SWE-Kit aims to simplify the development of software engineering AI agents. Aimed at software developers and AI researchers, it provides a flexible framework for creating Devin-like software engineering AI assistants.The goal of SWE-Kit is to lower the barriers to building complex AI agents, making it easier for developers to integrate a variety of AI frameworks and large language models. By providing a Headless IDE and AI-native tools, SWE-Kit not only improves development efficiency, but also provides users with a high degree of customizability. Designed with the needs of modern AI-assisted software development in mind, the framework aims to be the leading tool in the field of software engineering AI agent development.