DevDuck

关于

DevDuck is a versatile, self-healing AI agent built into a single Python file, designed to adapt to diverse environments and automatically fix issues as they arise. It dynamically expands its capabilities at runtime through hot-reloaded custom tools and leverages RAG memory for intelligent, context-aware interactions. Offering extensive connectivity via CLI, Python API, TCP, WebSocket, and MCP servers, DevDuck serves as a flexible solution for automating development, operations, and analytical tasks, integrating seamlessly into existing workflows and CI/CD pipelines.

主要功能

• Automatic RAG memory for context retrieval and storage
• Comprehensive suite of built-in tools for development, GitHub, and AI workflows
• Self-healing AI agent with adaptive capabilities
• 2 GitHub stars
• Hot-reloadable custom tools for runtime capability expansion
• Multi-protocol server support (TCP, WebSocket, MCP) and CLI/Python API

使用案例

• Developing custom AI assistants with hot-reloadable tools for specific domain workflows
• Integrating AI agents into CI/CD pipelines for automated analysis and issue management
• Automating code generation, editing, and shell command execution for developers