SWE-KitBuild intelligent coding agents with a headless IDE and AI-native tools.

SWE-Kit

SWE-Kit is a Headless IDE with AI-Native Tools for building custom coding agents with any Agentic Framework & LLMs of your choice. SWE-Kit provides a comprehensive understanding of your codebase, allowing agents to analyze code, debug, create and test documentation, generate documentation, secure code, execute GitHub related tasks such as reviewing pull requests, code review, running security tests, etc.

Product Highlights

• Complete Codebase Understanding: Provides a comprehensive understanding of your codebase, allowing agents to work effectively with the entire codebase.
• Supported LLMs & Frameworks: Compatible with top agentic frameworks like LangChain, LlamaIndex, CrewAI, AutoGen, and others. Supports all major LLM inference providers, including OpenAI, Anthropic, Groq, Cerebras, and more.
• Flexible Runtime: Runs on any Docker host—whether on your local machine or a remote server—offering flexible deployment options.

Use Cases

• GitHub PR Agent: Review code, suggest improvements, enforce coding standards, identify potential issues, automate merge approvals, and provide feedback on best practices.
• Coding Agent: Write new features, debug complex issues, create and run tests, optimize code for performance, refactor for maintainability, and ensure best practices across the codebase.
• Q&A with Codebase: Explore large codebases, trace dependencies, uncover logic flows, and gain instant insights.

Target Audience

SWE-Kit is targeted toward developers, software engineers, and engineering teams who want to automate coding tasks, improve workflow efficiency, and build custom coding agents.