Production-ready, multi-agent AI systems that you can clone, customize, and deploy in minutes.

This repository provides a collection of self-contained, professional-grade AI applications built with a modern tech stack. It is designed for students, developers, and entrepreneurs who want to build and deploy AI solutions efficiently.

For a complete setup guide, please see the Quick Start Guide.

• Natural Language AI Development: Extend and customize AI projects through conversational development.
• Enterprise-Ready & Developer-Friendly: Built with a vendor-agnostic, enterprise architecture from day one, ensuring no lock-in and a developer-friendly experience.
• Business Value-Driven Workflow: Enables a forward-deployed engineer workflow, allowing for rapid prototyping and iteration to solve real-world business problems.

The diagram below illustrates the development workflow, from initial setup to running an application.

graph TD
    subgraph "Setup"
        A[Start Here] --> B["[Install AI Coding Environment](./setup/quick-start.md)"];
    end

    subgraph "Project Initiation"
        B --> C{Clone Project};
        C --> D["Start AI Coding Agent (e.g., Claude Code)"];
    end

    subgraph "Explore & Understand"
        D --> E{Test Existing Projects};
        E --> F["Update API Keys"];
        F --> G["Run Project (e.g., Content Generator)"];
        G --> H["Understand Tech Stack & Architecture"];
        H --> E;
    end

    subgraph "Iterative Development Cycle"
        D --> I{Create New Project};
        I --> J["Copy Existing Project (e.g., 'copy project 1 to project_new')"];
        J --> K["Define Requirements (PRD)"];
        K --> L["Modify Use Case using Natural Language (e.g., 'change to market research tool')"];
        L --> M{Cross-check with other AI Agents};
        M --> N["Test & Refine"];
        N --> L;
    end

    subgraph "Goal"
        N --> O["Contribute to<br>Containerized Best Practices"];
    end

    H --> I;

Each project is a complete, standalone application.

For more details, see the README file within each project folder.

We welcome contributions! Please see our Contributing Guidelines and Code of Conduct.

This project is licensed under the MIT License. See the LICENSE file for details.