⚡ 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!
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The microsoft/AI-For-Beginners repo is a 12-week, 24-lesson curriculum that introduces the world of Artificial Intelligence (AI) in a beginner-friendly way. It covers tools like TensorFlow and PyTorch, as well as ethics in AI. The curriculum includes practical lessons, quizzes, and labs, and is available in over 50 languages.

To get started, you can clone the repository locally, and to speed up the download, you can use sparse checkout to exclude translations. The curriculum is divided into sections, including Introduction to AI, Symbolic AI, and Introduction to Neural Networks.

You'll learn about different approaches to AI, including Knowledge Representation and Neural Networks, and get hands-on experience with popular frameworks. The repo also provides additional resources, including a Mindmap of the Course and links to further learning paths.

Whether you're a student or a professional looking to get started with AI, this curriculum is a great place to begin - and with its extensive language support, it's accessible to learners all around the world.

Dive into the world of AI with microsoft/AI-For-Beginners - your one-stop-shop for AI learning!

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⚡ paperswithbacktest/awesome-systematic-trading is making waves. Here's the full picture.

🔗 https://github.com/paperswithbacktest/awesome-systematic-trading
📝 A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
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The paperswithbacktest/awesome-systematic-trading GitHub repository is a treasure trove for quantitative traders, offering a vast collection of resources to develop and refine systematic trading strategies. With 97 libraries and packages, 40+ strategies, 55 books, 23 videos, and more, this repo is a one-stop-shop for traders of all levels.

Key features include backtesting and live trading frameworks, event-driven and vector-based systems, as well as resources for cryptocurrencies, data science, and machine learning. The repo's Python dominance is evident, with many popular libraries like vnpy, zipline, and backtrader featured prominently.

Technical highlights include the use of Numba for acceleration and pandas for data manipulation. The community can contribute by submitting issues and sharing resources on social media.

This repo is perfect for quantitative traders, data scientists, and financial analysts looking to elevate their trading game. So, dive in and explore the world of systematic trading!

Takeaway: Systematic trading just got a whole lot easier with paperswithbacktest/awesome-systematic-trading - your ultimate resource for quantitative trading success!

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🧠 Channel: https://t.iss.one/GithubRe

🌟 different-ai/openwork caught my eye on GitHub Trending today.

🔗 https://github.com/different-ai/openwork
📝 The open-source alternative to Claude Cowork (powered by opencode)
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OpenWork is a free, open-source desktop app for sharing AI workflows across macOS, Windows, and Linux. It's designed to be an alternative to other platforms like Claude Cowork and Codex. With OpenWork, you can add a single MCP to your existing AI agent, such as Codex, Claude Code, or Cursor, and reuse skills, MCPs, and connected services across different tools, teammates, and machines.

Key features include a dedicated desktop app, an admin interface for managing access and publishing capabilities, and the ability to create and share workflows with coworkers or friends. You can also use OpenWork from within your existing AI agent, without needing to launch the desktop app.

To get started, you can install OpenWork using a simple prompt in your AI agent, which will set up your first workspace and open it for use. You can also add the OpenWork MCP to your agent using codex mcp add openwork or claude mcp add commands.

From a technical perspective, OpenWork provides a remote MCP server URL that can be used with any compatible agent. It also includes tools like search_capabilities and execute_capability to find and run available capabilities.

OpenWork Den is the control plane for managing OpenWork across teams or organizations, allowing you to provision inference at scale, control access, and publish skills and plugins.

The target audience for OpenWork includes individuals and organizations looking to share AI workflows and collaborate on projects.

In short, OpenWork is all about streamlining AI workflow collaboration - and with its open-source approach, it's poised to democratize access to AI capabilities. Unlock the power of AI collaboration with OpenWork!

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🧠 Channel: https://t.iss.one/GithubRe

🎯 WhiskeySockets/Baileys landed on trending. Worth a proper look.

🔗 https://github.com/WhiskeySockets/Baileys
📝 Socket-based TS/JavaScript API for WhatsApp Web
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Baileys is a TypeScript library that lets you interact with the WhatsApp Web API using WebSockets. It's designed to be efficient and doesn't require Selenium or a browser to work. With Baileys, you can send messages, media, and more, and even handle events like message receipts and presence updates. The library is not affiliated with WhatsApp and should be used responsibly.

To get started, you can import makeWASocket from '@whiskeysockets/baileys' and create a socket instance with your preferred configuration. You can then use the socket to authenticate with WhatsApp using a QR code or pairing code.

Baileys has a lot of key features, including support for multi-device and web versions of WhatsApp, and the ability to send and receive messages, media, and other content. The library also provides a range of technical highlights, including automatic caching of group metadata, improved retry systems, and support for decrypting poll votes.

The library is suitable for developers of all levels, from beginners to experienced developers, and is well-documented with a comprehensive wiki and example code.

To use Baileys, simply yarn add @whiskeysockets/baileys and start building your WhatsApp-based application.

One-liner takeaway: Automate your WhatsApp interactions with Baileys, a powerful and efficient TypeScript library that's a game-changer for chatbots and more!

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🧠 Channel: https://t.iss.one/GithubRe

🚀 Meet pascalorg/editor: a gem from today's GitHub trending list.

🔗 https://github.com/pascalorg/editor
📝 Create and share 3D architectural projects.
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The pascalorg/editor is a 3D building editor built with React Three Fiber and WebGPU, designed to provide a seamless editing experience for users. Its key features include a Node system for describing 3D scenes, a Scene State store for managing scene data, and a Scene Registry for fast lookup of Three.js objects. The editor uses a Separation of Concerns approach, with separate packages for core, viewer, editor, and nodes.

To get started with the editor, you can install the required packages using npm install, and then load the built-in plugin using loadPlugin. The editor also provides a range of tools and systems, including WallTool, ZoneTool, and ItemTool, as well as custom camera controls and a spatial grid manager.

The editor is built using a range of technologies, including React 19, Next.js 16, Three.js, and Turborepo. To develop and build the editor, you can use bun install and bun dev to enable hot reload for all packages.

Overall, the pascalorg/editor is a powerful and flexible 3D building editor that provides a range of features and tools for users. Whether you're a developer looking to build a custom plugin or a user looking to create 3D buildings, the editor has something to offer. So why wait? Dive in and start building today - the pascalorg/editor is the ultimate tool for unleashing your creativity and bringing your 3D vision to life!

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🧠 Channel: https://t.iss.one/GithubRe

🔍 Deep-diving into mvanhorn/last30days-skill — fresh off the trending list.

🔗 https://github.com/mvanhorn/last30days-skill
📝 AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
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Introducing /last30days, an AI agent-led search engine that searches people, not editors. This innovative tool scores results by upvotes, likes, and real money, providing a unique perspective on what's currently trending.

Key features include zero-config installation, support for various platforms such as Reddit, X, YouTube, and GitHub, and the ability to search across multiple sources in parallel. The engine synthesizes results into a brief, making it easier to stay informed about the latest developments.

To install /last30days, you can use the following commands:

/plugin marketplace add mvanhorn/last30days-skill
/plugin install last30days

or

npx skills add mvanhorn/last30days-skill -g

Technical highlights include the use of AI agents to judge and rank results, as well as the integration of various data sources, such as Polymarket odds and GitHub commits.

Audience benefits from /last30days include staying up-to-date on the latest news and trends, gaining insights into what people are actually talking about, and making informed decisions based on real-time data.

In a nutshell, /last30days is a game-changer for anyone looking to stay informed and ahead of the curve - it's like having a superpower in your pocket.

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🧠 Channel: https://t.iss.one/GithubRe

🌟 dotnet/aspnetcore caught my eye on GitHub Trending today.

🔗 https://github.com/dotnet/aspnetcore
📝 ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
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The ASP.NET Core GitHub repository offers an open-source and cross-platform framework for building modern, cloud-based applications. Key features include modular components with minimal overhead, allowing for flexible solution construction. To get started, follow the Getting Started instructions. ASP.NET Core apps run on .NET, a free, cross-platform application runtime. You can develop and run your apps on Windows, Mac, and Linux. This repository is ideal for developers looking to build web apps, IoT apps, and mobile backends. With a strong focus on community engagement, you can contribute by trying out daily builds, filing issues, and making pull requests. Build your skills with daily builds, documentation, and community standups. One-liner takeaway: ASP.NET Core empowers you to build cutting-edge, cloud-connected applications that run seamlessly across platforms.

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🧠 Channel: https://t.iss.one/GithubRe

📌 Spotted on GitHub Trending: microsoft/PowerToys — let's break it down.

🔗 https://github.com/microsoft/PowerToys
📝 Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows
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The Microsoft PowerToys is a collection of utilities that help you customize Windows and streamline everyday tasks. With over 30 utilities, you can optimize your Windows experience.

Key features include Advanced Paste, Always on Top, Awake, Color Picker, and more. To get started, you can install PowerToys via GitHub, Microsoft Store, or WinGet.

The PowerToys team welcomes contributions of all types, including coding, spec writing, design, and documentation. They have a Contributor's Guide and developer docs to help you get started.

The PowerToys is for power users who want to get the most out of Windows. With its customizable and extensible features, it's a must-have for anyone looking to streamline their workflow.

In short, PowerToys is a game-changer for Windows users - supercharge your productivity with PowerToys!

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🧠 Channel: https://t.iss.one/GithubRe

🚀 Meet ansible/ansible: a gem from today's GitHub trending list.

🔗 https://github.com/ansible/ansible
📝 Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems.https://docs.ansible.com.
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Ansible is a simple IT automation system that handles configuration management, application deployment, and more. Its key features include a minimal learning curve, agentless architecture, and the ability to describe infrastructure in a human-friendly language. To get started with Ansible, you can install it using pip or a package manager, and then begin using it to automate your IT tasks.

The devel branch of Ansible offers the latest features and fixes, but may be less stable than released versions. The project has a strong focus on security, ease of use, and community involvement, with many ways to get help, including the Ansible forum and social spaces.

Technical highlights of Ansible include its ability to manage machines in parallel, leverage existing SSH daemons, and allow module development in any dynamic language. The project is written in a variety of languages, including Python, and has a substantial codebase.

Audience for Ansible includes IT professionals, developers, and anyone looking to automate their infrastructure and applications. Whether you're a power user or just starting out, Ansible has the features and community support to help you get started.

One-liner takeaway: Ansible simplifies IT automation, making it easy to manage complex infrastructure and applications with its simple, agentless, and secure approach.

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🧠 Channel: https://t.iss.one/GithubRe

🚀 Meet ChromeDevTools/chrome-devtools-mcp: a gem from today's GitHub trending list.

🔗 https://github.com/ChromeDevTools/chrome-devtools-mcp
📝 Chrome DevTools for coding agents
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The Chrome DevTools MCP is a Model-Context-Protocol server that allows coding agents like Antigravity, Claude, and Copilot to control and inspect a live Chrome browser. It provides advanced browser debugging, performance insights, and reliable automation using Chrome DevTools and puppeteer.

To use it, add the MCP server to your agent's configuration, and ensure you have Node.js, Chrome, and npm installed. Key features include recording traces, extracting performance insights, analyzing network requests, and taking screenshots.

Technical highlights include support for Chrome and Chrome for Testing, with other Chromium-based browsers potentially working but not guaranteed. The server also sends usage statistics to Google, which can be opted out of by passing the --no-usage-statistics flag.

This tool is designed for developers and coding agents looking to leverage the power of Chrome DevTools for automation, debugging, and performance analysis.

In short, Chrome DevTools MCP is a game-changer for coding agents - with it, the limits of browser automation are redefined.

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🧠 Channel: https://t.iss.one/GithubRe

🎯 jenkinsci/jenkins landed on trending. Worth a proper look.

🔗 https://github.com/jenkinsci/jenkins
📝 Jenkins automation server
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Jenkins is the leading open-source automation server, built with Java, that provides over 2,000 plugins to support automating virtually anything. Use Jenkins to automate your development workflow, focusing on building projects, running tests, static code analysis, and deployment. It's commonly used for executing repetitive tasks, saving time, and optimizing the development process.

The project offers two release lines: Weekly and Long-Term Support (LTS), with official distributions as WAR files, Docker images, native packages, and installers for various platforms.

To get started, check the contributing guide and the Jenkins Developer Documentation. New contributors can start with good first issues and join the Gitter chat for questions and help.

Jenkins is trusted by millions of users and adopted by thousands of companies worldwide. It's licensed under the MIT License.
The takeaway: Automate your workflow with Jenkins and spend your time doing what matters most - creating value, not repetitive tasks.

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🧠 Channel: https://t.iss.one/GithubRe

💡 agavra/tuicr just hit the trending charts — here's why it matters.

🔗 https://github.com/agavra/tuicr
📝 a code review TUI with vim keybindings
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Tuicr is a terminal-based code review tool with vim keybindings, allowing you to review code changes, add comments, and export reviews to GitHub, GitLab, or your clipboard. It supports git, jj, and mercurial, and works with uncommitted changes, commit ranges, or GitHub/GitLab PRs/MRs.

Key features include a continuous diff view, PR-style comments, review tracking, and export to multiple targets. tuicr can be installed via various methods, including curl, Homebrew, Cargo, and manual installation.

To use tuicr, simply run the command, navigate with j/k, press c to comment, and y to copy the review or :submit to push it to GitHub or GitLab.

Tuicr is perfect for developers who want a lightweight, flexible, and customizable code review tool.
It's designed for developers, by developers, and is free and open-source.
With its extensive configuration options and library API, Tuicr is a great choice for anyone looking to streamline their code review process.
Tuicr - review code like a pro, in your terminal!

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🧠 Channel: https://t.iss.one/GithubRe