📦 rlops/rlix

Stop Wasting GPU Time on RL Experiments

Are your expensive GPUs sitting idle while your reinforcement learning experiments crawl? Many LLM projects suffer from long-tail training bottlenecks where compute resources are severely underutilized. Enter this project, a clever control plane designed for concurrent reinforcement learning on shared GPUs. It solves the fragmentation problem by dynamically scaling rollout workers across your existing cluster capacity, shifting resources to where they are needed most. Whether using full fine-tuning or multi-LoRA adapters, this system maximizes throughput without changing your underlying training logic. Stop waiting on stragglers and start pushing your research forward with smarter, automated GPU resource management today.

📰 https://news.ycombinator.com/item?id=47912839

🆔 @hackernewsgithubprojects

📦 dirac-run/dirac

Slash Your AI Coding Costs by Over 50 Percent

Are you tired of skyrocketing API bills every time you use an AI coding assistant? Meet Dirac, the open-source coding agent built to prioritize extreme efficiency. By focusing on smart context curation, Dirac slashes API costs by more than fifty percent compared to typical alternatives while actually improving your code quality. It uses advanced techniques like hash-anchored edits for precision and AST manipulation for structural integrity, allowing it to perform complex, multi-file tasks in fewer steps. If you want a faster, more reliable, and budget-friendly coding partner, start using Dirac to supercharge your development workflow today.

📰 https://news.ycombinator.com/item?id=47702588

🆔 @hackernewsgithubprojects

📦 dedsec1121fk/dedsec

Master Termux with the DedSec Educational Toolkit

Want to transform your Android device into a powerhouse for learning cybersecurity? The DedSec project is an expansive educational toolkit designed specifically for Termux that organizes dozens of powerful scripts and utilities into one accessible environment. It simplifies complex tasks by providing specialized tools for network discovery, file analysis, and security awareness, all while running directly on your phone. Whether you are automating developer workflows or learning how modern security testing functions in a controlled space, this project keeps everything structured and easy to manage. Explore this toolkit today to start building your own mobile testing lab.

🆔 @hackernewsgithubprojects

📦 andrehuang/research-companion

Supercharge Your Research with AI Agents

Are you tired of feeling lost in a sea of academic papers and vague project ideas? Research Companion is a powerful toolkit designed specifically for Claude Code that turns your workflow into a strategic powerhouse. Instead of just helping you write, these specialized AI agents handle the heavy lifting of evaluating your ideas, performing project triage, and guiding you through structured brainstorming sessions. By acting as a critical thinking partner, this repository helps you determine which research paths are actually worth pursuing. It is the perfect way to sharpen your focus and finally bring clarity to your most ambitious research projects.

🆔 @hackernewsgithubprojects

📦 agno-agi/dash

Build Smarter Data Agents with Dash

Are you tired of AI data agents that struggle with complex business context and keep making the same mistakes? Meet Dash, a powerful self-learning data agent built on robust systems engineering principles. Instead of just guessing, it grounds every answer in six layers of context, including your specific business rules and table schemas. The best part is its self-learning loop, which automatically diagnoses errors and saves fixes so the system gets smarter with every query. By separating raw company data from agent-managed insights, it provides reliable, actionable analysis. Stop repeating yourself and start using a truly intelligent data partner.

📰 https://news.ycombinator.com/item?id=47916258

🆔 @hackernewsgithubprojects

📦 drio/unixmagic

Decoding the Iconic Unix Magic Poster

Have you ever wondered about the secrets hidden behind the legendary Unix poster that defined a generation of computing? This fascinating project brings that classic design back to life by meticulously capturing every technical detail and command flow into a modern digital format. By recreating the intricate system calls and architecture diagrams found in the original artwork, it solves the challenge of preserving vintage technical history in a readable, interactive way. Whether you are a fan of retro operating systems or just love clever terminal engineering, exploring this repository is a perfect way to celebrate the foundational roots of today.

📰 https://news.ycombinator.com/item?id=47916769

🆔 @hackernewsgithubprojects

📦 sachitrafa/yourmemory

Stop Your AI from Forgetting: Meet YourMemory

Tired of your AI assistant forgetting everything the moment you close the chat? Meet YourMemory, a breakthrough tool that gives AI a persistent, human-like memory. Instead of hoarding every conversation, it uses the Ebbinghaus forgetting curve to let unimportant details fade while keeping crucial context sharp. By combining vector search with a knowledge graph, YourMemory retrieves exactly what matters, significantly boosting recall accuracy. It is a simple, local-first solution that installs in two commands and works seamlessly with your favorite tools. Stop re-teaching your AI and let it learn with you today.

📰 https://news.ycombinator.com/item?id=47914367

🆔 @hackernewsgithubprojects

📦 mattpocock/skills

Supercharge Your AI Coding Workflow

Are you tired of AI writing code that just does not fit your engineering standards? Meet a collection of professional agent skills designed for real software engineers. This repository brings modular expertise straight from production environments into your development workflow. Whether you need to generate a structured product requirements document from a conversation, perform disciplined test-driven development, or enforce strict git guardrails to protect your codebase, these tools have you covered. They turn your AI assistant into a proactive partner that understands domain language and architecture. Start automating your engineering rigour today and build better software with every single prompt.

🆔 @hackernewsgithubprojects

📦 ebrandi/fdd-book

Master FreeBSD Device Driver Development from Scratch

Ever wanted to write your own kernel code but felt intimidated by the complexity of operating systems. This incredible repository hosts a complete, hands-on book that turns beginners into kernel pros by guiding you through building and debugging actual FreeBSD device drivers. Instead of just theory, you follow a practical curriculum that covers everything from foundational C programming to complex topics like PCI, interrupts, and DMA. By developing a single driver that evolves chapter by chapter, you gain real-world muscle memory and the confidence to contribute your own code back to the FreeBSD project. Start your kernel journey today.

📰 https://news.ycombinator.com/item?id=47915632

🆔 @hackernewsgithubprojects

📦 mempalace/mempalace

The Best Free AI Memory System You Need to Know

Stop letting your AI models forget everything the moment a conversation ends. MemPalace is a powerful open source memory system designed to give your intelligent agents a long term brain. By providing highly efficient storage and retrieval capabilities, it solves the persistent issue of context loss, allowing your AI to reference past interactions seamlessly. It excels through rigorous benchmarking and high performance optimization, ensuring your applications remain both fast and reliable. Whether you are building complex chatbots or personal assistants, this tool is a game changer for creating truly persistent intelligence. Dive into MemPalace today and finally give your AI a memory.

📰 https://news.ycombinator.com/item?id=47918225

🆔 @hackernewsgithubprojects

📦 vladikk/modularity

Stop Architectural Spaghetti: The Modularity Plugin for Claude Code

Stop letting your code turn into a tangled mess of spaghetti. Meet the Modularity plugin for Claude Code, a powerful tool designed to keep your software architecture clean and sustainable. By applying the Balanced Coupling model, this plugin analyzes your existing codebase to identify hidden coupling issues or helps you design modular systems from scratch based on your functional requirements. Whether you are pinpointing where your components are leaking knowledge or generating concrete integration contracts, it provides actionable insights to prevent technical debt. Stop fighting your own code and start building with structural clarity today.

📰 https://news.ycombinator.com/item?id=47918374

🆔 @hackernewsgithubprojects

📦 machinarii/hypervibe

Code with Your Remote: Hypervibe Explained

Imagine coding an entire project using nothing but your Apple TV remote while kicking back on the couch. That is exactly what Hypervibe makes possible by turning your remote into a one-handed productivity tool. This clever project maps custom buttons and touch gestures directly to your development workflow, letting you trigger commands or execute scripts without touching your keyboard. It solves the problem of needing a cluttered desk to stay productive, offering a minimalist, relaxed way to write code. Whether you want to streamline your setup or just experiment with unconventional hardware, Hypervibe brings a whole new vibe to your programming experience.

📰 https://news.ycombinator.com/item?id=47895879

🆔 @hackernewsgithubprojects

📦 pgbackrest/pgbackrest

Master Your PostgreSQL Backups with pgBackRest

Is managing your database backups becoming a total nightmare? Meet pgBackRest, the ultimate tool designed to handle PostgreSQL backups and restores with total reliability. Whether you are dealing with massive datasets or complex enterprise workloads, this solution streamlines the entire process. It excels by using parallel processing and advanced compression algorithms to keep performance high and storage costs low. You can easily manage full, differential, or even block-level incremental backups to save precious time. Plus, with built-in support for cloud object storage and encryption, your data stays both safe and accessible. Start protecting your database infrastructure like a pro today.

📰 https://news.ycombinator.com/item?id=47919634

🆔 @hackernewsgithubprojects

📦 foldergram/foldergram

Turn Your Local Photo Folders Into A Beautiful Instagram Feed

Tired of digging through messy desktop folders to find your favorite memories? Meet Foldergram, a clever self-hosted application that transforms your local media collection into a sleek, Instagram-style gallery. It maps your filesystem to automatically generate a beautiful feed, complete with profiles for each folder and an immersive video reel viewer. By using SQLite for fast indexing and automatic derivative generation for smooth scrolling, it turns static storage into an interactive experience. Whether you want to rediscover old photos or browse videos with a modern interface, Foldergram gives you complete control over your library. Give your files the upgrade they deserve.

📰 https://news.ycombinator.com/item?id=47919647

🆔 @hackernewsgithubprojects

📦 lotsoftick/openclaw_client

Take Control of Your AI Agents with OpenClaw Web Client

Have you ever wanted a clean, professional way to manage your AI agents directly from your browser? OpenClaw Client is an impressive web-based interface that transforms how you interact with AI. It provides a sleek, modern dashboard where you can manage multiple agents, handle file uploads for context-aware responses, and even track the live thinking process of your models. Built with React and designed to run like a native desktop app, it allows you to organize your conversations effortlessly. It is the perfect tool for developers who want a powerful, local-first control center for their AI workflows today.

📰 https://news.ycombinator.com/item?id=47919707

🆔 @hackernewsgithubprojects

📦 notashelf/watt

Take Control of Your Linux CPU Power

Are you tired of your Linux laptop battery draining way too fast while you work? Meet a powerful new utility designed to give you total command over your processor. This tool lets you easily adjust CPU frequency and power management settings directly from your terminal, solving performance bottlenecks and saving precious battery life. It offers granular control, allowing you to cap clock speeds or optimize energy profiles based on your specific needs. It is a fantastic way to squeeze every bit of efficiency out of your hardware. Download it today to finally master your system energy usage and experience true performance.

📰 https://news.ycombinator.com/item?id=47919991

🆔 @hackernewsgithubprojects

📦 seanfdz/macmind

AI Running on a 1989 Macintosh!

Ever wonder if artificial intelligence is actually magic or just pure math? Meet a fully functional transformer neural network running entirely inside HyperCard on a vintage Macintosh. This incredible project proves that the same deep learning concepts powering modern giants like GPT actually function on hardware from 1987. With over one thousand weights managed in simple text fields, it performs embeddings, self-attention, and backpropagation using only the native HyperTalk language. It is a brilliant way to peek under the hood of AI, showing that intelligence is just logic and numbers. Dive in to demystify how machines learn today.

📰 https://news.ycombinator.com/item?id=47792525

🆔 @hackernewsgithubprojects

📦 henquist/camilladsp

Take Control of Your Audio with CamillaDSP

Stop settling for mediocre sound and take full control of your audio chain with this powerful digital signal processing engine. CamillaDSP acts as a flexible bridge for your speakers, allowing you to implement precise crossovers and sophisticated room correction through both IIR and FIR filters. By running these advanced computations directly on your hardware, it solves the problem of phase distortion and frequency response issues in any listening space. Whether you are building a custom crossover or fine-tuning your acoustics, this tool delivers professional grade precision. Download it today to transform your setup into a true high fidelity experience.

📰 https://news.ycombinator.com/item?id=47921606

🆔 @hackernewsgithubprojects

📦 itayinbarr/little-coder

Coding Agents for Small Models

Want to run a powerful coding agent on your own machine without relying on massive cloud models? This repository is a toolkit designed specifically to optimize smaller language models for complex programming tasks. By using clever scaffolding techniques like per-turn skill injection, a thinking budget cap, and a quality monitor that catches hallucinations, it helps compact models punch way above their weight. Whether you are automating routine coding exercises or tackling larger benchmarks, this setup transforms efficient local models into highly capable development assistants. Give your local hardware a serious boost and start building smarter code today.

📰 https://news.ycombinator.com/item?id=47922928

🆔 @hackernewsgithubprojects

📦 deepseek-ai/tilekernels

Supercharge Your GPU Kernels with TileKernels

Ever wonder how to make your GPU code run lightning fast without losing your sanity. Meet TileKernels, a powerful library built on TileLang that simplifies high-performance kernel development. Instead of wrestling with complex low-level optimizations, this tool provides a structured, modular way to write efficient kernels directly for hardware. By using advanced tiling strategies and memory management, it solves the nightmare of manual optimization while keeping performance at its peak. Whether you are scaling deep learning models or accelerating compute-heavy tasks, TileKernels is a game changer for developers. Give your projects the speed boost they deserve and start optimizing smarter today.

📰 https://news.ycombinator.com/item?id=47923874

🆔 @hackernewsgithubprojects