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How to Automatically Refactor Your Code with AI (CircleCI Chunk Tutorial)

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Mar 30, 2026
9:13

Technical debt is inevitable, but manual refactoring doesn't have to be. In this tutorial, we show you how CircleCI's Chunk CI/CD agent can automatically analyze your codebase, identify cleanup opportunities, and open a validated PR with refactored code, all without leaving your CI/CD pipeline. What you'll learn: -What Chunk is and how it works inside your CircleCI pipeline -How to set up a project and connect it to your GitHub repo -How to run the refactor code preset and review Chunk's suggestions -How to prompt Chunk to implement changes and open a pull request -Tips for writing more targeted prompts to get better results Demo repo: https://circle.ci/4dirM79 Quick start guide: https://circle.ci/40Z5mAF Tutorial: https://circle.ci/4m0ckPe Try Chunk: https://circle.ci/4sAQTXE Get started with CircleCI: https://circle.ci/4dYCwb0

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How to Automatically Refactor Your Code with AI (CircleCI Chunk Tutorial) | NatokHD