Codewave (github.com)

CodeWave, a new Node.js CLI tool, has been introduced to enhance code quality evaluation through a multi-agent conversational system. Utilizing a unique 7-pillar methodology, which includes dimensions such as code quality, complexity, and technical debt, the tool employs five specialized AI agents that interact in a structured three-round conversation to analyze Git commits. This innovative approach allows CodeWave to generate detailed interactive HTML reports featuring conversation timelines, metrics, and actionable insights, all powered by frameworks like LangChain and LangGraph. The significance of CodeWave for the AI/ML community lies in its advanced capabilities for real-time code evaluation and reporting, enabling developers to glean insights about their coding practices and productivity through historical data. Notable features include batch processing for multiple commits, support for various LLM providers (like OpenAI and Anthropic), and local model execution with Ollama, which requires no internet connection. With its automated handling of large diffs using Retrieval-Augmented Generation and a user-friendly setup process, CodeWave promises to streamline development workflows and foster better collaboration between technical and business stakeholders.