Automated Code Review

Workflow details

Difficulty

Expert

Duration

About 3–4 hours setup

Tools

OpenAI APIGitHub Alternativesn8nSlack

Steps

1. 1

   Receive pull-request webhooks

   Set up webhooks to receive notifications when a pull request is created or updated. These webhooks provide the necessary information for the next steps.

2. 2

   Fetch and summarize diffs

   Retrieve and summarize the differences between the current branch and the target branch to gain a clear overview of changes.

3. 3

   Flag risky changes with AI

   Use AI to analyze and highlight potentially risky changes by summarizing diffs.

4. 4

   Post review comments

   Create structured comments on identified changes and post them in the pull request to give developers feedback.

5. 5

   Notify the team

   Notify the team about the results of automated code review by sending a message to Slack.

Use case

Engineering teams that want faster, consistent reviews.