This article is automatically generated by n8n & AIGC workflow, please be careful to identify

Daily GitHub Project Recommendation: BillionMail - Your All-in-One Self-Hosted Email Marketing Powerhouse!

Tired of exorbitant email marketing platform subscription fees? Still worried about email data privacy? Today, we’re unveiling a stellar project on GitHub with 7700+ stars – BillionMail, which aims to revolutionize your perception of email servers and marketing.

BillionMail is a completely open-source email server, newsletter, and email marketing solution. It provides you with a full-featured and fully self-hosted platform, allowing you to say goodbye to monthly fees and keep your email data firmly in your own hands.

Project Highlights: Master Your Email World

  • True Self-Hosting & Privacy-First: Unlike many third-party services on the market, BillionMail allows you to run everything on your own server. This means your customer data and sending records will belong solely to you, ensuring high security and privacy, and eliminating third-party tracking.
  • Full-Featured Email Marketing Suite: Whether you need to send newsletters, promotional emails, or transactional emails, BillionMail can meet your needs. It comes with built-in advanced analytics (email delivery, open rates, click-through rates, etc.), as well as powerful features like customer management and customizable templates, helping you easily create, send, and track email campaigns.
  • Ultimate Deployment Experience: The project is built on the high-performance Go language, ensuring stability and efficiency. Even more surprising, BillionMail promises that installation and successful sending of the first email can be completed in just 8 minutes! It provides a convenient one-click installation script, Docker deployment options, and even deep integration with the popular server management panel aaPanel, making deployment simpler than ever.
  • Openness & Freedom: As an open-source project, BillionMail has no sending limits, giving you a truly “unlimited sending” experience. It also integrates RoundCube to provide WebMail services, further enhancing its practicality.

How to Start Your Email Marketing Journey?

BillionMail’s installation process is extremely simple, allowing both developers and individuals/businesses looking to build their own platform to get started quickly:

  1. One-Click Install: Launch your email server within 8 minutes using the provided shell script.
  2. Docker Deployment: If you are a Docker user, you can easily deploy it using the docker compose command.
  3. aaPanel Integration: aaPanel users can directly find and one-click install BillionMail within the panel.

Visit the GitHub repository now to explore this powerful email marketing tool:https://github.com/aaPanel/BillionMail

You can also experience the charm of BillionMail firsthand via the online demo (User: billionmail Pass: billionmail).

Call to Action

If you are looking for a powerful, cost-effective, and privacy-focused email marketing solution, then BillionMail is definitely worth a try. Give this project a Star, share it with friends who need it, or join the community and contribute your strength to collectively shape the future of email marketing!

Daily GitHub Project Recommendation: Qwen3-Coder - Ushering in a New Era of Intelligent Programming!

Happy Tuesday, developers and tech enthusiasts! Today, we’re exploring a heavyweight project: QwenLM/Qwen3-Coder from Alibaba Cloud’s Tongyi team. This project is not just a code generation model; it’s a powerful tool paving the way for “Agentic Coding,” redefining how we interact with code!

Project Highlights

Qwen3-Coder is the code-specific version of the Tongyi large model family Qwen3, deeply optimized for programming scenarios. With its outstanding performance and powerful features, it has quickly garnered 8800+ Stars on GitHub and achieved an astonishing daily growth of 1200+ Stars, demonstrating its widespread attention and recognition!

  • Pioneer of Intelligent Programming (Agentic Coding): Qwen3-Coder doesn’t just write code; it’s an “intelligent agent” capable of understanding complex instructions, performing browser operations, and even making tool calls. This allows it to exhibit top-tier performance comparable to Claude Sonnet when handling real-world, multi-step programming tasks.
  • Ultra-Long Context Understanding Capability: It natively supports a context length of up to 256K tokens, extendable to an astonishing 1M tokens using Yarn technology. This means Qwen3-Coder can easily understand entire code repositories, allowing the model to provide precise and coherent assistance even when dealing with large and complex projects.
  • Covers 358 Programming Languages: Whether you use mainstream languages like Python, Java, JavaScript, or more niche ones, Qwen3-Coder provides support for as many as 358 programming languages, making it a “programming language encyclopedia.”
  • Code Filling and Optimization: In addition to generating code from scratch, Qwen3-Coder also excels in code completion (Fill-in-the-Middle), intelligently filling in code snippets to greatly improve development efficiency.

Technical Details & Applicable Scenarios

Qwen3-Coder is based on the Mixture-of-Experts (MoE) architecture. Its most powerful version, Qwen3-Coder-480B-A35B-Instruct, boasts 480 billion parameters, with 35 billion active, ensuring its outstanding performance. The project is primarily based on Python and deeply integrated with the popular Hugging Face Transformers library, making it easy for developers to get started and deploy.

It is particularly applicable in the following scenarios:

  • Complex Web Development & Simulation: Whether creating realistic 3D physics simulations (e.g., chimney demolition), interactive animations, or building complex applications like 3D Google Earth, Qwen3-Coder can generate high-quality code for you based on natural language descriptions.
  • Game Development: From simple typing games to complex Duet-style games, it can help you quickly build game prototypes and realize your creative ideas.
  • Automated Programming & Code Assistant: If you need a partner that can understand the entire project structure, provide intelligent suggestions, and even automate certain coding tasks, Qwen3-Coder is undoubtedly an ideal choice.

How to Get Started

Want to delve deeper? Visit the QwenLM/Qwen3-Coder GitHub repository, where you’ll find detailed installation and usage guides, including how to easily converse with the model and perform code filling with just a few lines of Python code.

Call to Action

Qwen3-Coder demonstrates the incredible potential of AI in the programming domain. It’s not just a tool; it’s a powerful partner that ignites your coding inspiration and accelerates your development process. Go explore it and try using it to solve your coding challenges! If you like this project, don’t forget to give it a Star and share it with your developer friends!

Daily GitHub Project Recommendation: Neko - Create Your Cloud Browser Party, Secure, Collaborative, Borderless!

Introduction Have you ever dreamed of having a browser environment that is accessible anytime, anywhere, secure, and private, or even being able to “cloud-watch” movies or collaborate with friends? Today, we bring you a super cool open-source project – Neko! It’s a Docker-based self-hosted virtual browser that leverages WebRTC technology to elevate your browsing experience to a whole new dimension.

Project Highlights Neko is not just a browser; it’s more like a multi-functional cloud desktop!

  • Ultimate Security & Privacy: Neko runs in isolated Docker containers, meaning your browsing activities leave no traces on your local device, providing a “burn after reading” private space. Whether for sensitive operations or anonymous browsing, it’s your ideal choice.
  • Multi-User Collaboration Tool: Breaking geographical barriers, Neko supports multiple users simultaneously accessing and controlling the same virtual environment. This makes it an excellent tool for team collaboration, remote education, online support, and even hosting “cloud movie parties.” Imagine watching videos synchronously with friends and interacting in real-time – that’s just fantastic!
  • More Than Just a Browser: While primarily a virtual browser, Neko’s capabilities extend far beyond. It can run any Linux application, and you can even install a full desktop environment (e.g., XFCE, KDE), giving you a complete remote desktop experience within your browser. Whether it’s VLC player or other tools, you can easily handle them.
  • Smooth Audio and Video Experience: Thanks to WebRTC technology, Neko provides smooth video and built-in audio support far superior to traditional remote desktop solutions, ensuring you have the best experience during collaboration and viewing.

Technical Details / Applicable Scenarios Neko is developed using the efficient Go language and enables convenient deployment via Docker. Its application scenarios are extremely wide-ranging:

  • Private Browsing: Achieve a highly anonymous internet experience when combined with Tor browser and VPN.
  • Team Collaboration: Serve as a shared collaborative canvas, code debugging environment, or interactive presentation platform.
  • Remote Education & Support: Teachers can guide student operations, and technical support staff can remotely assist users.
  • Automated Testing / Web Scraping: Can install Playwright or Puppeteer to perform automated tasks while visualizing them.
  • Personal Cloud Workspace: A dedicated browser with persistent cookies and configurations, available anytime, anywhere.

How to Get Started / Links Neko boasts over 13,000 stars and maintains extremely high activity, proving its stability and community support. Want to experience this powerful cloud tool? It’s also very simple to deploy, launching with just a few Docker commands.

Visit the GitHub repository now to learn more:https://github.com/m1k1o/neko

Call to Action Neko brings us infinite possibilities. Whether you’re a developer, a team leader, or an everyday user seeking ultimate privacy, we highly recommend you explore this project! If you find it great, don’t forget to give it a star, or share it with more friends who might need it, and together build a more open, more collaborative digital world!