Hmbown/CodeWhale
An open-source terminal coding agent written in Rust, with MCP support, multi-model routing and multi-agent orchestration.
mattzcarey/shippie
Shippie is an extensible AI-powered code review agent designed to integrate Large Language Models (LLMs) into Continuous Integration/Continuous Deployment (CI/CD) pipelines. It functions as a Model Context Protocol (MCP) client, enabling enhanced integration with external tools such as browser automation, infrastructure deployments, and observability monitoring. The primary goal of Shippie is to help developers ship code faster by automatically reviewing code for common issues including exposed secrets, inefficient or slow code, potential bugs, and unhandled edge cases. It can be run both within CI/CD pipelines and locally via the command line to review staged files, making it versatile for different development workflows. Shippie is built with a focus on providing a beautiful and user-friendly CLI experience, written in TypeScript and Bun. It acts like a human code reviewer by using a small set of optimized tools to analyze code changes. The project emphasizes vertical integration into CI/CD pipelines, ensuring that code reviews are part of the automated deployment process. Additionally, Shippie supports configuration through rules files, allowing users to customize how the AI reviews code. It also supports multiple AI providers, giving flexibility in choosing the underlying AI technology. The project includes comprehensive setup instructions for integrating Shippie into CI/CD pipelines and using it locally. It also provides detailed documentation on configuring AI providers, setting up rules files, and leveraging the Model Context Protocol for external tool access. The development process is straightforward, with clear steps for cloning the repository, installing dependencies, setting up API keys, and running the application. Overall, Shippie represents a modern approach to automated code review by combining AI capabilities with protocol-based integration, aiming to improve code quality and accelerate software delivery processes.
https://github.com/mattzcarey/shippie
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