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π¦ nahuel990/ministack
Stop Paying for Local AWS Emulation with MiniStack
Are you tired of paying for local cloud development tools? Meet MiniStack, a fully open-source and zero-cost drop-in replacement for AWS emulation. While other tools have moved essential services behind a paywall, MiniStack remains completely free and lightweight. It emulates twenty AWS services, including S3, DynamoDB, and Lambda, directly on your machine. What makes it special is its real infrastructure support, spinning up actual containers for RDS databases or using DuckDB for Athena queries. With a tiny footprint and fast startup time, it is the perfect local environment for developers. Simplify your workflow and start building today.
π° https://news.ycombinator.com/item?id=47510549
π @hackernewsgithubprojects
Stop Paying for Local AWS Emulation with MiniStack
Are you tired of paying for local cloud development tools? Meet MiniStack, a fully open-source and zero-cost drop-in replacement for AWS emulation. While other tools have moved essential services behind a paywall, MiniStack remains completely free and lightweight. It emulates twenty AWS services, including S3, DynamoDB, and Lambda, directly on your machine. What makes it special is its real infrastructure support, spinning up actual containers for RDS databases or using DuckDB for Athena queries. With a tiny footprint and fast startup time, it is the perfect local environment for developers. Simplify your workflow and start building today.
π° https://news.ycombinator.com/item?id=47510549
π @hackernewsgithubprojects
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π¦ guepard-corp/gfs
Stop Data Loss: Git for Your Databases Explained
Ever worried an AI agent might accidentally wipe your entire production database? Meet GFS, a powerful open-source tool that brings Git-like version control directly to your database systems. Instead of risky direct changes, GFS lets you branch your database just like code, creating isolated, instant clones without full duplication. You can safely test destructive commands or let AI agents run wild, knowing that if something goes wrong, you can rollback to a previous state in seconds. It is the ultimate safety net for developers, ensuring your data stays secure and recoverable while you innovate with confidence.
π° https://news.ycombinator.com/item?id=47431089
π @hackernewsgithubprojects
Stop Data Loss: Git for Your Databases Explained
Ever worried an AI agent might accidentally wipe your entire production database? Meet GFS, a powerful open-source tool that brings Git-like version control directly to your database systems. Instead of risky direct changes, GFS lets you branch your database just like code, creating isolated, instant clones without full duplication. You can safely test destructive commands or let AI agents run wild, knowing that if something goes wrong, you can rollback to a previous state in seconds. It is the ultimate safety net for developers, ensuring your data stays secure and recoverable while you innovate with confidence.
π° https://news.ycombinator.com/item?id=47431089
π @hackernewsgithubprojects
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π¦ phlx0/drift
Turn Your Terminal Into Ambient Art with Drift
Ever felt like your terminal was just a bit too static? Meet Drift, the beautiful screensaver that brings your command line to life. Instead of staring at a blank prompt during downtime, Drift automatically triggers stunning ambient animations like flowing particle fields, cascading digital rain, or complex Conwayβs Game of Life simulations. It is perfect for adding personality to your workspace while you take a breather. With nine built-in color themes and seamless shell integration, it automatically activates when you are idle and vanishes with a single key press. Transform your workspace into a dynamic display today.
π° https://news.ycombinator.com/item?id=47537030
π @hackernewsgithubprojects
Turn Your Terminal Into Ambient Art with Drift
Ever felt like your terminal was just a bit too static? Meet Drift, the beautiful screensaver that brings your command line to life. Instead of staring at a blank prompt during downtime, Drift automatically triggers stunning ambient animations like flowing particle fields, cascading digital rain, or complex Conwayβs Game of Life simulations. It is perfect for adding personality to your workspace while you take a breather. With nine built-in color themes and seamless shell integration, it automatically activates when you are idle and vanishes with a single key press. Transform your workspace into a dynamic display today.
π° https://news.ycombinator.com/item?id=47537030
π @hackernewsgithubprojects
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π¦ openchamber/openchamber
Supercharge Your AI Coding Workflow with OpenChamber
Are you tired of jumping between terminal tabs while working with AI coding agents? Meet OpenChamber, a powerful desktop and web interface designed to streamline your development process. It solves the fragmentation problem by giving you a unified, polished dashboard to manage sessions, review complex code diffs, and even execute shell commands directly. You can branch your chat history to experiment with different approaches or use the integrated terminal to run dev servers seamlessly. Whether you are coding on your laptop or a remote server, OpenChamber keeps your workflow organized and accessible. Upgrade your coding experience and stay focused today.
π° https://news.ycombinator.com/item?id=47537349
π @hackernewsgithubprojects
Supercharge Your AI Coding Workflow with OpenChamber
Are you tired of jumping between terminal tabs while working with AI coding agents? Meet OpenChamber, a powerful desktop and web interface designed to streamline your development process. It solves the fragmentation problem by giving you a unified, polished dashboard to manage sessions, review complex code diffs, and even execute shell commands directly. You can branch your chat history to experiment with different approaches or use the integrated terminal to run dev servers seamlessly. Whether you are coding on your laptop or a remote server, OpenChamber keeps your workflow organized and accessible. Upgrade your coding experience and stay focused today.
π° https://news.ycombinator.com/item?id=47537349
π @hackernewsgithubprojects
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π¦ barutsrb/omniwm
OmniWM: A Powerful Tiling Window Manager for macOS
Are you tired of managing windows manually on your Mac? Meet OmniWM, a revolutionary tiling window manager inspired by the sleek functionality of Niri and Hyprland. It transforms your workflow by automatically organizing your workspace, which is perfect for maximizing productivity. Because it is developer signed and notarized, it runs safely even in locked-down enterprise environments. By bringing advanced tiling features and modern innovation to macOS, this tool solves the clutter problem once and for all. If you want a faster, cleaner, and more professional desktop experience, it is time to give your window management a serious upgrade today.
π° https://news.ycombinator.com/item?id=47526865
π @hackernewsgithubprojects
OmniWM: A Powerful Tiling Window Manager for macOS
Are you tired of managing windows manually on your Mac? Meet OmniWM, a revolutionary tiling window manager inspired by the sleek functionality of Niri and Hyprland. It transforms your workflow by automatically organizing your workspace, which is perfect for maximizing productivity. Because it is developer signed and notarized, it runs safely even in locked-down enterprise environments. By bringing advanced tiling features and modern innovation to macOS, this tool solves the clutter problem once and for all. If you want a faster, cleaner, and more professional desktop experience, it is time to give your window management a serious upgrade today.
π° https://news.ycombinator.com/item?id=47526865
π @hackernewsgithubprojects
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π¦ huggingface/hf-mount
Mount Hugging Face Repos Locally Instantly
Are you tired of waiting for massive machine learning datasets to download before you can even start your work. Meet the solution that changes everything by letting you mount Hugging Face repositories directly as local filesystems. Instead of copying gigabytes of data, this tool uses FUSE to expose files as if they were sitting right on your hard drive. You can instantly access specific model weights or dataset shards without wasting precious disk space or time. It is a seamless way to streamline your development workflow and keep your environment lean, making it easier than ever to explore AI models.
π° https://news.ycombinator.com/item?id=47537509
π @hackernewsgithubprojects
Mount Hugging Face Repos Locally Instantly
Are you tired of waiting for massive machine learning datasets to download before you can even start your work. Meet the solution that changes everything by letting you mount Hugging Face repositories directly as local filesystems. Instead of copying gigabytes of data, this tool uses FUSE to expose files as if they were sitting right on your hard drive. You can instantly access specific model weights or dataset shards without wasting precious disk space or time. It is a seamless way to streamline your development workflow and keep your environment lean, making it easier than ever to explore AI models.
π° https://news.ycombinator.com/item?id=47537509
π @hackernewsgithubprojects
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π¦ jonwiggins/optio
Automate Your Entire Coding Workflow with Optio
Optio is an autonomous workflow orchestrator that bridges the gap between raw coding tasks and a final, merged pull request. Instead of manually babysitting your AI agents, Optio handles the entire lifecycle by provisioning isolated Kubernetes pods for tasks and running models like Claude Code or OpenAI Codex. It excels at closing the loop by automatically resuming agents when CI pipelines fail or reviewers request changes. With a real-time dashboard tracking progress and costs, you can finally automate your entire development cycle from start to finish. Let Optio manage the busy work so you can focus on building.
π° https://news.ycombinator.com/item?id=47520220
π @hackernewsgithubprojects
Automate Your Entire Coding Workflow with Optio
Optio is an autonomous workflow orchestrator that bridges the gap between raw coding tasks and a final, merged pull request. Instead of manually babysitting your AI agents, Optio handles the entire lifecycle by provisioning isolated Kubernetes pods for tasks and running models like Claude Code or OpenAI Codex. It excels at closing the loop by automatically resuming agents when CI pipelines fail or reviewers request changes. With a real-time dashboard tracking progress and costs, you can finally automate your entire development cycle from start to finish. Let Optio manage the busy work so you can focus on building.
π° https://news.ycombinator.com/item?id=47520220
π @hackernewsgithubprojects
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π¦ vaibhavs10/insanely-fast-whisper
Transcribe Hours of Audio in Seconds!
Are you tired of waiting forever for audio transcriptions to finish? Meet the ultimate tool for speed: Insanely Fast Whisper. This powerful command line interface optimizes OpenAI's Whisper model to deliver lightning-fast, high-quality speech-to-text results right on your own machine. By leveraging advanced techniques like batching and Flash Attention, it can process hours of audio in just seconds. Whether you need accurate subtitles or quick text summaries, this project makes local transcription effortless and incredibly efficient. Stop wasting time on slow workflows and start transcribing your media at record speeds with this simple, community-driven tool today.
π° https://news.ycombinator.com/item?id=47537913
π @hackernewsgithubprojects
Transcribe Hours of Audio in Seconds!
Are you tired of waiting forever for audio transcriptions to finish? Meet the ultimate tool for speed: Insanely Fast Whisper. This powerful command line interface optimizes OpenAI's Whisper model to deliver lightning-fast, high-quality speech-to-text results right on your own machine. By leveraging advanced techniques like batching and Flash Attention, it can process hours of audio in just seconds. Whether you need accurate subtitles or quick text summaries, this project makes local transcription effortless and incredibly efficient. Stop wasting time on slow workflows and start transcribing your media at record speeds with this simple, community-driven tool today.
π° https://news.ycombinator.com/item?id=47537913
π @hackernewsgithubprojects
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π¦ glommer/pgmicro
PostgreSQL inside SQLite? Meet pgmicro
Have you ever wanted the power of PostgreSQL without the overhead of a full server installation? Meet pgmicro, an ingenious project that reimagines PostgreSQL as an in-process library. By using a SQLite-compatible storage engine, it strips away the complexity of traditional database management while keeping the features you love. You can now embed Postgres directly into your application, allowing for lightning-fast queries and seamless data handling without external networking bottlenecks. It is a game-changer for developers looking to simplify their stack while maintaining robust relational capabilities. Check it out to revolutionize how you integrate databases into your own software projects.
π° https://news.ycombinator.com/item?id=47535904
π @hackernewsgithubprojects
PostgreSQL inside SQLite? Meet pgmicro
Have you ever wanted the power of PostgreSQL without the overhead of a full server installation? Meet pgmicro, an ingenious project that reimagines PostgreSQL as an in-process library. By using a SQLite-compatible storage engine, it strips away the complexity of traditional database management while keeping the features you love. You can now embed Postgres directly into your application, allowing for lightning-fast queries and seamless data handling without external networking bottlenecks. It is a game-changer for developers looking to simplify their stack while maintaining robust relational capabilities. Check it out to revolutionize how you integrate databases into your own software projects.
π° https://news.ycombinator.com/item?id=47535904
π @hackernewsgithubprojects
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π¦ nicedreamzapp/claude-code-local
Run Claude Code Locally for Free on Mac
Want to run advanced AI coding agents directly on your Mac without expensive subscription fees or privacy concerns? This project enables you to run a massive one hundred twenty-two billion parameter model entirely on your Apple Silicon hardware. By utilizing a custom server and the powerful Apple native machine learning framework, it eliminates the need for slow external proxies, resulting in speeds over seven times faster than previous approaches. It even includes a unique feature to control your workflow through standard messaging, giving you total privacy and offline capability. Take complete control of your coding tools today.
π° https://news.ycombinator.com/item?id=47534390
π @hackernewsgithubprojects
Run Claude Code Locally for Free on Mac
Want to run advanced AI coding agents directly on your Mac without expensive subscription fees or privacy concerns? This project enables you to run a massive one hundred twenty-two billion parameter model entirely on your Apple Silicon hardware. By utilizing a custom server and the powerful Apple native machine learning framework, it eliminates the need for slow external proxies, resulting in speeds over seven times faster than previous approaches. It even includes a unique feature to control your workflow through standard messaging, giving you total privacy and offline capability. Take complete control of your coding tools today.
π° https://news.ycombinator.com/item?id=47534390
π @hackernewsgithubprojects
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π¦ wolfssl/wolfguard
Secure Your Network with WolfGuard
Need a VPN solution that meets strict security standards without sacrificing performance? Meet WolfGuard, a powerful FIPS-compliant refactor of the popular Linux kernel-based WireGuard protocol. By integrating robust cryptographic libraries, it replaces standard algorithms like Curve25519 with FIPS-approved alternatives such as SECP256R1 and AES-256-GCM. Whether you are building from certified sources or standard builds, it functions as a drop-in replacement, allowing you to use existing configuration scripts seamlessly. It delivers high-speed tunneling and ensures your data remains protected under the most rigorous compliance requirements. Give your infrastructure the upgrade it needs by adopting this high-performance security tool today.
π° https://news.ycombinator.com/item?id=47504498
π @hackernewsgithubprojects
Secure Your Network with WolfGuard
Need a VPN solution that meets strict security standards without sacrificing performance? Meet WolfGuard, a powerful FIPS-compliant refactor of the popular Linux kernel-based WireGuard protocol. By integrating robust cryptographic libraries, it replaces standard algorithms like Curve25519 with FIPS-approved alternatives such as SECP256R1 and AES-256-GCM. Whether you are building from certified sources or standard builds, it functions as a drop-in replacement, allowing you to use existing configuration scripts seamlessly. It delivers high-speed tunneling and ensures your data remains protected under the most rigorous compliance requirements. Give your infrastructure the upgrade it needs by adopting this high-performance security tool today.
π° https://news.ycombinator.com/item?id=47504498
π @hackernewsgithubprojects
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π¦ shuvonsec/claude-bug-bounty
Automate Bug Bounty Hunting with AI
Are you tired of spending hours on repetitive recon and report writing in your bug bounty hunts? This powerful AI-powered toolkit turns your terminal into an autonomous hunting machine by leveraging Claude to handle everything from asset discovery to sophisticated vulnerability testing. It seamlessly integrates specialized agents that coordinate over twenty-five security tools to map attack surfaces and identify high-ROI vulnerabilities like IDOR or SSRF. By using structured validation gates, it helps you kill weak findings instantly and automatically generates professional, submission-ready reports. Stop manually chasing leads and start letting AI build your exploit chains today.
π° https://news.ycombinator.com/item?id=47539534
π @hackernewsgithubprojects
Automate Bug Bounty Hunting with AI
Are you tired of spending hours on repetitive recon and report writing in your bug bounty hunts? This powerful AI-powered toolkit turns your terminal into an autonomous hunting machine by leveraging Claude to handle everything from asset discovery to sophisticated vulnerability testing. It seamlessly integrates specialized agents that coordinate over twenty-five security tools to map attack surfaces and identify high-ROI vulnerabilities like IDOR or SSRF. By using structured validation gates, it helps you kill weak findings instantly and automatically generates professional, submission-ready reports. Stop manually chasing leads and start letting AI build your exploit chains today.
π° https://news.ycombinator.com/item?id=47539534
π @hackernewsgithubprojects
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π¦ ninja-build/ninja
Ninja: The Fastest Way to Build Your Code
Are you tired of waiting forever for your code to compile? Meet Ninja, a lightning-fast build system specifically designed for speed. Unlike other complex tools, Ninja focuses on doing one thing extremely well by running builds as quickly as possible. It works by generating simple build files and executing them with incredible efficiency, making it a favorite for large-scale projects. By minimizing overhead and focusing on performance, Ninja helps developers spend less time waiting and more time coding. If you want to supercharge your development workflow and keep your compilation times to an absolute minimum, give Ninja a try today.
π° https://news.ycombinator.com/item?id=47540903
π @hackernewsgithubprojects
Ninja: The Fastest Way to Build Your Code
Are you tired of waiting forever for your code to compile? Meet Ninja, a lightning-fast build system specifically designed for speed. Unlike other complex tools, Ninja focuses on doing one thing extremely well by running builds as quickly as possible. It works by generating simple build files and executing them with incredible efficiency, making it a favorite for large-scale projects. By minimizing overhead and focusing on performance, Ninja helps developers spend less time waiting and more time coding. If you want to supercharge your development workflow and keep your compilation times to an absolute minimum, give Ninja a try today.
π° https://news.ycombinator.com/item?id=47540903
π @hackernewsgithubprojects
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π¦ hailtododongo/pyrite64
Build Your Own N64 Games with Pyrite64
Ever wanted to create your own Nintendo 64 games from scratch? Meet Pyrite64, a powerful game engine and editor designed specifically for the iconic console. By leveraging the libdragon library and tiny3d for rendering, this project gives developers a robust framework to build and test retro experiences directly on real N64 hardware or emulators. It simplifies complex low level tasks, letting you focus on game design and 3D asset management instead of hardware limitations. If you have a passion for retro development, this toolkit is an incredible way to start crafting your very own unique games for a classic system.
π° https://news.ycombinator.com/item?id=47540914
π @hackernewsgithubprojects
Build Your Own N64 Games with Pyrite64
Ever wanted to create your own Nintendo 64 games from scratch? Meet Pyrite64, a powerful game engine and editor designed specifically for the iconic console. By leveraging the libdragon library and tiny3d for rendering, this project gives developers a robust framework to build and test retro experiences directly on real N64 hardware or emulators. It simplifies complex low level tasks, letting you focus on game design and 3D asset management instead of hardware limitations. If you have a passion for retro development, this toolkit is an incredible way to start crafting your very own unique games for a classic system.
π° https://news.ycombinator.com/item?id=47540914
π @hackernewsgithubprojects
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π¦ jmilinovich/goal-md
Supercharge Your Autonomous Coding Agents with This Simple Pattern
Want to supercharge your autonomous coding agents? This repository introduces a powerful pattern for guiding AI through complex software projects. Instead of providing vague instructions, you create a clear, measurable goal that an agent can actively pursue. By defining a custom fitness functionβlike a specific score for code health or documentation qualityβyou allow the agent to diagnose, act, and verify its own progress autonomously. It essentially builds its own ruler to measure success. Whether you are fixing broken tests or improving documentation, this system turns tedious maintenance into an automated, self-improving loop that runs while you sleep.
π° https://news.ycombinator.com/item?id=47390228
π @hackernewsgithubprojects
Supercharge Your Autonomous Coding Agents with This Simple Pattern
Want to supercharge your autonomous coding agents? This repository introduces a powerful pattern for guiding AI through complex software projects. Instead of providing vague instructions, you create a clear, measurable goal that an agent can actively pursue. By defining a custom fitness functionβlike a specific score for code health or documentation qualityβyou allow the agent to diagnose, act, and verify its own progress autonomously. It essentially builds its own ruler to measure success. Whether you are fixing broken tests or improving documentation, this system turns tedious maintenance into an automated, self-improving loop that runs while you sleep.
π° https://news.ycombinator.com/item?id=47390228
π @hackernewsgithubprojects
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π¦ rxi/microui
Build UI Anywhere with This Tiny C Library
Ever wanted to add a user interface to your project without bloating it with massive dependencies? Meet a powerful little tool that changes the game. This library is an incredibly lightweight, immediate-mode UI system written in just over a thousand lines of portable C code. Because it operates within a fixed memory region, it avoids dynamic allocations, making it perfect for embedded systems or performance-critical applications. It handles the core logic for windows, buttons, and sliders while leaving the rendering to you, offering ultimate flexibility. Dive into this minimalist approach to streamline your UI development and reclaim complete control.
π° https://news.ycombinator.com/item?id=47541156
π @hackernewsgithubprojects
Build UI Anywhere with This Tiny C Library
Ever wanted to add a user interface to your project without bloating it with massive dependencies? Meet a powerful little tool that changes the game. This library is an incredibly lightweight, immediate-mode UI system written in just over a thousand lines of portable C code. Because it operates within a fixed memory region, it avoids dynamic allocations, making it perfect for embedded systems or performance-critical applications. It handles the core logic for windows, buttons, and sliders while leaving the rendering to you, offering ultimate flexibility. Dive into this minimalist approach to streamline your UI development and reclaim complete control.
π° https://news.ycombinator.com/item?id=47541156
π @hackernewsgithubprojects
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π¦ anthropics/connect-rust
Mastering API Communication in Rust
Are you looking for a better way to handle API communications in your Rust projects? This repository provides a powerful implementation of the ConnectRPC protocol designed specifically for the Rust language. By focusing on a modern approach to web services, it makes building and consuming high performance APIs remarkably straightforward. It handles complex data exchange efficiently while maintaining type safety throughout your entire codebase. Whether you are scaling microservices or building responsive applications, this tool streamlines your network layer so you can focus on writing great features. Give it a try to see how much simpler your networking code becomes.
π° https://news.ycombinator.com/item?id=47494912
π @hackernewsgithubprojects
Mastering API Communication in Rust
Are you looking for a better way to handle API communications in your Rust projects? This repository provides a powerful implementation of the ConnectRPC protocol designed specifically for the Rust language. By focusing on a modern approach to web services, it makes building and consuming high performance APIs remarkably straightforward. It handles complex data exchange efficiently while maintaining type safety throughout your entire codebase. Whether you are scaling microservices or building responsive applications, this tool streamlines your network layer so you can focus on writing great features. Give it a try to see how much simpler your networking code becomes.
π° https://news.ycombinator.com/item?id=47494912
π @hackernewsgithubprojects
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π¦ saltbo/agent-kanban
Meet the Ultimate Mission Control for Your AI Agents
Managing multiple AI agents can quickly become a chaotic mess, but this project changes the game by treating them like a professional team. It serves as a centralized mission control for your AI workforce, using a familiar kanban board interface to track tasks and agent progress in real time. By visualizing complex agent workflows and task assignments directly, you gain total transparency into what your digital workers are doing. It is an incredibly smart way to coordinate autonomous projects without losing track of the details. Give your AI a structure to work within and watch your overall productivity finally skyrocket.
π° https://news.ycombinator.com/item?id=47501838
π @hackernewsgithubprojects
Meet the Ultimate Mission Control for Your AI Agents
Managing multiple AI agents can quickly become a chaotic mess, but this project changes the game by treating them like a professional team. It serves as a centralized mission control for your AI workforce, using a familiar kanban board interface to track tasks and agent progress in real time. By visualizing complex agent workflows and task assignments directly, you gain total transparency into what your digital workers are doing. It is an incredibly smart way to coordinate autonomous projects without losing track of the details. Give your AI a structure to work within and watch your overall productivity finally skyrocket.
π° https://news.ycombinator.com/item?id=47501838
π @hackernewsgithubprojects
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π¦ jkool702/forkrun
Supercharge Your Bash Scripts with Forkrun
Are your bash scripts taking forever to finish because they process tasks one at a time? Meet Forkrun, an incredibly fast, pure bash utility that parallelizes your work. Instead of the overhead found in standard tools, Forkrun leverages bash coprocs to distribute input across multiple workers without constantly creating new shell instances. It handles complex tasks efficiently by allowing you to parallelize functions directly, which drastically reduces execution time. Whether you are batch processing files or running heavy loops, Forkrun offers a smoother, faster alternative to xargs or parallel. Try integrating it into your workflow today for a massive speed boost.
π° https://news.ycombinator.com/item?id=47541746
π @hackernewsgithubprojects
Supercharge Your Bash Scripts with Forkrun
Are your bash scripts taking forever to finish because they process tasks one at a time? Meet Forkrun, an incredibly fast, pure bash utility that parallelizes your work. Instead of the overhead found in standard tools, Forkrun leverages bash coprocs to distribute input across multiple workers without constantly creating new shell instances. It handles complex tasks efficiently by allowing you to parallelize functions directly, which drastically reduces execution time. Whether you are batch processing files or running heavy loops, Forkrun offers a smoother, faster alternative to xargs or parallel. Try integrating it into your workflow today for a massive speed boost.
π° https://news.ycombinator.com/item?id=47541746
π @hackernewsgithubprojects
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π¦ axeldelafosse/loop
Stop Babysitting Your AI Agents: Meet Loop
Stop babysitting your coding agents and let them work together instead. This powerful Bun CLI tool automatically runs Claude Code and Codex in a continuous loop to handle complex tasks without your constant manual input. It uses tmux to launch both agents side-by-side, creating a dynamic pair-programming environment where one agent acts as the worker and the other provides critical review. They iteratively build a plan, verify changes, and refine their work until the goal is met, finally generating a draft pull request. It is the ultimate way to automate long-running development workflows seamlessly and efficiently.
π° https://news.ycombinator.com/item?id=47517754
π @hackernewsgithubprojects
Stop Babysitting Your AI Agents: Meet Loop
Stop babysitting your coding agents and let them work together instead. This powerful Bun CLI tool automatically runs Claude Code and Codex in a continuous loop to handle complex tasks without your constant manual input. It uses tmux to launch both agents side-by-side, creating a dynamic pair-programming environment where one agent acts as the worker and the other provides critical review. They iteratively build a plan, verify changes, and refine their work until the goal is met, finally generating a draft pull request. It is the ultimate way to automate long-running development workflows seamlessly and efficiently.
π° https://news.ycombinator.com/item?id=47517754
π @hackernewsgithubprojects
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π¦ thetom/turboquant_plus
Slash LLM Memory Costs with TurboQuant+
Are you tired of your AI models running out of memory during long conversations? TurboQuant+ is a breakthrough project that tackles the massive key-value cache bottleneck by compressing your model memory by nearly five times. By implementing advanced techniques like PolarQuant and Quantized Johnson-Lindenstrauss, it allows your local LLMs to handle much larger context windows without sacrificing accuracy. You can even run this directly on Apple Silicon with optimized Metal GPU kernels. It is a fantastic tool for anyone wanting to run high-performance AI locally, so give it a try and supercharge your inference speed today.
π° https://news.ycombinator.com/item?id=47543442
π @hackernewsgithubprojects
Slash LLM Memory Costs with TurboQuant+
Are you tired of your AI models running out of memory during long conversations? TurboQuant+ is a breakthrough project that tackles the massive key-value cache bottleneck by compressing your model memory by nearly five times. By implementing advanced techniques like PolarQuant and Quantized Johnson-Lindenstrauss, it allows your local LLMs to handle much larger context windows without sacrificing accuracy. You can even run this directly on Apple Silicon with optimized Metal GPU kernels. It is a fantastic tool for anyone wanting to run high-performance AI locally, so give it a try and supercharge your inference speed today.
π° https://news.ycombinator.com/item?id=47543442
π @hackernewsgithubprojects