Automated ChatGPT code review in GitLab

How it works

1. 1.Receive webhook trigger from GitLab on merge request creation or update
2. 2.Extract changed file contents and analyze code differences
3. 3.Process code through LLM Chain and ChatGPT model for quality and security assessment
4. 4.Evaluate results and categorize issues by severity level
5. 5.Post detailed review comments and suggestions to the merge request
6. 6.Log findings and generate audit reports for team reference

Use cases

• Automate code quality checks and enforce best practices without manual review
• Detect bugs and security vulnerabilities before code merges to production
• Provide instant feedback to developers about code style and standards compliance

Requirements

• Active OpenAI account with valid API key configured
• GitLab project with webhook and API access enabled
• Sufficient permissions to add comments on merge requests

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.