From 0% to 91% Review Coverage: Building and Measuring an AI-Powered Code Review Pipeline with RAG

1. 1Build a RAG pipeline using a vector database to store code embeddings
2. 2Configure an AI model to generate review comments based on code changes
3. 3Integrate the AI model with a code review tool to automate review assignments
4. 4Test the pipeline with a sample codebase to measure review coverage
5. 5Apply the pipeline to a production codebase and monitor review coverage metrics

DevOps and software engineering teams can benefit from this pipeline to improve code quality and reduce manual review time

💡 AI-powered code review pipelines can significantly improve code quality and reduce manual review time

Boost code review coverage from 0% to 91% with AI-powered RAG pipeline