Github Top Repositories

🚀 Meet usestrix/strix: a gem from today's GitHub trending list. 🔗 https://github.com/usestrix/strix 📝 Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. ────────────────────────────── Introducing Strix, the open-source AI pentesting tool that acts like a real hacker to find and fix your app's vulnerabilities. With autonomous AI agents that collaborate and scale, Strix offers a full pentesting toolkit for reconnaissance, exploitation, and validation. Its key features include multi-agent orchestration, real exploit validation, and a developer-first CLI for actionable findings and remediation guidance. Strix is designed for developers and security teams who need fast and accurate security testing without the overhead of manual pentesting or false positives from static analysis tools. It supports various use cases, including application security testing, rapid penetration testing, bug bounty automation, and CI/CD integration. To get started with Strix, you'll need Docker and an LLM API key from a supported provider. You can then install Strix using a simple script and run your first security assessment with a few commands. Strix also offers a cloud-based platform with features like validated findings, one-click autofix, and continuous pentesting. Its technical highlights include a comprehensive offensive security toolkit, multi-agent orchestration, and a custom exploit runtime. Whether you're a developer, security engineer, or pentester, Strix is a powerful tool for identifying and fixing vulnerabilities in your applications. So why wait? Join the Strix community today and start securing your apps like a pro! Strix: Autonomous AI pentesting that finds vulnerabilities before hackers do. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

📌 Spotted on GitHub Trending: msitarzewski/agency-agents — let's break it down. 🔗 https://github.com/msitarzewski/agency-agents 📝 A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. ────────────────────────────── Welcome to The Agency, a collection of AI agent personalities that can transform your workflow. The Agency is a growing roster of specialized experts, each with a unique personality, communication style, and approach. You can install the app for macOS, Linux, or Windows, which allows you to browse and install agents into various tools like Claude Code, Cursor, and Codex. Alternatively, you can use scripts to install agents or reference them manually. The Agency includes divisions such as Engineering and Design, with agents like Frontend Developer, UI Designer, and AI Engineer. These agents are production-ready and can help you with tasks like building modern web apps, designing interfaces, and deploying machine learning models. The Agency is open-source and community-driven, with a MIT license and a welcoming community that encourages contributions and feedback. Join The Agency today and start building your dream team of AI specialists! With The Agency, you can assemble your dream team, except they're AI specialists who never sleep, never complain, and always deliver. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into Robbyant/lingbot-map — fresh off the trending list. 🔗 https://github.com/Robbyant/lingbot-map 📝 A feed-forward 3D foundation model for reconstructing scenes from streaming data ────────────────────────────── Meet LingBot-Map, a cutting-edge 3D foundation model for streaming 3D reconstruction. This innovative model focuses on geometric context transformer architecture, which unifies coordinate grounding, dense geometric cues, and long-range drift correction. It achieves high-efficiency streaming inference with a feed-forward architecture and paged KV cache attention, enabling stable inference at ~20 FPS. LingBot-Map boasts state-of-the-art reconstruction performance on diverse benchmarks, outperforming existing streaming and iterative optimization-based approaches. To get started, create a conda environment, install PyTorch and the lingbot-map package, and download the model from HuggingFace or ModelScope. You can then run the interactive demo.py for 3D visualization or use the offline rendering pipeline for long-sequence batch rendering. LingBot-Map is perfect for researchers, developers, and enthusiasts in the field of computer vision and 3D reconstruction. With its easy-to-use interface and extensive documentation, you can easily integrate this model into your projects. In a nutshell, LingBot-Map is a game-changer for 3D reconstruction - streamline your workflow and unlock new possibilities with this powerful tool! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

💡 obra/superpowers just hit the trending charts — here's why it matters. 🔗 https://github.com/obra/superpowers 📝 An agentic skills framework & software development methodology that works. ────────────────────────────── Superpowers is a software development methodology that empowers coding agents with a set of composable skills, streamlining the development process. Its key features include brainstorming, test-driven development, and subagent-driven development, which enable agents to work autonomously for extended periods. To use Superpowers, simply install it as a plugin for your preferred coding agent, such as Claude Code, Antigravity, or Codex App. The installation process varies depending on the agent, but detailed instructions are provided in the README. From a technical standpoint, Superpowers utilizes a skills library that includes testing, debugging, collaboration, and meta skills. The skills are designed to be agent-agnostic, allowing for seamless integration with various coding agents. Superpowers is designed for developers and teams looking to enhance their coding agents' capabilities. Whether you're working on a personal project or an enterprise-level application, Superpowers can help you streamline your development process. In summary, Superpowers is a powerful tool that can revolutionize the way you develop software with coding agents. With its robust features, ease of use, and agent-agnostic design, Superpowers is an essential addition to any development workflow. The future of coding is here: agents just got a whole lot smarter. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

Leave Your Mark on History! I still remember the feeling when I saw my name etched among the elite on the Wall of a Million Names. 🌟 Imagine securing your own legacy for just 150 Stars. 🌍 Here’s why you should take the plunge: - 🏆 Join a competitive leaderboard and battle for the King of the Hill title! - 🎟️ Earn bonus points by inviting friends - the more, the merrier! - 📜 Get a personalized certificate card to commemorate your spot forever. Don’t let this chance slip away-make your mark and stay on the wall for eternity! 👑 Be part of the ultimate digital prestige with just a single payment. Ready to step into history? 👉 Claim your spot now! #ad 📢 InsideAd

🔍 Deep-diving into HKUDS/Vibe-Trading — fresh off the trending list. 🔗 https://github.com/HKUDS/Vibe-Trading 📝 "Vibe-Trading: Your Personal Trading Agent" ────────────────────────────── Vibe-Trading is a personal trading agent that empowers you with comprehensive trading capabilities. It's built with Python 3.11+, FastAPI for the backend, and React 19 for the frontend. This project is available on PyPI and licensed under MIT. The key features of Vibe-Trading include a Shadow Account for rule extraction and code generation, a Research Autopilot loop for hypothesis-driven trading, and layered attribution for backtest analysis. It also supports multiple message adapters like Telegram, Slack, and Discord for seamless communication. Vibe-Trading is designed for traders, researchers, and developers who want to automate their trading strategies and backtest their ideas. With its extensive documentation and active community, it's easy to get started and stay up-to-date with the latest developments. In short, Vibe-Trading is your one-stop solution for automated trading, and with its cutting-edge features, it's set to revolutionize the trading landscape - Automate your trades, elevate your portfolio! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

📌 Spotted on GitHub Trending: facebook/astryx — let's break it down. 🔗 https://github.com/facebook/astryx 📝 An open source design system that's fully customizable and agent ready ────────────────────────────── Astryx is an open-source design system built on React and StyleX, providing a fully customizable and accessible solution for building cohesive interfaces. It ships with 150+ components, brand-level theming, and a CLI, making it easy to get started. The key features of Astryx include open internals, no styling lock-in, and customization without wrapping. To get started, you can install Astryx using npm, pnpm, or yarn, and then use the CLI to access component documentation, templates, and themes. Astryx is designed for both humans and AI assistants, with a focus on guidance over enforcement, strong conventions, and a single system for all builders. Astryx is perfect for developers, designers, and product teams looking for a robust and customizable design system. One-liner takeaway: With Astryx, you can build cohesive and accessible interfaces with ease, and make your design unmistakably yours! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

⚡ microsoft/AI-For-Beginners is making waves. Here's the full picture. 🔗 https://github.com/microsoft/AI-For-Beginners 📝 12 Weeks, 24 Lessons, AI for All! ────────────────────────────── The AI-For-Beginners GitHub repository is a fantastic resource for those new to Artificial Intelligence (AI). This 12-week, 24-lesson curriculum is designed to be beginner-friendly, covering topics like TensorFlow and PyTorch, as well as ethics in AI. The repository includes practical lessons, quizzes, and labs, making it an excellent starting point for anyone interested in AI. One of the key features of this repository is its multi-language support, with translations available in over 50 languages. The curriculum covers various approaches to AI, including symbolic AI, neural networks, and deep learning. It also touches on less popular AI approaches like genetic algorithms and multi-agent systems. To get started, you can clone the repository locally, and the developers have provided a git command to do so without downloading the translations, which significantly reduces the download size:

git clone --filter=blob:none --sparse https://github.com/microsoft/AI-For-Beginners.git
cd AI-For-Beginners
git sparse-checkout set --no-cone '/*' '!translations' '!translated_images'

The repository has an active community, with a Microsoft Foundry Discord server available for discussion and support. Overall, the AI-For-Beginners repository is an excellent resource for anyone looking to dive into the world of AI, and with its comprehensive curriculum and multi-language support, it's an ideal starting point for beginners - so, what are you waiting for, dive into AI today! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔥 simplex-chat/simplex-chat is trending — and it deserves your attention. 🔗 https://github.com/simplex-chat/simplex-chat 📝 SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱! ────────────────────────────── SimpleX Chat is a revolutionary messaging platform that prioritizes user privacy above all else. By design, it has no user identifiers of any kind, ensuring that your messages and metadata are completely protected. The platform features double ratchet end-to-end encryption with an additional encryption layer for extra security. You can use SimpleX Chat on mobile apps for Android and iOS, or as a terminal app on Linux, MacOS, and Windows. To get started, simply install the app, connect with the team or join user groups, and make a private connection with friends by sharing a link or scanning a QR code. The project is open to contributions, and you can help with translations, developing features, or creating chat bots. SimpleX Chat is available in multiple languages, thanks to the efforts of its community of translators. The key takeaway: SimpleX Chat is the ultimate private messaging platform, and with its robust security features and open-source design, it's an attractive choice for anyone looking to protect their online communications - take back control of your digital privacy with SimpleX Chat. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

📌 Spotted on GitHub Trending: ogulcancelik/herdr — let's break it down. 🔗 https://github.com/ogulcancelik/herdr 📝 agent multiplexer that lives in your terminal. ────────────────────────────── Herdr is a terminal-based tool that allows you to run multiple coding agents in a single terminal, providing a unified view of their status. With herdr, you can see which agents are blocked, working, or done at a glance. It provides a real terminal per agent, allowing full-screen TUIs to render correctly. herdr also supports workspaces, tabs, and panes, making it easy to organize your agents. The tool is highly customizable, with a local socket API and CLI that agents can use to drive herdr. It also supports plugins written in any language. Herdr runs anywhere, including Linux, macOS, and Windows (in beta), and can be accessed remotely over SSH. One of the key features of herdr is its ability to keep agents running even when the terminal is closed. This allows you to detach and reattach to the terminal from any device, including your phone. herdr also supports mouse-native interactions, making it easy to use without needing to learn complex keyboard shortcuts. The tool is designed to be lightweight and efficient, with a single 10MB Rust binary that can be installed using a variety of methods, including curl and brew. Herdr is also highly scriptable, with a local socket API and CLI that can be used to automate tasks. Whether you're a developer or a power user, herdr is a powerful tool that can help you manage multiple coding agents with ease. With its customizable interface, lightweight design, and robust feature set, herdr is a must-have for anyone looking to streamline their workflow. Herdr simplifies coding agent management - try it today! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🚀 Meet roboflow/supervision: a gem from today's GitHub trending list. 🔗 https://github.com/roboflow/supervision 📝 We write your reusable computer vision tools. 💜 ────────────────────────────── The roboflow/supervision GitHub repository is a powerful tool for building computer vision applications. Its purpose is to provide a set of reusable and customizable components for tasks such as object detection, tracking, and annotation. The repository offers a range of key features, including model-agnostic detection, annotation tools, and dataset utilities. To get started with supervision, you can install it using pip install supervision. The repository provides a quickstart guide that covers the basics of using the library, including loading models, making predictions, and visualizing results. Some of the technical highlights of supervision include its support for popular libraries like Ultralytics and Transformers, as well as its ability to handle large datasets and perform tasks like data augmentation and splitting. The supervision library is designed to be user-friendly and accessible to developers of all levels. It provides a range of tutorials and guides to help you get started, including how-to guides, end-to-end examples, and a cheatsheet. Whether you're a data scientist, machine learning engineer, or computer vision researcher, supervision has something to offer. Its flexible and customizable architecture makes it an ideal choice for a wide range of applications, from object detection and tracking to image segmentation and classification. In short, supervision is a game-changer for computer vision development - with its help, you can build, deploy, and scale your computer vision applications faster and more reliably than ever before. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🌟 google/agents-cli caught my eye on GitHub Trending today. 🔗 https://github.com/google/agents-cli 📝 The CLI and skills that turn any coding assistant into an expert at creating, evaluating, and deploying AI agents on Google Cloud. ────────────────────────────── Introducing agents-cli, a powerful tool that empowers your coding assistant to build, deploy, and manage agents on Google Cloud. The agents-cli provides a set of skills and commands that enable your coding agent to handle tasks such as project scaffolding, evaluation, deployment, and publishing. Key features include seamless integration with popular coding agents like Antigravity CLI, Claude Code, and Codex, as well as support for various Google Cloud services like Cloud Run, GKE, and Cloud Functions. The agents-cli also offers a range of commands for tasks like creating new agent projects, running evaluations, and deploying agents to Google Cloud. Technical highlights of the agents-cli include its architecture, which is built on top of the Google Cloud agent stack, and its support for various programming languages like Python. The tool also provides a range of skills that can be installed and used with coding agents, making it easier to build and deploy agents. The agents-cli is designed for developers and researchers who want to build and deploy agents on Google Cloud. Whether you're a seasoned developer or just starting out, the agents-cli provides a powerful toolset for building and managing agents. To get started with agents-cli, simply install it using uvx google-agents-cli setup or npx skills add google/agents-cli, then launch your coding agent and start building your first agent. With agents-cli, you can unlock the full potential of your coding assistant and take your agent-building skills to the next level - revolutionize your workflow with agents-cli, and deploy like a pro! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🚀 Meet ripienaar/free-for-dev: a gem from today's GitHub trending list. 🔗 https://github.com/ripienaar/free-for-dev 📝 A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev ────────────────────────────── The ripienaar/free-for-dev GitHub repository is a comprehensive list of software and services offering free tiers, tailored for infrastructure developers and DevOps practitioners. With contributions from over 1600 people, this list includes free services from major cloud providers like Google Cloud, Amazon Web Services, Microsoft Azure, Oracle Cloud, and IBM Cloud. Key features include: - always-free limits for cloud providers - free tiers for various services like APIs, data and ML, artifact repos, and more - cloud management solutions and CI/CD tools To use, simply browse the README file and explore the different categories. The repository is opinionated, focusing on services relevant to infrastructure developers. Technically, the list is curated through Pull Requests and reviews. The services included must offer a free tier, not just a trial, with at least a year of free usage if time-bucketed. This repository is ideal for developers, DevOps practitioners, and system administrators looking to leverage free services for their projects. In short, ripienaar/free-for-dev is a treasure trove of free services for developers - explore it and supercharge your projects today! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe