many roles are open today, but whether the market is growing or shrinking over time.
π° https://news.ycombinator.com/item?id=49258814
π @hackernewsgithubprojects
The Daily Snapshot of the DACH Data Job Market
The DACH data job market is the daily tracker that finally turns three thousand scattered job listings into a clear, browsable map of hiring trends. It pulls live postings from across Germany, Austria, and Switzerland every morning and processes them through a structured pipeline that deduplicates and categorizes every entry. The standout feature is its historical memory, which ensures no data is ever overwritten, allowing you to see not just how many roles are open today, but whether the market is growing or shrinking over time.
π° https://news.ycombinator.com/item?id=49258814
π @hackernewsgithubprojects
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π¦ cauchy221/alignment-whack-a-mole-code
The AI Copyright Leak
Alignment Whack-a-Mole is the research code that exposes how fine-tuning AI on copyrighted books forces models to memorize and recite the original text word-for-word. The team takes excerpts from classic novels, trains large language models to write in the author's specific style, and then measures how much of the original book leaks back out in the new generations. This is a clever, slightly unsettling experiment showing that even when you ask an AI to be creative, the underlying training data can still surface as verbatim copies of protected work. It turns a complex academic paper into a practical toolkit for testing where the line between inspiration and plagiarism actually sits.
π° https://news.ycombinator.com/item?id=47957627
π @hackernewsgithubprojects
The AI Copyright Leak
Alignment Whack-a-Mole is the research code that exposes how fine-tuning AI on copyrighted books forces models to memorize and recite the original text word-for-word. The team takes excerpts from classic novels, trains large language models to write in the author's specific style, and then measures how much of the original book leaks back out in the new generations. This is a clever, slightly unsettling experiment showing that even when you ask an AI to be creative, the underlying training data can still surface as verbatim copies of protected work. It turns a complex academic paper into a practical toolkit for testing where the line between inspiration and plagiarism actually sits.
π° https://news.ycombinator.com/item?id=47957627
π @hackernewsgithubprojects
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π¦ qlni/shadow-250m-instruct
Shadow 250M: The 60 MB Brain
Shadow 250M Instruct is a language model that fits in a file smaller than a standard MP3 song. Built from scratch, it runs entirely on your laptop's processor without needing a GPU or any external software. The real surprise is its memory: it can read and recall facts from a hundred million tokens of text stored on your hard drive, not just what fits in your computer's fast memory. It retrieves specific details from massive archives as if they were right in front of it. While it is small and simple, it offers a fully offline, private way to chat and query your own documents.
π @hackernewsgithubprojects
Shadow 250M: The 60 MB Brain
Shadow 250M Instruct is a language model that fits in a file smaller than a standard MP3 song. Built from scratch, it runs entirely on your laptop's processor without needing a GPU or any external software. The real surprise is its memory: it can read and recall facts from a hundred million tokens of text stored on your hard drive, not just what fits in your computer's fast memory. It retrieves specific details from massive archives as if they were right in front of it. While it is small and simple, it offers a fully offline, private way to chat and query your own documents.
π @hackernewsgithubprojects
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π¦ usetrmnl/trmnl-framework
TRMNL Framework: Design for E-Paper
Design apps that look native on e-paper screens using the TRMNL framework. This design system solves the problem of low-resolution, black-and-white displays by providing ready-made styles and rules for crisp text, clean borders, and simple layouts that actually work on devices like e-ink readers. It saves developers from guessing at pixel-perfect details, ensuring your app looks professional and readable without fighting the hardware. If you are building for e-paper, this is your go-to toolkit.
π° https://news.ycombinator.com/item?id=49261842
π @hackernewsgithubprojects
TRMNL Framework: Design for E-Paper
Design apps that look native on e-paper screens using the TRMNL framework. This design system solves the problem of low-resolution, black-and-white displays by providing ready-made styles and rules for crisp text, clean borders, and simple layouts that actually work on devices like e-ink readers. It saves developers from guessing at pixel-perfect details, ensuring your app looks professional and readable without fighting the hardware. If you are building for e-paper, this is your go-to toolkit.
π° https://news.ycombinator.com/item?id=49261842
π @hackernewsgithubprojects
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π¦ pudinkiller/vfxmeshlab
The Slash Mesh Maker for Unity
VFX Mesh Lab is the Unity editor tool that finally lets you build procedural visual effect meshes without leaving your engine. Instead of opening a heavy modeling software for every small adjustment, you can start from fourteen specialized shapes, like tapered arcs for sword slashes or rings for shockwaves, and sculpt them using curves and modifiers right inside your project. The most surprising part is the live diagnostic preview, which instantly flags winding errors and shows UVs so you can fix shading issues before saving. When you are done, it generates a standard mesh asset that works at runtime with no extra dependencies.
π @hackernewsgithubprojects
The Slash Mesh Maker for Unity
VFX Mesh Lab is the Unity editor tool that finally lets you build procedural visual effect meshes without leaving your engine. Instead of opening a heavy modeling software for every small adjustment, you can start from fourteen specialized shapes, like tapered arcs for sword slashes or rings for shockwaves, and sculpt them using curves and modifiers right inside your project. The most surprising part is the live diagnostic preview, which instantly flags winding errors and shows UVs so you can fix shading issues before saving. When you are done, it generates a standard mesh asset that works at runtime with no extra dependencies.
π @hackernewsgithubprojects
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π¦ milind-soni/openmausbot
OpenMausBot: Your AI Team in a Chat App
Manage your entire AI workforce from a simple chat window. OpenMausBot transforms your existing AI tools into a roster of interactive contacts, letting you message them like people. The standout feature is that these bots can actually use a computer, browsing files and running tasks while you watch their screen live. Itβs an open-source, local-first alternative to private AI assistants, giving you full control over who works, which model they use, and exactly what permissions they have. You stay in the loop, approving every risky action before it happens. Itβs a practical, hands-on way to supervise your digital team without losing control.
π @hackernewsgithubprojects
OpenMausBot: Your AI Team in a Chat App
Manage your entire AI workforce from a simple chat window. OpenMausBot transforms your existing AI tools into a roster of interactive contacts, letting you message them like people. The standout feature is that these bots can actually use a computer, browsing files and running tasks while you watch their screen live. Itβs an open-source, local-first alternative to private AI assistants, giving you full control over who works, which model they use, and exactly what permissions they have. You stay in the loop, approving every risky action before it happens. Itβs a practical, hands-on way to supervise your digital team without losing control.
π @hackernewsgithubprojects
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π¦ cpj-dev/dsh-plugin-cc
dsh-plugin-cc: The Second Opinion Plugin
dsh-plugin-cc is the bridge that lets you ask DeepSeek to critique your work directly inside Claude Code. Usually, when you are coding with an AI assistant, you are trusting a single model to handle everything. But what if you wanted a completely different brain to double-check your logic? This plugin acts as a translator, allowing you to run powerful, independent review tasks using DeepSeek without ever leaving your current workflow. Think of it as hiring a second expert to look over your shoulder while you work. You can hand off complex tasks, get structured adversarial feedback, or review your local changes instantly.
π @hackernewsgithubprojects
dsh-plugin-cc: The Second Opinion Plugin
dsh-plugin-cc is the bridge that lets you ask DeepSeek to critique your work directly inside Claude Code. Usually, when you are coding with an AI assistant, you are trusting a single model to handle everything. But what if you wanted a completely different brain to double-check your logic? This plugin acts as a translator, allowing you to run powerful, independent review tasks using DeepSeek without ever leaving your current workflow. Think of it as hiring a second expert to look over your shoulder while you work. You can hand off complex tasks, get structured adversarial feedback, or review your local changes instantly.
π @hackernewsgithubprojects
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π¦ thebuggeddev/seed
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
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π¦ thebuggeddev/seed
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
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π¦ thebuggeddev/seed
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
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π¦ thebuggeddev/seed
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
Seed: 3D Crop Science Atlas
Seed is an interactive 3D atlas that turns the inside of eight staple crops into a hands-on science lab. The most surprising part? The app doesn't just show you a seed; it slices it open, germinates it on screen, and lets you click specific tissues to see exactly how the plant works. Built with three.js, it uses clever lighting and custom shading to make things like a glossy bean or matte wheat look physically real, not just like a 3D model. You can rotate, zoom, and even take quizzes to test your anatomy knowledge. Itβs a brilliant way to turn a tiny piece of nature into a deep-dive learning experience.
π @hackernewsgithubprojects
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π¦ priorlabs/relarena
RelArena: The Ultimate Test for Relational AI
Stop guessing which AI model actually handles messy, connected data. RelArena gives you a single, clean stage to pit every major relational learning method against each other on a shared set of real-world problems. The biggest headache in this field is that everyone tests their model differently, making results impossible to compare. This project fixes that by locking in the same data, the same tuning rules, and the same evaluation standards for everything. You can throw graph neural networks, table-based models, or brand-new ideas into this ring and see who truly wins.
π° https://news.ycombinator.com/item?id=49363970
π @hackernewsgithubprojects
RelArena: The Ultimate Test for Relational AI
Stop guessing which AI model actually handles messy, connected data. RelArena gives you a single, clean stage to pit every major relational learning method against each other on a shared set of real-world problems. The biggest headache in this field is that everyone tests their model differently, making results impossible to compare. This project fixes that by locking in the same data, the same tuning rules, and the same evaluation standards for everything. You can throw graph neural networks, table-based models, or brand-new ideas into this ring and see who truly wins.
π° https://news.ycombinator.com/item?id=49363970
π @hackernewsgithubprojects
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π¦ erroralex/latent-library
Organize Your AI Image Chaos with Latent Library
Sort through thousands of AI-generated images without losing your mind. Latent Library is a desktop tool that turns your chaotic folder of art into a searchable, organized library. It reads the hidden details saved in your image files, telling you exactly which model or settings created each piece, so you can find that perfect shot instantly. The coolest part is its local AI tagging, which automatically labels your images using a built-in model that runs entirely on your computer, keeping your data private. It even spots duplicate images so you can clean up your hard drive with ease.
π @hackernewsgithubprojects
Organize Your AI Image Chaos with Latent Library
Sort through thousands of AI-generated images without losing your mind. Latent Library is a desktop tool that turns your chaotic folder of art into a searchable, organized library. It reads the hidden details saved in your image files, telling you exactly which model or settings created each piece, so you can find that perfect shot instantly. The coolest part is its local AI tagging, which automatically labels your images using a built-in model that runs entirely on your computer, keeping your data private. It even spots duplicate images so you can clean up your hard drive with ease.
π @hackernewsgithubprojects
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π¦ pythops/kudu
Kudu: A Terminal VM Manager for Linux
Kudu runs entirely in your terminal, turning complex virtual machine management into simple keyboard navigation. Most Linux virtual machine managers require a graphical desktop and heavy dependencies, but Kudu bypasses this entirely. It is a text-based interface that talks directly to QEMU, meaning it runs even on bare-metal servers without a display. The tool handles the messy details of networking, storage, and firmware setup automatically, letting you spin up new virtual machines or edit existing ones with just a few key presses. It also integrates cloud-init to generate the necessary configuration disks for fresh installs, saving you from manual command-line tweaking.
π° https://news.ycombinator.com/item?id=49425330
π @hackernewsgithubprojects
Kudu: A Terminal VM Manager for Linux
Kudu runs entirely in your terminal, turning complex virtual machine management into simple keyboard navigation. Most Linux virtual machine managers require a graphical desktop and heavy dependencies, but Kudu bypasses this entirely. It is a text-based interface that talks directly to QEMU, meaning it runs even on bare-metal servers without a display. The tool handles the messy details of networking, storage, and firmware setup automatically, letting you spin up new virtual machines or edit existing ones with just a few key presses. It also integrates cloud-init to generate the necessary configuration disks for fresh installs, saving you from manual command-line tweaking.
π° https://news.ycombinator.com/item?id=49425330
π @hackernewsgithubprojects
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π¦ fzakaria/selfdb
Your Program Is Just A Database Now
Selfdb is the executable format that turns your compiled program into a standard SQLite database file. Normally, a program is a complex binary blob that requires specialized tools to inspect or modify, but here, the code itself lives inside simple database rows. This means you can use regular SQL queries to see what libraries a program needs or even strip out debug information with a basic delete command, and the program still runs perfectly. By treating software as structured data, this project makes binary analysis feel as easy as querying a spreadsheet, proving that the most complicated parts of your computer can just be rows in a table.
π° https://news.ycombinator.com/item?id=49416878
π @hackernewsgithubprojects
Your Program Is Just A Database Now
Selfdb is the executable format that turns your compiled program into a standard SQLite database file. Normally, a program is a complex binary blob that requires specialized tools to inspect or modify, but here, the code itself lives inside simple database rows. This means you can use regular SQL queries to see what libraries a program needs or even strip out debug information with a basic delete command, and the program still runs perfectly. By treating software as structured data, this project makes binary analysis feel as easy as querying a spreadsheet, proving that the most complicated parts of your computer can just be rows in a table.
π° https://news.ycombinator.com/item?id=49416878
π @hackernewsgithubprojects
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π¦ tonbistudio/hermes-desktop-plugins
Play SNES Inside Your AI App? Hermes Desktop Plugins
Hermes Desktop Plugins is the open-source toolkit that lets you drop custom tools directly into your AI workspace without touching the main app. Itβs like adding new tabs to your browser, but for an AI agent. The coolest part is the SNES emulator plugin. You just point it at a local ROM file on your computer, and suddenly you have a fully working Super Nintendo console right inside a sidebar pane of your AI assistant. Your game session stays alive in the background even if you switch to writing code or checking emails. Itβs not just about gaming, though.
π @hackernewsgithubprojects
Play SNES Inside Your AI App? Hermes Desktop Plugins
Hermes Desktop Plugins is the open-source toolkit that lets you drop custom tools directly into your AI workspace without touching the main app. Itβs like adding new tabs to your browser, but for an AI agent. The coolest part is the SNES emulator plugin. You just point it at a local ROM file on your computer, and suddenly you have a fully working Super Nintendo console right inside a sidebar pane of your AI assistant. Your game session stays alive in the background even if you switch to writing code or checking emails. Itβs not just about gaming, though.
π @hackernewsgithubprojects
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π¦ shdwmtr/wallpiper
Wallpiper: Linux Wallpapers, Finally Native
Wallpiper is the lightweight tool that finally brings real Wallpaper Engine animations to Linux without the bloat. Instead of cloning the whole app, it acts as a tiny bridge that lets the original Windows version run smoothly under Proton. It then pipes the visual output directly into your desktop, supporting major systems like Hyprland, Sway, and GNOME. The coolest part is how efficient it is. The entire core weighs in at just one hundred kilobytes, proving that you don't need a massive re-implementation to get a working solution. You get native performance and full multi-monitor support.
π° https://news.ycombinator.com/item?id=49412578
π @hackernewsgithubprojects
Wallpiper: Linux Wallpapers, Finally Native
Wallpiper is the lightweight tool that finally brings real Wallpaper Engine animations to Linux without the bloat. Instead of cloning the whole app, it acts as a tiny bridge that lets the original Windows version run smoothly under Proton. It then pipes the visual output directly into your desktop, supporting major systems like Hyprland, Sway, and GNOME. The coolest part is how efficient it is. The entire core weighs in at just one hundred kilobytes, proving that you don't need a massive re-implementation to get a working solution. You get native performance and full multi-monitor support.
π° https://news.ycombinator.com/item?id=49412578
π @hackernewsgithubprojects