GitLab Merge Request Review & Risk Analysis with Claude/GPT AI

Trigger

The workflow runs when a GitLab Merge Request (MR) is created or updated.

Extract & Analyze

It retrieves the code diff and sends it to Claude AI or GPT-4o for risk assessment and issue detection.

Generate Report

AI produces a structured summary with: Risk levels Identified issues Recommendations Test cases

Notify Developers

The report is: Emailed to developers and QA teams Posted as a comment on the GitLab MR

Setup Guide

Connect GitLab Add GitLab API credentials Select repositories to track

Configure AI Analysis Enter Anthropic (Claude) or OpenAI (GPT-4o) API key

Set Up Notifications Add Gmail credentials Update the email distribution list

Test & Automate Create a test MR to verify analysis and email delivery

Key Benefits

Automated Code Review** – AI-driven risk assessment and recommendations Security & Compliance** – Identifies vulnerabilities before code is merged Integration with GitLab CI/CD** – Works within existing DevOps workflows Improved Collaboration** – Keeps developers and QA teams informed

Developed by Quantana, an AI-powered automation and software development company.