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π¦ rust-stdx/stdx
Is This the Future of Rust? Meet stdx!
Tired of managing endless dependencies and worrying about your supply chain security in Rust? Meet the solution: an unofficial, extended standard library designed to provide the simplicity and performance you need without the fragmentation. By offering a curated, self-contained collection of foundational tools like base64, crypto, and error handling, it keeps your project secure and free from third-party risks. Everything is built to work with standard Rust, supporting even the most constrained no-std environments. Stop reinventing the wheel and start building faster, safer, and more reliable applications with a project designed to become the reliable backbone of your codebase.
π° https://news.ycombinator.com/item?id=48491315
π @hackernewsgithubprojects
Is This the Future of Rust? Meet stdx!
Tired of managing endless dependencies and worrying about your supply chain security in Rust? Meet the solution: an unofficial, extended standard library designed to provide the simplicity and performance you need without the fragmentation. By offering a curated, self-contained collection of foundational tools like base64, crypto, and error handling, it keeps your project secure and free from third-party risks. Everything is built to work with standard Rust, supporting even the most constrained no-std environments. Stop reinventing the wheel and start building faster, safer, and more reliable applications with a project designed to become the reliable backbone of your codebase.
π° https://news.ycombinator.com/item?id=48491315
π @hackernewsgithubprojects
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π¦ cheapestinference/claude-auto-retry
Stop Waiting for Claude to Reset!
Are you tired of Claude Code sessions hitting rate limits and forcing you to manually type continue later? This handy tool automates that frustrating process entirely. By running in the background and monitoring your terminal, it detects rate limit messages, parses the exact reset time, and automatically sends the continue command exactly when you need it. It works seamlessly within a tmux session or creates one for you, ensuring your long tasks finish even while you are away. Install it, forget about it, and get back to being productive without ever having to watch for limit resets again.
π° https://news.ycombinator.com/item?id=47424128
π @hackernewsgithubprojects
Stop Waiting for Claude to Reset!
Are you tired of Claude Code sessions hitting rate limits and forcing you to manually type continue later? This handy tool automates that frustrating process entirely. By running in the background and monitoring your terminal, it detects rate limit messages, parses the exact reset time, and automatically sends the continue command exactly when you need it. It works seamlessly within a tmux session or creates one for you, ensuring your long tasks finish even while you are away. Install it, forget about it, and get back to being productive without ever having to watch for limit resets again.
π° https://news.ycombinator.com/item?id=47424128
π @hackernewsgithubprojects
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π¦ viktoraxelsen/memskill
Stop Designing Agent Memory: Let AI Evolve Its Own Skills
Are you tired of manually designing memory systems for your autonomous agents? Meet MemSkill, a breakthrough framework that shifts from static, hand-coded operations to a dynamic, data-driven approach. Instead of hard-coding how an agent remembers, MemSkill learns, refines, and evolves memory skills through task feedback. It focuses on meta-memoryβdeciding exactly what information to extract, preserve, or forget during long interactions. By using a reusable skill bank, your agents become significantly more adaptive across different environments and datasets. Check out this project to see how self-evolving agents can master the complex skill of remembering better than ever before.
π @hackernewsgithubprojects
Stop Designing Agent Memory: Let AI Evolve Its Own Skills
Are you tired of manually designing memory systems for your autonomous agents? Meet MemSkill, a breakthrough framework that shifts from static, hand-coded operations to a dynamic, data-driven approach. Instead of hard-coding how an agent remembers, MemSkill learns, refines, and evolves memory skills through task feedback. It focuses on meta-memoryβdeciding exactly what information to extract, preserve, or forget during long interactions. By using a reusable skill bank, your agents become significantly more adaptive across different environments and datasets. Check out this project to see how self-evolving agents can master the complex skill of remembering better than ever before.
π @hackernewsgithubprojects
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π¦ mickamy/sql-tap
Debug Database Queries Instantly with SQL Tap
Ever wonder exactly what your application is sending to your database? Stop guessing and start watching with SQL Tap. This tool acts as a transparent proxy between your app and your database, capturing every query in real-time. It supports PostgreSQL, MySQL, and TiDB, providing an interactive terminal UI or a web dashboard to inspect transactions and run explain plans without changing a single line of your code. It even flags slow queries and N plus 1 patterns automatically. Whether you are debugging locally or running tests in CI, SQL Tap gives you total visibility into your SQL traffic.
π @hackernewsgithubprojects
Debug Database Queries Instantly with SQL Tap
Ever wonder exactly what your application is sending to your database? Stop guessing and start watching with SQL Tap. This tool acts as a transparent proxy between your app and your database, capturing every query in real-time. It supports PostgreSQL, MySQL, and TiDB, providing an interactive terminal UI or a web dashboard to inspect transactions and run explain plans without changing a single line of your code. It even flags slow queries and N plus 1 patterns automatically. Whether you are debugging locally or running tests in CI, SQL Tap gives you total visibility into your SQL traffic.
π @hackernewsgithubprojects
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π¦ filiksyos/gitreverse
Turn Any GitHub Repo into an AI Prompt with GitReverse
Ever wanted to recreate a cool project but didn't know where to start? Meet GitReverse, a clever tool that transforms any public GitHub repository into a concise, conversational prompt. By analyzing repo metadata, the project structure, and the documentation, it generates a synthetic prompt you can feed directly into AI coding assistants to build the project from scratch. It simplifies the complex work of understanding a codebase into a single, actionable instruction. Whether you are learning new patterns or jumpstarting your next app, GitReverse makes it incredibly easy to replicate success. Give it a try today.
π @hackernewsgithubprojects
Turn Any GitHub Repo into an AI Prompt with GitReverse
Ever wanted to recreate a cool project but didn't know where to start? Meet GitReverse, a clever tool that transforms any public GitHub repository into a concise, conversational prompt. By analyzing repo metadata, the project structure, and the documentation, it generates a synthetic prompt you can feed directly into AI coding assistants to build the project from scratch. It simplifies the complex work of understanding a codebase into a single, actionable instruction. Whether you are learning new patterns or jumpstarting your next app, GitReverse makes it incredibly easy to replicate success. Give it a try today.
π @hackernewsgithubprojects
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π¦ syntheticautonomicmind/clio
CLIO: The AI Coding Agent for Your Terminal
Are you tired of switching between your code and a browser to get AI help? Meet CLIO, a powerful AI-assisted coding agent designed specifically to live right inside your terminal. Whether you are working locally or on a remote server, CLIO acts as a pair programmer that reads your code, proposes plans, and handles file edits or terminal commands for you. It supports multiple AI providers, keeps your session history persistent, and even coordinates parallel agents to tackle complex tasks. Stop context switching and start building faster with this terminal-native tool that puts control directly at your fingertips.
π @hackernewsgithubprojects
CLIO: The AI Coding Agent for Your Terminal
Are you tired of switching between your code and a browser to get AI help? Meet CLIO, a powerful AI-assisted coding agent designed specifically to live right inside your terminal. Whether you are working locally or on a remote server, CLIO acts as a pair programmer that reads your code, proposes plans, and handles file edits or terminal commands for you. It supports multiple AI providers, keeps your session history persistent, and even coordinates parallel agents to tackle complex tasks. Stop context switching and start building faster with this terminal-native tool that puts control directly at your fingertips.
π @hackernewsgithubprojects
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π¦ ryoiki-tokuiten/iterative-contextual-refinements
Master Complex Problems with Iterative AI Search
Struggling to solve complex problems with standard AI chats? Meet Iterative Studio, a powerful multi-agent system designed for deep, strategic reasoning. By using advanced search techniques like Breadth-First and Depth-First exploration, this tool breaks down difficult tasks into independent strategic branches. It features targeted hypothesis testing, adversarial critique, and iterative refinement cycles to ensure high-quality, verified results. Whether you are running locally or via major AI providers, this platform provides a structured environment for complex logical problem solving. Boost your productivity with an AI that does not just answer, but iteratively thinks through every possible solution for you.
π @hackernewsgithubprojects
Master Complex Problems with Iterative AI Search
Struggling to solve complex problems with standard AI chats? Meet Iterative Studio, a powerful multi-agent system designed for deep, strategic reasoning. By using advanced search techniques like Breadth-First and Depth-First exploration, this tool breaks down difficult tasks into independent strategic branches. It features targeted hypothesis testing, adversarial critique, and iterative refinement cycles to ensure high-quality, verified results. Whether you are running locally or via major AI providers, this platform provides a structured environment for complex logical problem solving. Boost your productivity with an AI that does not just answer, but iteratively thinks through every possible solution for you.
π @hackernewsgithubprojects
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π¦ swarmclawai/swarmvault
Build Your Own AI Second Brain with SwarmVault
Stop drowning in scattered notes and files! SwarmVault is a local-first LLM Wiki that builds an intelligent knowledge graph from your documents, code, and transcripts. It acts as an AI-powered second brain, transforming raw data into a structured, searchable knowledge base without needing constant API keys. Whether you are managing research, personal projects, or code repositories, it helps you visualize connections between ideas effortlessly. With its robust conflict detection and easy command-line interface, you can finally maintain a durable, evergreen memory store. Get started today with one simple command and turn your chaotic information into a powerful, automated research assistant.
π @hackernewsgithubprojects
Build Your Own AI Second Brain with SwarmVault
Stop drowning in scattered notes and files! SwarmVault is a local-first LLM Wiki that builds an intelligent knowledge graph from your documents, code, and transcripts. It acts as an AI-powered second brain, transforming raw data into a structured, searchable knowledge base without needing constant API keys. Whether you are managing research, personal projects, or code repositories, it helps you visualize connections between ideas effortlessly. With its robust conflict detection and easy command-line interface, you can finally maintain a durable, evergreen memory store. Get started today with one simple command and turn your chaotic information into a powerful, automated research assistant.
π @hackernewsgithubprojects
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π¦ suanmosuanyangtechnology/memorybear
MemoryBear: Giving AI a Human-Like Memory
Stop treating AI memory like a static filing cabinet and start giving it a brain that actually evolves. MemoryBear is a groundbreaking project that equips artificial intelligence with a human-like memory lifecycle including perception, extraction, association, and forgetting. By using a graph-first architecture with Neo4j and a sophisticated self-reflection engine, it mimics biological brain functions to prune redundant data and strengthen high-value knowledge. Whether you need to solve context window limitations or bridge data silos between agents, this system transforms passive AI into a proactive cognitive partner. Experience the next generation of intelligent memory management today.
π @hackernewsgithubprojects
MemoryBear: Giving AI a Human-Like Memory
Stop treating AI memory like a static filing cabinet and start giving it a brain that actually evolves. MemoryBear is a groundbreaking project that equips artificial intelligence with a human-like memory lifecycle including perception, extraction, association, and forgetting. By using a graph-first architecture with Neo4j and a sophisticated self-reflection engine, it mimics biological brain functions to prune redundant data and strengthen high-value knowledge. Whether you need to solve context window limitations or bridge data silos between agents, this system transforms passive AI into a proactive cognitive partner. Experience the next generation of intelligent memory management today.
π @hackernewsgithubprojects
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π¦ vostride/agent-qa
Stop QA Flakiness with Agentic Memory
Are you tired of flaky tests that break every time your UI changes? Meet agent-qa, a self-improving quality assurance harness that brings memory to your testing workflow. Instead of rigid scripts, you write tests in natural language for both web and mobile applications. When a test fails, the system automatically observes the screen and attempts a different path, effectively healing itself during execution. It even remembers past runs to prevent recurring errors. By combining a polished dashboard with automated test authoring, it helps you catch regressions before they ship. Simplify your testing and let your agents handle the heavy lifting.
π° https://news.ycombinator.com/item?id=48191312
π @hackernewsgithubprojects
Stop QA Flakiness with Agentic Memory
Are you tired of flaky tests that break every time your UI changes? Meet agent-qa, a self-improving quality assurance harness that brings memory to your testing workflow. Instead of rigid scripts, you write tests in natural language for both web and mobile applications. When a test fails, the system automatically observes the screen and attempts a different path, effectively healing itself during execution. It even remembers past runs to prevent recurring errors. By combining a polished dashboard with automated test authoring, it helps you catch regressions before they ship. Simplify your testing and let your agents handle the heavy lifting.
π° https://news.ycombinator.com/item?id=48191312
π @hackernewsgithubprojects
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π¦ kohya-ss/comfyui-anima-lllite
Master Anima ControlNet with LLLite in ComfyUI
Unlock powerful control over your Anima DiT models directly inside ComfyUI. This repository provides a minimal, efficient reference implementation for LLLite, a lightweight ControlNet variant that injects low-rank corrections into your model. It simplifies your workflow by automatically reading architectural settings from your weight files, supporting both standard and 4-channel inpainting tasks. You can even chain multiple nodes together for complex conditions without any conflict, thanks to its smart cascading wrapper system. If you need a flexible, streamlined way to apply precise control to your generative projects, this tool is the perfect, ready-to-use addition to your library.
π @hackernewsgithubprojects
Master Anima ControlNet with LLLite in ComfyUI
Unlock powerful control over your Anima DiT models directly inside ComfyUI. This repository provides a minimal, efficient reference implementation for LLLite, a lightweight ControlNet variant that injects low-rank corrections into your model. It simplifies your workflow by automatically reading architectural settings from your weight files, supporting both standard and 4-channel inpainting tasks. You can even chain multiple nodes together for complex conditions without any conflict, thanks to its smart cascading wrapper system. If you need a flexible, streamlined way to apply precise control to your generative projects, this tool is the perfect, ready-to-use addition to your library.
π @hackernewsgithubprojects
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π¦ zhengdian1/interleavethinker
Supercharge Your AI Image Generation with InterleaveThinker
Ever wish your AI image generator could plan and critique its own creative process? Meet InterleaveThinker, a cutting-edge multi-agent pipeline that adds sophisticated reasoning to any existing image generation model. By using a specialized planner to organize sequences and a critic agent to identify errors, it enables complex, multi-step visual narratives and task annotations. It even includes training datasets and a reinforcement learning framework to refine instruction accuracy, helping you achieve impressive, high-quality results for challenging visual tasks. If you want to push the boundaries of what your AI can create, give your models the power of thoughtful iteration today.
π @hackernewsgithubprojects
Supercharge Your AI Image Generation with InterleaveThinker
Ever wish your AI image generator could plan and critique its own creative process? Meet InterleaveThinker, a cutting-edge multi-agent pipeline that adds sophisticated reasoning to any existing image generation model. By using a specialized planner to organize sequences and a critic agent to identify errors, it enables complex, multi-step visual narratives and task annotations. It even includes training datasets and a reinforcement learning framework to refine instruction accuracy, helping you achieve impressive, high-quality results for challenging visual tasks. If you want to push the boundaries of what your AI can create, give your models the power of thoughtful iteration today.
π @hackernewsgithubprojects
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π¦ samvallad33/vestige
Give Your AI a Real Memory with Vestige
Does your AI forget project details the moment you start a new session? Meet Vestige, a local cognitive memory system designed to help your AI agents remember what actually matters. Instead of basic data storage, it uses neuroscience-inspired techniques like FSRS-6 spaced repetition, spreading activation, and memory dreaming to manage information just like a human brain. It runs as a single, efficient Rust binary and integrates directly with tools like Claude, Cursor, and Xcode. You can even visualize your AI's evolving knowledge through a real-time 3D dashboard. Stop dealing with amnesiac agents and start building smarter, persistent workflows today.
π @hackernewsgithubprojects
Give Your AI a Real Memory with Vestige
Does your AI forget project details the moment you start a new session? Meet Vestige, a local cognitive memory system designed to help your AI agents remember what actually matters. Instead of basic data storage, it uses neuroscience-inspired techniques like FSRS-6 spaced repetition, spreading activation, and memory dreaming to manage information just like a human brain. It runs as a single, efficient Rust binary and integrates directly with tools like Claude, Cursor, and Xcode. You can even visualize your AI's evolving knowledge through a real-time 3D dashboard. Stop dealing with amnesiac agents and start building smarter, persistent workflows today.
π @hackernewsgithubprojects
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π¦ dimartarmizi/omnicloud
Manage All Your Cloud Storage In One Place With OmniCloud
Tired of jumping between multiple cloud storage accounts just to find your files? OmniCloud solves this by acting as a powerful full-stack aggregation platform that brings all your storage providers into one consistent workspace. Whether you use Google Drive, OneDrive, Dropbox, or S3-compatible storage, this tool lets you browse, upload, and manage files seamlessly from a single dashboard. With features like drag-and-drop uploads, real-time progress tracking, and smart storage allocation strategies, it simplifies your digital life significantly. Stop juggling browser tabs and take control of your data by centralizing your cloud ecosystem today with this efficient open-source project.
π @hackernewsgithubprojects
Manage All Your Cloud Storage In One Place With OmniCloud
Tired of jumping between multiple cloud storage accounts just to find your files? OmniCloud solves this by acting as a powerful full-stack aggregation platform that brings all your storage providers into one consistent workspace. Whether you use Google Drive, OneDrive, Dropbox, or S3-compatible storage, this tool lets you browse, upload, and manage files seamlessly from a single dashboard. With features like drag-and-drop uploads, real-time progress tracking, and smart storage allocation strategies, it simplifies your digital life significantly. Stop juggling browser tabs and take control of your data by centralizing your cloud ecosystem today with this efficient open-source project.
π @hackernewsgithubprojects
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π¦ merserk/comfyui-pid
Upgrade Your ComfyUI Workflow with NVIDIA PiD
Stop settling for blurry AI outputs and start decoding your images with professional precision using NVIDIA PiD. This custom ComfyUI node brings the power of Pixel Diffusion Decoders directly into your creative pipeline, allowing you to turn low-resolution latents into sharp, detailed four-K images. By replacing traditional VAE decoding with a fast, four-step generative process, it natively handles complex upscaling without needing separate, heavy models. Whether you are working with Flux, SD3, or other compatible backbones, this toolkit provides a staged workflow to prepare, sample, and finalize your art with ease. Unlock superior image quality and transform your generation speed today.
π @hackernewsgithubprojects
Upgrade Your ComfyUI Workflow with NVIDIA PiD
Stop settling for blurry AI outputs and start decoding your images with professional precision using NVIDIA PiD. This custom ComfyUI node brings the power of Pixel Diffusion Decoders directly into your creative pipeline, allowing you to turn low-resolution latents into sharp, detailed four-K images. By replacing traditional VAE decoding with a fast, four-step generative process, it natively handles complex upscaling without needing separate, heavy models. Whether you are working with Flux, SD3, or other compatible backbones, this toolkit provides a staged workflow to prepare, sample, and finalize your art with ease. Unlock superior image quality and transform your generation speed today.
π @hackernewsgithubprojects
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π¦ ah4ddd/ascii-vision
Turn Any Image into Stunning ASCII Art!
Ever wanted to turn your photos into cool text-based art? This project is an advanced image-to-ASCII engine that transforms images into vibrant character-based visuals right in your browser. You can upload any photo and instantly apply different rendering modes like neon, scanline, or classic symbols. It even supports multiple languages, allowing you to use diverse Unicode glyph sets beyond standard keyboard characters. With built-in tools for adjusting contrast, brightness, and color palettes, you can fine-tune every detail before exporting your masterpiece as a text file or a high-quality image. Try it out to create your own unique digital art.
π @hackernewsgithubprojects
Turn Any Image into Stunning ASCII Art!
Ever wanted to turn your photos into cool text-based art? This project is an advanced image-to-ASCII engine that transforms images into vibrant character-based visuals right in your browser. You can upload any photo and instantly apply different rendering modes like neon, scanline, or classic symbols. It even supports multiple languages, allowing you to use diverse Unicode glyph sets beyond standard keyboard characters. With built-in tools for adjusting contrast, brightness, and color palettes, you can fine-tune every detail before exporting your masterpiece as a text file or a high-quality image. Try it out to create your own unique digital art.
π @hackernewsgithubprojects
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π¦ bryanyzhu/agentic-ai-system-course
Master AI Agents: The Ultimate Developer's Skeleton Course
Want to move beyond simple prompts and start building production-grade AI agents? This unique course provides the essential architecture you need to design autonomous systems that plan, use tools, and maintain memory. Instead of forcing you into a single framework, it functions as a flexible skeleton that you build upon with your own AI partner. Whether you are creating a coding assistant or a research tool, you will master patterns like multi-agent delegation, human-in-the-loop workflows, and robust memory management. Stop building in the dark and start engineering agents that actually work by learning to ask the right questions.
π @hackernewsgithubprojects
Master AI Agents: The Ultimate Developer's Skeleton Course
Want to move beyond simple prompts and start building production-grade AI agents? This unique course provides the essential architecture you need to design autonomous systems that plan, use tools, and maintain memory. Instead of forcing you into a single framework, it functions as a flexible skeleton that you build upon with your own AI partner. Whether you are creating a coding assistant or a research tool, you will master patterns like multi-agent delegation, human-in-the-loop workflows, and robust memory management. Stop building in the dark and start engineering agents that actually work by learning to ask the right questions.
π @hackernewsgithubprojects
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π¦ jqtangust/robust-u1
Can AI Fix Blurry Photos? Meet Robust-U1!
Ever wonder if AI could actually fix corrupted images instead of just guessing what they might be? Meet Robust-U1, an innovative model featured at ICML 2026 that changes the game for visual understanding. While traditional tools struggle with image degradation, this unified model goes a step further by self-recovering pixel-level details before performing its analysis. By utilizing a specialized three-stage training pipeline involving supervised fine-tuning and reinforcement learning, it bridges the gap between broken inputs and reliable insights. Dive into this project to see how it masters the art of visual self-recovery and robust reasoning for yourself today.
π @hackernewsgithubprojects
Can AI Fix Blurry Photos? Meet Robust-U1!
Ever wonder if AI could actually fix corrupted images instead of just guessing what they might be? Meet Robust-U1, an innovative model featured at ICML 2026 that changes the game for visual understanding. While traditional tools struggle with image degradation, this unified model goes a step further by self-recovering pixel-level details before performing its analysis. By utilizing a specialized three-stage training pipeline involving supervised fine-tuning and reinforcement learning, it bridges the gap between broken inputs and reliable insights. Dive into this project to see how it masters the art of visual self-recovery and robust reasoning for yourself today.
π @hackernewsgithubprojects
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π¦ pocketpaw/pocketpaw
Build Your Own Private AI Agent Today
Are you tired of AI tools that compromise your privacy or lock you into their ecosystem? This project offers a powerful solution by letting you host your own personal AI agent right on your machine. With a simple desktop installer, it creates a secure command center where you can integrate models from providers like OpenAI, Anthropic, or even run local instances through Ollama. It features a multi-agent orchestration system and rigorous seven-layer security, ensuring your data remains yours alone. Take full control of your automation tasks and reclaim your productivity by building a truly private, self-hosted AI workspace today.
π @hackernewsgithubprojects
Build Your Own Private AI Agent Today
Are you tired of AI tools that compromise your privacy or lock you into their ecosystem? This project offers a powerful solution by letting you host your own personal AI agent right on your machine. With a simple desktop installer, it creates a secure command center where you can integrate models from providers like OpenAI, Anthropic, or even run local instances through Ollama. It features a multi-agent orchestration system and rigorous seven-layer security, ensuring your data remains yours alone. Take full control of your automation tasks and reclaim your productivity by building a truly private, self-hosted AI workspace today.
π @hackernewsgithubprojects
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π¦ dl1683/irys-stateful-swarms
AI Agents That Remember: The Stateful Swarm Revolution
Most AI systems are trapped in a cycle of forgetting, wasting money by relearning the same information for every single task. Irys-stateful-swarms breaks this cycle by replacing disposable, stateless reasoning with persistent, structured analytical state. Instead of starting from scratch, it coordinates multiple agents using a shared blackboard that preserves every observation and calculation with full source attribution. This architecture turns affordable models into top-tier performers, hitting over seventeen percent on complex legal benchmarks at a fraction of the usual cost. It proves that superior performance comes from a smarter system architecture rather than just using more expensive models.
π @hackernewsgithubprojects
AI Agents That Remember: The Stateful Swarm Revolution
Most AI systems are trapped in a cycle of forgetting, wasting money by relearning the same information for every single task. Irys-stateful-swarms breaks this cycle by replacing disposable, stateless reasoning with persistent, structured analytical state. Instead of starting from scratch, it coordinates multiple agents using a shared blackboard that preserves every observation and calculation with full source attribution. This architecture turns affordable models into top-tier performers, hitting over seventeen percent on complex legal benchmarks at a fraction of the usual cost. It proves that superior performance comes from a smarter system architecture rather than just using more expensive models.
π @hackernewsgithubprojects