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π¦ markfulton/ai-employees
AI Employees: Your Open Source Digital Staff
AI Employees is a set of plain text files that turn your existing AI agent into a full-time business worker on your own computer. This is the wild part: it does not just chat with you; it actually drives your web browser to fill out forms, draft emails, and manage your website, exactly like a human would. The most surprising feature is that these digital staff get smarter at your specific business every single time they run. If a webpage changes, the AI updates its own instructions so it keeps working without breaking. You do not need to hire a new tool or learn a new language.
π° https://news.ycombinator.com/item?id=49785402
π @hackernewsgithubprojects
AI Employees: Your Open Source Digital Staff
AI Employees is a set of plain text files that turn your existing AI agent into a full-time business worker on your own computer. This is the wild part: it does not just chat with you; it actually drives your web browser to fill out forms, draft emails, and manage your website, exactly like a human would. The most surprising feature is that these digital staff get smarter at your specific business every single time they run. If a webpage changes, the AI updates its own instructions so it keeps working without breaking. You do not need to hire a new tool or learn a new language.
π° https://news.ycombinator.com/item?id=49785402
π @hackernewsgithubprojects
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π¦ jakubantalik/thinking-orbs
Thinking Orbs: Stop Using Generic Spinners for Your AI
Stop using generic spinners when your AI is actually doing something specific. Thinking Orbs replaces that vague circle with nine distinct, hand-tuned animations that tell you exactly what your agent is doing. Is it searching? Solving? Weaving data? Each state has its own unique motion, rendered on a standard two-dimensional canvas so it runs smoothly everywhere without heavy graphics processing. It even automatically switches between light and dark modes to match your app, keeping the visual experience consistent. You get a clear, meaningful status indicator instead of a generic loading bar, which makes your interface feel much more responsive and thoughtful.
π @hackernewsgithubprojects
Thinking Orbs: Stop Using Generic Spinners for Your AI
Stop using generic spinners when your AI is actually doing something specific. Thinking Orbs replaces that vague circle with nine distinct, hand-tuned animations that tell you exactly what your agent is doing. Is it searching? Solving? Weaving data? Each state has its own unique motion, rendered on a standard two-dimensional canvas so it runs smoothly everywhere without heavy graphics processing. It even automatically switches between light and dark modes to match your app, keeping the visual experience consistent. You get a clear, meaningful status indicator instead of a generic loading bar, which makes your interface feel much more responsive and thoughtful.
π @hackernewsgithubprojects
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π¦ tnt-likely/panwatch
PanWatch: Your Personal AI Stock Analyst
Run a private stock market analyst on your own computer with PanWatch. It solves the problem of constantly checking prices by letting a team of specialized AI agents watch your portfolio for you. The most surprising part is the deep dive feature: when you click an icon, a simulated investment bank takes over. One agent studies the charts, another reads the news, and they literally argue about whether to buy or sell. After a few minutes of debate, a final manager makes the call and sends the reasoning directly to your phone.
π @hackernewsgithubprojects
PanWatch: Your Personal AI Stock Analyst
Run a private stock market analyst on your own computer with PanWatch. It solves the problem of constantly checking prices by letting a team of specialized AI agents watch your portfolio for you. The most surprising part is the deep dive feature: when you click an icon, a simulated investment bank takes over. One agent studies the charts, another reads the news, and they literally argue about whether to buy or sell. After a few minutes of debate, a final manager makes the call and sends the reasoning directly to your phone.
π @hackernewsgithubprojects
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π¦ estebanstifli/localtext2voice
Turn Books into AI Films with LocalText2Voice
LocalText2Voice is a free desktop app that takes a raw script and turns it into a finished, narrated video, all on your own computer. It solves the problem of expensive, cloud-only tools by letting you run powerful voice models locally, so your data never leaves your machine. The coolest part is the Video Storyboard feature: it doesn't just read the text, it actually analyzes the script to find characters and locations, then generates matching visuals and assembles them into a real movie. Itβs like having a private film studio in your pocket, where you control every frame and every word.
π @hackernewsgithubprojects
Turn Books into AI Films with LocalText2Voice
LocalText2Voice is a free desktop app that takes a raw script and turns it into a finished, narrated video, all on your own computer. It solves the problem of expensive, cloud-only tools by letting you run powerful voice models locally, so your data never leaves your machine. The coolest part is the Video Storyboard feature: it doesn't just read the text, it actually analyzes the script to find characters and locations, then generates matching visuals and assembles them into a real movie. Itβs like having a private film studio in your pocket, where you control every frame and every word.
π @hackernewsgithubprojects
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π¦ aminmgmt/backpack
Backpack: The Tunnel That Hides in Plain Sight
Backpack connects your server to the outside world, but it does something clever: it can disguise itself as a normal website. If a scanner or a network filter looks at it, they just see a standard Nginx page, completely unaware there is a high-speed tunnel underneath. It is like hiding a secret radio channel inside a standard TV broadcast. Written in Go for performance, it uses encryption to make the data look like random noise or standard web traffic, so it slips past strict internet filters that usually block these connections.
π @hackernewsgithubprojects
Backpack: The Tunnel That Hides in Plain Sight
Backpack connects your server to the outside world, but it does something clever: it can disguise itself as a normal website. If a scanner or a network filter looks at it, they just see a standard Nginx page, completely unaware there is a high-speed tunnel underneath. It is like hiding a secret radio channel inside a standard TV broadcast. Written in Go for performance, it uses encryption to make the data look like random noise or standard web traffic, so it slips past strict internet filters that usually block these connections.
π @hackernewsgithubprojects
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π¦ kydlikebtc/awesome-grokbot
Awesome Grokbot: 730 Verified AI Automations
The entire ecosystem of shared Grok Bot automations is now consolidated into one verified catalog called Awesome Grokbot. Instead of digging through scattered social media posts, you get seven hundred and thirty live bots that are automatically checked daily to confirm they still work. Each entry includes a clear summary in both English and Chinese, so anyone can understand exactly what each tool does. It solves the problem of broken links by immediately flagging dead bots and moving them to a separate archive. You get a clean, searchable list of real automation ideas without the noise. Stop guessing which bots are still active and start building with confidence.
π @hackernewsgithubprojects
Awesome Grokbot: 730 Verified AI Automations
The entire ecosystem of shared Grok Bot automations is now consolidated into one verified catalog called Awesome Grokbot. Instead of digging through scattered social media posts, you get seven hundred and thirty live bots that are automatically checked daily to confirm they still work. Each entry includes a clear summary in both English and Chinese, so anyone can understand exactly what each tool does. It solves the problem of broken links by immediately flagging dead bots and moving them to a separate archive. You get a clean, searchable list of real automation ideas without the noise. Stop guessing which bots are still active and start building with confidence.
π @hackernewsgithubprojects
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π¦ withlang-dev/open-jai
OpenJai: The Self-Hosting Language Compiler
This project is building a compiler that eventually writes its own source code in the language it compiles. OpenJai is a new systems language designed for speed and developer control, but right now it is just a bootstrap tool written in Zig. It takes your code, breaks it down into steps, and hands it to LLVM to turn into a runnable program. The crazy part? The team is writing the actual compiler logic in the new language itself, right next to the old one. It is a race to see if the new compiler can build itself without help. If it works, you get a fully independent toolchain from scratch.
π° https://news.ycombinator.com/item?id=48116458
π @hackernewsgithubprojects
OpenJai: The Self-Hosting Language Compiler
This project is building a compiler that eventually writes its own source code in the language it compiles. OpenJai is a new systems language designed for speed and developer control, but right now it is just a bootstrap tool written in Zig. It takes your code, breaks it down into steps, and hands it to LLVM to turn into a runnable program. The crazy part? The team is writing the actual compiler logic in the new language itself, right next to the old one. It is a race to see if the new compiler can build itself without help. If it works, you get a fully independent toolchain from scratch.
π° https://news.ycombinator.com/item?id=48116458
π @hackernewsgithubprojects
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π¦ cseti007/comfyui-crossviewwarp
CrossView Warp: The 3D Camera Orbit for AI Video
Take a standard video and physically move the camera around the subject without re-shooting. CrossView Warp is a ComfyUI node that acts as a visual depth-warp engine, letting you drag a marker on a 3D sphere to choose a new angle. It reprojects your clip into that new view, filling in the gaps where the original lens never looked. The coolest part is the live preview: you orbit the scene in real time, seeing exactly what the AI will generate before you even start. It turns a flat recording into a dynamic, multi-angle shot, solving the stiff, locked-camera problem that plagues current AI video tools.
π @hackernewsgithubprojects
CrossView Warp: The 3D Camera Orbit for AI Video
Take a standard video and physically move the camera around the subject without re-shooting. CrossView Warp is a ComfyUI node that acts as a visual depth-warp engine, letting you drag a marker on a 3D sphere to choose a new angle. It reprojects your clip into that new view, filling in the gaps where the original lens never looked. The coolest part is the live preview: you orbit the scene in real time, seeing exactly what the AI will generate before you even start. It turns a flat recording into a dynamic, multi-angle shot, solving the stiff, locked-camera problem that plagues current AI video tools.
π @hackernewsgithubprojects
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π¦ kingmaniya/comfyui-llm-text-processor
LLM Text Processor for ComfyUI
Feed images straight into local language models inside ComfyUI without leaving your node graph. This plugin, called the LLM Text Processor, lets you drop in GGUF models like Qwen or Gemma to automatically write prompts, translate text, or generate image captions. The real kicker is that it handles multimodal tasks right on your own hardware. You can plug in a batch of photos and let the AI look at them, all while running completely offline. It even separates the modelβs internal reasoning from its final answer, so you see exactly how it thought. If you are building automated image workflows, this gives you a powerful, private brain for every step.
π @hackernewsgithubprojects
LLM Text Processor for ComfyUI
Feed images straight into local language models inside ComfyUI without leaving your node graph. This plugin, called the LLM Text Processor, lets you drop in GGUF models like Qwen or Gemma to automatically write prompts, translate text, or generate image captions. The real kicker is that it handles multimodal tasks right on your own hardware. You can plug in a batch of photos and let the AI look at them, all while running completely offline. It even separates the modelβs internal reasoning from its final answer, so you see exactly how it thought. If you are building automated image workflows, this gives you a powerful, private brain for every step.
π @hackernewsgithubprojects
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π¦ yifanzhang-pro/klpo
KLPO: The No-Frills AI Trainer
KLPO is the reinforcement learning method that cuts the noise out of AI training. Most algorithms need a whole group of answers to figure out what is right, but this one gets by with just a single attempt. It solves a real problem where you need to teach an AI to handle tasks, but you do not want to waste time calculating the value of every step. It works by using simple math to estimate the score without needing a separate judge model. This is fascinating because it makes complex training much more direct and easier to run on your own computer.
π @hackernewsgithubprojects
KLPO: The No-Frills AI Trainer
KLPO is the reinforcement learning method that cuts the noise out of AI training. Most algorithms need a whole group of answers to figure out what is right, but this one gets by with just a single attempt. It solves a real problem where you need to teach an AI to handle tasks, but you do not want to waste time calculating the value of every step. It works by using simple math to estimate the score without needing a separate judge model. This is fascinating because it makes complex training much more direct and easier to run on your own computer.
π @hackernewsgithubprojects
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π¦ pacesalab/bindcraft2
BC2: The Tool That Designs Proteins From Scratch
BC2 designs entire protein binders from scratch, creating new molecules that lock onto specific biological targets without needing a pre-existing template. It solves the problem of finding the right molecular key for a lock by generating and testing thousands of candidate designs in one go. You simply describe your target and pick a binder style, like a small antibody or a cyclic peptide, and it handles the complex math of folding and binding. This is useful because it turns a months-long trial-and-error process into a structured workflow that spits out ranked, testable sequences. Instead of guessing what works, you get a list of predicted complexes ready for the lab.
π @hackernewsgithubprojects
BC2: The Tool That Designs Proteins From Scratch
BC2 designs entire protein binders from scratch, creating new molecules that lock onto specific biological targets without needing a pre-existing template. It solves the problem of finding the right molecular key for a lock by generating and testing thousands of candidate designs in one go. You simply describe your target and pick a binder style, like a small antibody or a cyclic peptide, and it handles the complex math of folding and binding. This is useful because it turns a months-long trial-and-error process into a structured workflow that spits out ranked, testable sequences. Instead of guessing what works, you get a list of predicted complexes ready for the lab.
π @hackernewsgithubprojects
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π¦ saganaki22/comfyui-hyperflow
Generate Video and Sound in Eight Steps
A single plugin lets you generate video and synchronized audio using only eight distinct steps, a massive speedup for standard video models. This tool, called ComfyUI Hyperflow, adapts a specific training method to work directly inside the ComfyUI environment without modifying its core files. It achieves this by adding a unique timing condition that guides how the model integrates data at every single stage. This approach preserves the distinct relationship between time and the generation process, ensuring the output matches the original high-quality results. The result is a faster, integrated workflow for creators who want to produce both moving pictures and matching sound without needing complex external setups.
π @hackernewsgithubprojects
Generate Video and Sound in Eight Steps
A single plugin lets you generate video and synchronized audio using only eight distinct steps, a massive speedup for standard video models. This tool, called ComfyUI Hyperflow, adapts a specific training method to work directly inside the ComfyUI environment without modifying its core files. It achieves this by adding a unique timing condition that guides how the model integrates data at every single stage. This approach preserves the distinct relationship between time and the generation process, ensuring the output matches the original high-quality results. The result is a faster, integrated workflow for creators who want to produce both moving pictures and matching sound without needing complex external setups.
π @hackernewsgithubprojects
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π¦ ghuntley/preflight
Preflight: Stop Leaking Secrets to AI
Preflight is the security guard that stops your API keys from accidentally leaking to AI models. It sits quietly between your applications and the cloud, scanning every request and attached file for sensitive data like passwords before the model ever sees them. If it finds a secret, it blocks the transmission or redacts the sensitive text on the spot. This simple check prevents catastrophic data breaches caused by copy-pasting code or uploading documents that contain hidden credentials, making it an essential safety net for anyone building with large language models.
π° https://news.ycombinator.com/item?id=49776416
π @hackernewsgithubprojects
Preflight: Stop Leaking Secrets to AI
Preflight is the security guard that stops your API keys from accidentally leaking to AI models. It sits quietly between your applications and the cloud, scanning every request and attached file for sensitive data like passwords before the model ever sees them. If it finds a secret, it blocks the transmission or redacts the sensitive text on the spot. This simple check prevents catastrophic data breaches caused by copy-pasting code or uploading documents that contain hidden credentials, making it an essential safety net for anyone building with large language models.
π° https://news.ycombinator.com/item?id=49776416
π @hackernewsgithubprojects
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π¦ teorth/optimizationproblems
Optimization Problems: Tracking the World's Hardest Math Numbers
Optimization Problems is the collaborative math tracker that finally pinpoints the exact edges of our knowledge in pure mathematics. The repository catalogues best-known upper and lower bounds for dozens of notoriously difficult constants, turning scattered academic papers into a single, living ledger. This is useful because it lets researchers and curious minds see precisely where the frontier lies, from the moving sofa constant to the matrix multiplication exponent, and it openly invites the crowd to submit improvements. When a new proof tightens a boundary, it updates the record, creating a transparent map of progress.
π @hackernewsgithubprojects
Optimization Problems: Tracking the World's Hardest Math Numbers
Optimization Problems is the collaborative math tracker that finally pinpoints the exact edges of our knowledge in pure mathematics. The repository catalogues best-known upper and lower bounds for dozens of notoriously difficult constants, turning scattered academic papers into a single, living ledger. This is useful because it lets researchers and curious minds see precisely where the frontier lies, from the moving sofa constant to the matrix multiplication exponent, and it openly invites the crowd to submit improvements. When a new proof tightens a boundary, it updates the record, creating a transparent map of progress.
π @hackernewsgithubprojects
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π¦ acatovic/ai-game-studio
Wombo: Create Game Characters with Text
Turn plain text into playable game characters with Wombo, a local web tool that handles the heavy lifting of asset creation. Instead of drawing every frame by hand, you describe a hero in words, and the software generates a consistent character from multiple angles. It then animates that character using AI video models, automatically extracting clean, transparent frames to build a professional spritesheet ready for your game engine. This eliminates the tedious, repetitive work of manual pixel art, letting developers focus on game logic rather than tedious asset production. If you are building a two-dimensional game, this tool transforms a simple text prompt into finished, usable animation assets in minutes.
π° https://news.ycombinator.com/item?id=48260339
π @hackernewsgithubprojects
Wombo: Create Game Characters with Text
Turn plain text into playable game characters with Wombo, a local web tool that handles the heavy lifting of asset creation. Instead of drawing every frame by hand, you describe a hero in words, and the software generates a consistent character from multiple angles. It then animates that character using AI video models, automatically extracting clean, transparent frames to build a professional spritesheet ready for your game engine. This eliminates the tedious, repetitive work of manual pixel art, letting developers focus on game logic rather than tedious asset production. If you are building a two-dimensional game, this tool transforms a simple text prompt into finished, usable animation assets in minutes.
π° https://news.ycombinator.com/item?id=48260339
π @hackernewsgithubprojects
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π¦ ethanplusai/harvey
Harvey: The AI Sales Agent That Uses Your Subscription
Harvey runs an autonomous sales pipeline that finds local businesses, writes personalized cold emails, and handles every reply to book meetings for you. The cool part? It skips expensive API bills entirely by running on your existing Claude subscription, so you get full AI power without the per-token cost. It scans websites for specific gaps to make emails feel personal, not spammy. Plus, it acts as a copilot, waiting for your approval before sending anything. It is a clever way to automate your outreach while keeping total control. Check out the repo to see how it works.
π @hackernewsgithubprojects
Harvey: The AI Sales Agent That Uses Your Subscription
Harvey runs an autonomous sales pipeline that finds local businesses, writes personalized cold emails, and handles every reply to book meetings for you. The cool part? It skips expensive API bills entirely by running on your existing Claude subscription, so you get full AI power without the per-token cost. It scans websites for specific gaps to make emails feel personal, not spammy. Plus, it acts as a copilot, waiting for your approval before sending anything. It is a clever way to automate your outreach while keeping total control. Check out the repo to see how it works.
π @hackernewsgithubprojects
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π¦ mizorewww/laya-coreml
Laya Core ML: 5 Millisecond AI Decisions on Apple Silicon
Run a real AI agent locally on your Mac that answers questions in about five milliseconds without generating any text. This project ports open-weight models to Appleβs Neural Engine, cutting energy use by nearly three times compared to standard setups. The coolest part is a live Snake game in your terminal where the AI plays itself, showing its decision probabilities in real time. You get reproducible speed benchmarks and a fully offline experience, proving that tiny, fast models can actually do useful work right on your chip. No cloud, no lag, just lightning-fast local intelligence.
π @hackernewsgithubprojects
Laya Core ML: 5 Millisecond AI Decisions on Apple Silicon
Run a real AI agent locally on your Mac that answers questions in about five milliseconds without generating any text. This project ports open-weight models to Appleβs Neural Engine, cutting energy use by nearly three times compared to standard setups. The coolest part is a live Snake game in your terminal where the AI plays itself, showing its decision probabilities in real time. You get reproducible speed benchmarks and a fully offline experience, proving that tiny, fast models can actually do useful work right on your chip. No cloud, no lag, just lightning-fast local intelligence.
π @hackernewsgithubprojects
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π¦ chanon/comfyui-obvpm
The Tidy Workflow Hack
ComfyUI Obsidian is the node pack that finally tames your spaghetti workflow by bundling ten wires into one. If you have ever stared at a knot of cables trying to figure out which value goes where, you know the pain. This tool lets you pack settings into a single wire, then unpack them exactly where you need them, keeping your canvas clean and logical. It is the difference between a messy mess and a system you can actually read. Your graph will be so much cleaner you might never go back.
π @hackernewsgithubprojects
The Tidy Workflow Hack
ComfyUI Obsidian is the node pack that finally tames your spaghetti workflow by bundling ten wires into one. If you have ever stared at a knot of cables trying to figure out which value goes where, you know the pain. This tool lets you pack settings into a single wire, then unpack them exactly where you need them, keeping your canvas clean and logical. It is the difference between a messy mess and a system you can actually read. Your graph will be so much cleaner you might never go back.
π @hackernewsgithubprojects
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π¦ whitecircle/halo
Halo: The LLM Training Framework
Halo is the open-source framework that makes frontier AI training accessible to everyone. Built by White Circle, it lets you train massive language and multimodal models directly on standard Hugging Face checkpoints without rewriting your entire pipeline. The coolest part? It squeezes up to 2.8 times more training speed out of your hardware than the standard tools, while keeping your models fully compatible with existing ecosystems. If you want to fine-tune or build next-generation AI without getting tangled in complex infrastructure, this is your ticket. Grab the code and start pushing boundaries today.
π @hackernewsgithubprojects
Halo: The LLM Training Framework
Halo is the open-source framework that makes frontier AI training accessible to everyone. Built by White Circle, it lets you train massive language and multimodal models directly on standard Hugging Face checkpoints without rewriting your entire pipeline. The coolest part? It squeezes up to 2.8 times more training speed out of your hardware than the standard tools, while keeping your models fully compatible with existing ecosystems. If you want to fine-tune or build next-generation AI without getting tangled in complex infrastructure, this is your ticket. Grab the code and start pushing boundaries today.
π @hackernewsgithubprojects
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π¦ patrickmgarrity/anthropic-credited-cves
The Anthropic Cve Tracker
Keep a close eye on the Anthropic Cve Tracker, a living list that documents every security flaw publicly credited to Anthropic and its Project Glasswing research team. It isn't just a random collection; it is a massive, organized table that maps out the real-world impact of this specific AI-driven vulnerability hunt. The repository currently tracks two hundred and twenty-five distinct issues, ranging from minor bugs to critical exploits found in the wild. It highlights exactly which software components are being cracked open and who is responsible for the fixes.
π @hackernewsgithubprojects
The Anthropic Cve Tracker
Keep a close eye on the Anthropic Cve Tracker, a living list that documents every security flaw publicly credited to Anthropic and its Project Glasswing research team. It isn't just a random collection; it is a massive, organized table that maps out the real-world impact of this specific AI-driven vulnerability hunt. The repository currently tracks two hundred and twenty-five distinct issues, ranging from minor bugs to critical exploits found in the wild. It highlights exactly which software components are being cracked open and who is responsible for the fixes.
π @hackernewsgithubprojects