This media is not supported in your browser
VIEW IN TELEGRAM
📦 ahs12/thoth-blueprint
Thoth Blueprint
Design and map out your entire database structure visually with an interactive drag-and-drop board. Rather than writing dry, tedious database code by hand, thoth-blueprint lets you build tables, connect relationships, and organize your layout into color-coded zones directly on your screen. It handles the boring parts for you by instantly generating ready-to-go migration code for major frameworks like Django, Laravel, and TypeORM. Your data stays entirely private and stored on your local machine, and you can even save quick snapshots to safely experiment with your design and roll back changes whenever you want.
🆔 @hackernewsgithubprojects
Thoth Blueprint
Design and map out your entire database structure visually with an interactive drag-and-drop board. Rather than writing dry, tedious database code by hand, thoth-blueprint lets you build tables, connect relationships, and organize your layout into color-coded zones directly on your screen. It handles the boring parts for you by instantly generating ready-to-go migration code for major frameworks like Django, Laravel, and TypeORM. Your data stays entirely private and stored on your local machine, and you can even save quick snapshots to safely experiment with your design and roll back changes whenever you want.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 vanyapr/makaroshki
Makaroshki
Chat with your friends through Git commits using a messaging system that requires absolutely no backend, no databases, and no user registration. Makaroshki is built entirely inside a single HTML file that you can simply download and double-click to run. Instead of relying on servers, it writes your messages as structured JSON files directly inside a Git repository of your choice. It utilizes standard Git APIs as its database, transport layer, and message history, proving you do not need complex infrastructure to send a simple note. It is a wonderfully simple, serverless way to send messages using the version control tools you already use every day.
📰 https://news.ycombinator.com/item?id=48486944
🆔 @hackernewsgithubprojects
Makaroshki
Chat with your friends through Git commits using a messaging system that requires absolutely no backend, no databases, and no user registration. Makaroshki is built entirely inside a single HTML file that you can simply download and double-click to run. Instead of relying on servers, it writes your messages as structured JSON files directly inside a Git repository of your choice. It utilizes standard Git APIs as its database, transport layer, and message history, proving you do not need complex infrastructure to send a simple note. It is a wonderfully simple, serverless way to send messages using the version control tools you already use every day.
📰 https://news.ycombinator.com/item?id=48486944
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 byjoey/cfnew-deployer
cfnew-deployer
You can now spin up fully configured Cloudflare Pages projects with random UUIDs and KV storage in just one click. The cfnew-deployer project gives you a simple visual dashboard that completely automates your setup. Instead of clicking through endless cloud settings, you just put in your API key to instantly build out a secure deployment with randomized project names and optional custom subdomains. It even takes security seriously by keeping your credentials entirely in the browser instead of saving them to local storage. It is the perfect helper for anyone who wants to launch fast web projects without the configuration headache.
🆔 @hackernewsgithubprojects
cfnew-deployer
You can now spin up fully configured Cloudflare Pages projects with random UUIDs and KV storage in just one click. The cfnew-deployer project gives you a simple visual dashboard that completely automates your setup. Instead of clicking through endless cloud settings, you just put in your API key to instantly build out a secure deployment with randomized project names and optional custom subdomains. It even takes security seriously by keeping your credentials entirely in the browser instead of saving them to local storage. It is the perfect helper for anyone who wants to launch fast web projects without the configuration headache.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 bryanlunduke/lcos
The Lunduke Computer Operating System
There is a custom operating system governed entirely as an absolute monarchy. It is called lcos, a highly opinionated computer setup built on top of a systemd-free Debian fork. The creator, acting as the self-appointed king, designed this desktop to run modern software while keeping a classic nineties look and feel. The big idea here is a complete rejection of tech-industry trends, meaning zero artificial intelligence, no mandatory online accounts, and absolutely no corporate politics. If you want a quirky, retro-styled system built purely on one person's rigid ideals, this custom Linux distribution is a fascinating reminder of how personal computing used to be.
📰 https://news.ycombinator.com/item?id=48881385
🆔 @hackernewsgithubprojects
The Lunduke Computer Operating System
There is a custom operating system governed entirely as an absolute monarchy. It is called lcos, a highly opinionated computer setup built on top of a systemd-free Debian fork. The creator, acting as the self-appointed king, designed this desktop to run modern software while keeping a classic nineties look and feel. The big idea here is a complete rejection of tech-industry trends, meaning zero artificial intelligence, no mandatory online accounts, and absolutely no corporate politics. If you want a quirky, retro-styled system built purely on one person's rigid ideals, this custom Linux distribution is a fascinating reminder of how personal computing used to be.
📰 https://news.ycombinator.com/item?id=48881385
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 rmbell09-lang/tradesight
TradeSight AI Strategy Lab
TradeSight lets you run automated AI trading strategy tournaments overnight on your own computer without paying for any cloud subscriptions or risking real money. This self-hosted Python application acts as your personal quantitative research lab, letting you backtest over fifteen technical indicators, scan prediction markets, and execute paper trades locally. Instead of relying on guesswork, it runs competitive overnight simulations to find the best-performing strategies, automatically retiring the losers before you wake up. It solves the massive privacy and cost issues of traditional platforms by keeping your proprietary code and trading data strictly offline, giving you a secure, free environment to refine your algorithmic ideas.
🆔 @hackernewsgithubprojects
TradeSight AI Strategy Lab
TradeSight lets you run automated AI trading strategy tournaments overnight on your own computer without paying for any cloud subscriptions or risking real money. This self-hosted Python application acts as your personal quantitative research lab, letting you backtest over fifteen technical indicators, scan prediction markets, and execute paper trades locally. Instead of relying on guesswork, it runs competitive overnight simulations to find the best-performing strategies, automatically retiring the losers before you wake up. It solves the massive privacy and cost issues of traditional platforms by keeping your proprietary code and trading data strictly offline, giving you a secure, free environment to refine your algorithmic ideas.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 leadrogue/wiflux
Wiflux
Audit the security of your wireless networks with a smart terminal interface that orchestrates the entire attack workflow for you. Wiflux is a modern Wi-Fi security auditor designed for Linux that takes the manual guesswork out of penetration testing. Instead of juggling a dozen command-line utilities, this tool automatically guides you through a logical progression from scanning to cracking, featuring a live, interactive UI. Its most impressive trick is the smart crack ladder, which generates custom password candidates based on the target network's name and hardware vendor before automatically moving on to larger dictionaries and hashcat rules. It is a fantastic, streamlined way for curious developers and defenders to analyze...
🆔 @hackernewsgithubprojects
Wiflux
Audit the security of your wireless networks with a smart terminal interface that orchestrates the entire attack workflow for you. Wiflux is a modern Wi-Fi security auditor designed for Linux that takes the manual guesswork out of penetration testing. Instead of juggling a dozen command-line utilities, this tool automatically guides you through a logical progression from scanning to cracking, featuring a live, interactive UI. Its most impressive trick is the smart crack ladder, which generates custom password candidates based on the target network's name and hardware vendor before automatically moving on to larger dictionaries and hashcat rules. It is a fantastic, streamlined way for curious developers and defenders to analyze...
🆔 @hackernewsgithubprojects
Media is too big
VIEW IN TELEGRAM
📦 nvidia-nemo/automodel
NeMo AutoModel
Fine-tune and pretrain massive language and vision models across multiple GPUs with absolute ease. This project provides PyTorch-native distributed training that gives you out-of-the-box support for your favorite Hugging Face models. Instead of fighting with complex multi-node setups or spending days writing custom parallelization code, you can use ready-to-go recipes for the latest architectures like DeepSeek, Gemma, and Qwen. It handles the heavy lifting of splitting up these giant neural networks so they train incredibly fast without crashing your hardware. Check it out to scale up your AI training from a single workstation to a massive cluster in no time.
🆔 @hackernewsgithubprojects
NeMo AutoModel
Fine-tune and pretrain massive language and vision models across multiple GPUs with absolute ease. This project provides PyTorch-native distributed training that gives you out-of-the-box support for your favorite Hugging Face models. Instead of fighting with complex multi-node setups or spending days writing custom parallelization code, you can use ready-to-go recipes for the latest architectures like DeepSeek, Gemma, and Qwen. It handles the heavy lifting of splitting up these giant neural networks so they train incredibly fast without crashing your hardware. Check it out to scale up your AI training from a single workstation to a massive cluster in no time.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 chatcut-inc/agent-plugin
ChatCut Agent Plugin
The ChatCut agent-plugin lets you edit entire video projects using artificial intelligence by connecting a helper agent directly to your timeline. Instead of clicking around a timeline to manually import media, trim clips, add captions, or generate voices, this clever tool translates your plain-text instructions into precise timeline edits. It even includes bundled media processors that handle high-performance video transcoding locally before uploading the assets to your cloud editor. It is like having a professional video editor living inside your chat window, ready to turn your rough ideas into finished, multi-track videos with a single prompt.
🆔 @hackernewsgithubprojects
ChatCut Agent Plugin
The ChatCut agent-plugin lets you edit entire video projects using artificial intelligence by connecting a helper agent directly to your timeline. Instead of clicking around a timeline to manually import media, trim clips, add captions, or generate voices, this clever tool translates your plain-text instructions into precise timeline edits. It even includes bundled media processors that handle high-performance video transcoding locally before uploading the assets to your cloud editor. It is like having a professional video editor living inside your chat window, ready to turn your rough ideas into finished, multi-track videos with a single prompt.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 anubhav9/yellow-olive
Yellow Olive
Master the complexities of Kubernetes by playing a retro terminal adventure inspired by Pokemon Yellow. Instead of reading dry documentation, you spin up a local minikube cluster and capture and configure resources that are reimagined as quirky pocket monsters. For instance, containers are called Posemons, pods are Pokepods, and deployments are represented as harbor rosters. You will navigate a terminal map, interact with amusing mentors, and solve real, hands-on infrastructure challenges using actual command-line tools. It is a brilliant way to build muscle memory and turn stressful cluster configuration into an addictive, nostalgic gameboy-style quest.
🆔 @hackernewsgithubprojects
Yellow Olive
Master the complexities of Kubernetes by playing a retro terminal adventure inspired by Pokemon Yellow. Instead of reading dry documentation, you spin up a local minikube cluster and capture and configure resources that are reimagined as quirky pocket monsters. For instance, containers are called Posemons, pods are Pokepods, and deployments are represented as harbor rosters. You will navigate a terminal map, interact with amusing mentors, and solve real, hands-on infrastructure challenges using actual command-line tools. It is a brilliant way to build muscle memory and turn stressful cluster configuration into an addictive, nostalgic gameboy-style quest.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 hasenj/go-shirei
go-shirei
go-shirei is the cross-platform GUI framework that finally lets you build gorgeous desktop apps in pure Go without touching HTML or Javascript. It brings a true React-like immediate-mode API to desktop development, meaning you just describe what your interface should look like based on your data, and the framework handles the rest. Since it ships with its own custom platform backends, your application looks absolutely identical on macOS, Windows, and Linux. Even better, it renders everything in software, resulting in lightweight ten-megabyte binaries that consume virtually zero CPU when idle. It is the perfect weekend-project companion for building quick, native desktop tools.
📰 https://news.ycombinator.com/item?id=48882562
🆔 @hackernewsgithubprojects
go-shirei
go-shirei is the cross-platform GUI framework that finally lets you build gorgeous desktop apps in pure Go without touching HTML or Javascript. It brings a true React-like immediate-mode API to desktop development, meaning you just describe what your interface should look like based on your data, and the framework handles the rest. Since it ships with its own custom platform backends, your application looks absolutely identical on macOS, Windows, and Linux. Even better, it renders everything in software, resulting in lightweight ten-megabyte binaries that consume virtually zero CPU when idle. It is the perfect weekend-project companion for building quick, native desktop tools.
📰 https://news.ycombinator.com/item?id=48882562
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 suvitruf/box3d-unity
Box3d for Unity
You can now run physics simulations up to three times faster than Unity's default engine using box3d-unity. This clever package brings Erin Catto's highly anticipated three-dimensional physics engine directly into Unity with a friendly C# layer that avoids messy pointers and annoying memory allocations. What makes it incredibly cool is the built-in replay tool. It lets you record a simulation and replay it frame-by-frame with guaranteed, identical results down to the last bit, even across different thread counts. It is a massive win for debugging physics glitches or building multiplayer rollback netcode.
🆔 @hackernewsgithubprojects
Box3d for Unity
You can now run physics simulations up to three times faster than Unity's default engine using box3d-unity. This clever package brings Erin Catto's highly anticipated three-dimensional physics engine directly into Unity with a friendly C# layer that avoids messy pointers and annoying memory allocations. What makes it incredibly cool is the built-in replay tool. It lets you record a simulation and replay it frame-by-frame with guaranteed, identical results down to the last bit, even across different thread counts. It is a massive win for debugging physics glitches or building multiplayer rollback netcode.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 vpalos/krbn
Krbn
Turn three-dimensional geometry into beautiful, hand-drawn vector art that looks like a human sketched it. This project is a TypeScript engine that rejects photorealism to capture the soul of a pencil drawing, converting technical and abstract scenes directly into clean SVG files. Instead of rendering pixels, it calculates exact mathematical silhouettes, handles transparency through cross-hatching, and intelligently ghosts hidden lines to maintain depth. Best of all, it features a clever, deterministic wobble effect that stays perfectly anchored between frames, meaning you can animate camera movements without the lines shimmering or boiling. It is the ultimate tool for turning math into art.
📰 https://news.ycombinator.com/item?id=48869159
🆔 @hackernewsgithubprojects
Krbn
Turn three-dimensional geometry into beautiful, hand-drawn vector art that looks like a human sketched it. This project is a TypeScript engine that rejects photorealism to capture the soul of a pencil drawing, converting technical and abstract scenes directly into clean SVG files. Instead of rendering pixels, it calculates exact mathematical silhouettes, handles transparency through cross-hatching, and intelligently ghosts hidden lines to maintain depth. Best of all, it features a clever, deterministic wobble effect that stays perfectly anchored between frames, meaning you can animate camera movements without the lines shimmering or boiling. It is the ultimate tool for turning math into art.
📰 https://news.ycombinator.com/item?id=48869159
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 ucsb-ai/gea
GEA
GEA is the evolutionary playground that helps groups of AI coding agents share their lived experiences to master complex tasks together. Instead of training one isolated assistant, this project allows a whole team of virtual developers to pool their knowledge, learn from each other's coding mistakes, and continuously upgrade their collective skills over time. By testing these agents on real-world software issues, the framework proves that AI can self-improve much faster when working as a community rather than struggling in isolation. It is an exciting glimpse into how cooperative networks will shape the future of software development.
🆔 @hackernewsgithubprojects
GEA
GEA is the evolutionary playground that helps groups of AI coding agents share their lived experiences to master complex tasks together. Instead of training one isolated assistant, this project allows a whole team of virtual developers to pool their knowledge, learn from each other's coding mistakes, and continuously upgrade their collective skills over time. By testing these agents on real-world software issues, the framework proves that AI can self-improve much faster when working as a community rather than struggling in isolation. It is an exciting glimpse into how cooperative networks will shape the future of software development.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 ondreu/hearth
Hearth
Turn your Obsidian vault into a beautiful, personalized home screen that welcomes you every time you open your notes. Instead of starting with a blank page, you can now arrange a custom grid of interactive cards to build your ultimate personal dashboard. You can embed editable notes, track tasks on a kanban board, view a mini calendar, and even use a built-in calculator that converts currency on the fly. With modular layouts, smooth drag-and-drop resizing, and a fast search bar that quickly filters your files, everything in your digital workspace is suddenly right at your fingertips. Install the plugin today and design a cozy front page for your thoughts.
🆔 @hackernewsgithubprojects
Hearth
Turn your Obsidian vault into a beautiful, personalized home screen that welcomes you every time you open your notes. Instead of starting with a blank page, you can now arrange a custom grid of interactive cards to build your ultimate personal dashboard. You can embed editable notes, track tasks on a kanban board, view a mini calendar, and even use a built-in calculator that converts currency on the fly. With modular layouts, smooth drag-and-drop resizing, and a fast search bar that quickly filters your files, everything in your digital workspace is suddenly right at your fingertips. Install the plugin today and design a cozy front page for your thoughts.
🆔 @hackernewsgithubprojects
Media is too big
VIEW IN TELEGRAM
📦 tonyd2wild/glm-5.2-quanttrio-200k-4x-dgx-spark
glm-5.2-quanttrio-200k-4x-dgx-spark
You can now serve the massive, unpruned GLM-5.2 model with all 256 experts intact at an incredible 200,000-token context window. This repository provides a complete, fully replicable recipe to run this high-fidelity setup across a four-node cluster of NVIDIA DGX Spark systems. By opting for a clever mixed precision checkpoint, the recipe fits the entire model into memory with actual room to breathe, completely avoiding the quality compromises of pruned models. It utilizes speculative decoding and optimized Triton kernels to achieve a blazing-fast speed of nearly thirty tokens per second. It is a massive win for anyone wanting top-tier open-source intelligence running locally at scale.
🆔 @hackernewsgithubprojects
glm-5.2-quanttrio-200k-4x-dgx-spark
You can now serve the massive, unpruned GLM-5.2 model with all 256 experts intact at an incredible 200,000-token context window. This repository provides a complete, fully replicable recipe to run this high-fidelity setup across a four-node cluster of NVIDIA DGX Spark systems. By opting for a clever mixed precision checkpoint, the recipe fits the entire model into memory with actual room to breathe, completely avoiding the quality compromises of pruned models. It utilizes speculative decoding and optimized Triton kernels to achieve a blazing-fast speed of nearly thirty tokens per second. It is a massive win for anyone wanting top-tier open-source intelligence running locally at scale.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 exxeta/exxperts
Exxperts AI
Control exactly what your AI remembers by running a local-first agentic runtime right on your computer. While typical AI tools silently build profiles or forget your conversations between sessions, this system keeps your persistent workspace rooms, knowledge bases, and files entirely on your own disk as plain files. The most exciting part is the approval-gated memory checkpoint system, meaning the AI must ask your permission before saving any new facts, decisions, or preferences about you. You can easily interact with your persistent rooms through a web dashboard or jump straight into your terminal with a command-line interface. It is the perfect way to get smart, personalized assistance without giving up...
📰 https://news.ycombinator.com/item?id=48884002
🆔 @hackernewsgithubprojects
Exxperts AI
Control exactly what your AI remembers by running a local-first agentic runtime right on your computer. While typical AI tools silently build profiles or forget your conversations between sessions, this system keeps your persistent workspace rooms, knowledge bases, and files entirely on your own disk as plain files. The most exciting part is the approval-gated memory checkpoint system, meaning the AI must ask your permission before saving any new facts, decisions, or preferences about you. You can easily interact with your persistent rooms through a web dashboard or jump straight into your terminal with a command-line interface. It is the perfect way to get smart, personalized assistance without giving up...
📰 https://news.ycombinator.com/item?id=48884002
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 rasbt/llm-architecture-gallery
LLM Architecture Gallery
Most major language models are actually built on slightly different blueprints, and you can compare them all in one visual dashboard. The llm-architecture-gallery is a public metadata hub that powers a live visual gallery tracking the exact architectural differences between famous AI models. Instead of digging through endless research papers to find hidden technical details, this project catalogs the precise knobs, layers, and settings that make each model unique. It is a fantastic way to see how AI design is evolving without drowning in academic jargon. Check out the gallery to see how your favorite model is actually put together.
🆔 @hackernewsgithubprojects
LLM Architecture Gallery
Most major language models are actually built on slightly different blueprints, and you can compare them all in one visual dashboard. The llm-architecture-gallery is a public metadata hub that powers a live visual gallery tracking the exact architectural differences between famous AI models. Instead of digging through endless research papers to find hidden technical details, this project catalogs the precise knobs, layers, and settings that make each model unique. It is a fantastic way to see how AI design is evolving without drowning in academic jargon. Check out the gallery to see how your favorite model is actually put together.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 jinwoolee1230/poli
poli
Turn sparse, messy lidar point clouds into rich geometric understanding without relying on labeled data. Instead of using handcrafted rules or heavy supervised learning to clean up noisy 3D sensor scans, this self-supervised tool predicts a mathematical ellipsoid for every single point to map the surrounding surface shape. This means robots can understand their environments, track their own movements, and estimate object positions with much higher accuracy. It plugs directly into existing tracking and mapping systems without needing any changes to your neural network architecture. By modeling raw data as smooth mathematical shapes, you get clean, reliable 3D geometry instantly.
🆔 @hackernewsgithubprojects
poli
Turn sparse, messy lidar point clouds into rich geometric understanding without relying on labeled data. Instead of using handcrafted rules or heavy supervised learning to clean up noisy 3D sensor scans, this self-supervised tool predicts a mathematical ellipsoid for every single point to map the surrounding surface shape. This means robots can understand their environments, track their own movements, and estimate object positions with much higher accuracy. It plugs directly into existing tracking and mapping systems without needing any changes to your neural network architecture. By modeling raw data as smooth mathematical shapes, you get clean, reliable 3D geometry instantly.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 igorbarshteyn/jlens-gguf
jlens-gguf
You can now visually track and actively edit a language model's internal thoughts in real time using a standard quantized GGUF file. The jlens-gguf repository is an interactive visualizer and steering tool built directly on llama.cpp that lets you peer into the residual stream of a model at every layer. By mapping out how concepts form, it lets you pinpoint where the AI gets confused and actually edit those activations on the fly, allowing you to swap concepts or suppress specific tokens to instantly steer the generated text. It is an incredibly clever way to dissect and control local models with zero hassle.
🆔 @hackernewsgithubprojects
jlens-gguf
You can now visually track and actively edit a language model's internal thoughts in real time using a standard quantized GGUF file. The jlens-gguf repository is an interactive visualizer and steering tool built directly on llama.cpp that lets you peer into the residual stream of a model at every layer. By mapping out how concepts form, it lets you pinpoint where the AI gets confused and actually edit those activations on the fly, allowing you to swap concepts or suppress specific tokens to instantly steer the generated text. It is an incredibly clever way to dissect and control local models with zero hassle.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 sizhe-li/vera
Vera
Vera is the video-to-action model that finally lets robots control themselves by dreaming up their own future. Instead of trying to teach a robot physical actions directly, this clever setup lets a standard video-generating AI imagine a video of the task being completed successfully. Then, a specialized translating model reads that imagined video and calculates the exact physical joint movements needed to make that dream a reality. It completely separates dreaming from doing, making it incredibly easy to train robots for complex tasks without needing a massive supercomputer. You can even watch the robot think in real time through a live visual dashboard.
🆔 @hackernewsgithubprojects
Vera
Vera is the video-to-action model that finally lets robots control themselves by dreaming up their own future. Instead of trying to teach a robot physical actions directly, this clever setup lets a standard video-generating AI imagine a video of the task being completed successfully. Then, a specialized translating model reads that imagined video and calculates the exact physical joint movements needed to make that dream a reality. It completely separates dreaming from doing, making it incredibly easy to train robots for complex tasks without needing a massive supercomputer. You can even watch the robot think in real time through a live visual dashboard.
🆔 @hackernewsgithubprojects
This media is not supported in your browser
VIEW IN TELEGRAM
📦 luckeyfaraday/athena-loops
Athena Loops
While AI coding agents are incredibly powerful, letting them run wild without supervision often leads to broken code and wasted API tokens. Athena Loops changes the game by turning the orchestrator, worker, and reviewer process into a deterministic control loop written in pure Python code. Instead of relying on a prompt to hopefully self-correct, this smart harness splits your goal into subtasks, delegates them to headless coding agents, and passes the output through a strict review gate that loops until success criteria are met. Because the control flow is handled by code rather than unreliable prompts, it prevents infinite agent loops using built-in budget guards. It even runs as an...
🆔 @hackernewsgithubprojects
Athena Loops
While AI coding agents are incredibly powerful, letting them run wild without supervision often leads to broken code and wasted API tokens. Athena Loops changes the game by turning the orchestrator, worker, and reviewer process into a deterministic control loop written in pure Python code. Instead of relying on a prompt to hopefully self-correct, this smart harness splits your goal into subtasks, delegates them to headless coding agents, and passes the output through a strict review gate that loops until success criteria are met. Because the control flow is handled by code rather than unreliable prompts, it prevents infinite agent loops using built-in budget guards. It even runs as an...
🆔 @hackernewsgithubprojects