alibaba/arthas
Arthas is an open-source Java diagnostic tool by Alibaba that enables real-time production troubleshooting and performance monitoring without code changes or JVM restarts.
Awesome AI Agents › Code Automation and Testing
mattzcarey/shippie
Shippie is an extensible code review agent designed to help developers ship code faster by integrating automated code reviews into CI/CD pipelines. It leverages Large Language Models (LLMs) to analyze code changes and identify common issues such as exposed secrets, inefficient or slow code, potential bugs, and unhandled edge cases. This tool can be run both as part of continuous integration workflows and locally via the command line to review staged files, making it versatile for different development environments. The project emphasizes a beautiful and user-friendly CLI experience, built with TypeScript and Bun, ensuring smooth integration and ease of use. Shippie functions similarly to a human code reviewer by using a small set of optimized tools to provide meaningful feedback on code quality. It also acts as a Model Context Protocol (MCP) client, allowing it to integrate with external tools like browser automation, infrastructure deployment systems, and observability monitoring platforms, enhancing its capabilities beyond simple code review. Setup is straightforward, requiring cloning the repository, installing dependencies, configuring an OpenAI API key, and running the application. The project supports modern development workflows with automated release management through the release-please tool, which uses conventional commit messages to manage versioning and releases. Shippie is actively maintained with a roadmap and community discussions available for ongoing improvements. It is open source under the MIT license and has a growing contributor base. The project also highlights sponsorships and provides detailed documentation for setup and development. Overall, Shippie aims to streamline the code review process by automating the detection of common coding issues, improving code quality, and accelerating the software delivery lifecycle through intelligent, AI-powered reviews integrated directly into development pipelines.
https://github.com/mattzcarey/shippie
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