How I Built a Multi-Agent Code Review Pipeline

📰 Dev.to · GDS K S

Learn to build a multi-agent code review pipeline using AI agents to automate PR reviews, improving code quality and team efficiency

advanced Published 13 Apr 2026

Action Steps

Design a multi-agent architecture using AI agents to review PRs
Implement a natural language processing (NLP) model to analyze code changes
Integrate AI agents with GitHub or other version control systems to automate PR reviews
Configure agents to provide feedback on code quality, syntax, and best practices
Test and refine the pipeline to ensure accurate and consistent feedback

Who Needs to Know This

Developers and DevOps teams can benefit from automating code reviews, reducing manual effort and improving code quality

Key Insight

💡 AI agents can be used to automate code reviews, providing consistent and accurate feedback to developers