Automating PR Reviews

Concepts: Code Review Automation, Developer Workflows, LLM Engineering, GitHub Integration

This example shows you how to set up an automated PR review system that evaluates code changes and provides actionable feedback. You’ll learn how to seamlessly integrate with GitHub, extract essential PR details, and utilize LLMs to generate insightful code reviews at scale. This approach helps maintain consistent coding standards without overwhelming your engineering resources.

We leverage GitHub Actions to automatically trigger the workflow whenever a PR is opened or marked ready for review. The workflow then uses the GitHub API to retrieve diffs and post detailed review comments directly on the PR.

For a detailed walkthrough, including setup instructions and the GitHub Action configuration, check out our full blog post: Automating PR Reviews for Dummies.