Phase 7: CI/CD Pipelines for AI Code · 50 min · Claude API · GitHub Actions · Python

AI Code Review Automation

Use a second AI model to review the first model's code. The dual-model review pattern catches what SAST misses.

Real-world application: Engineers who can integrate AI code review as a CI gate alongside SAST and mutation testing demonstrate cutting-edge AI DevOps skills.

What you will learn

Automate AI code review in CI using a second AI model
Apply the dual-model review pattern to catch security and correctness issues
Integrate AI review as a CI gate alongside SAST and mutation testing
Configure AI review thresholds and severity classification

Introduction

AI Code Review Automation

Objective

Run the AI code review simulator on 4 AI-generated files. Observe the dual-model review pattern (GPT-4 generates, Claude reviews), findings classified by severity, novel vulnerabilities that SAST would miss, and the CI review gate status. Identify which findings are novel vs SAST-detectable.

Use a second AI model to review the first model's code. The dual-model review pattern catches what SAST misses.

Unlock the full lesson

You've read the first 2 sections. The rest of this lesson covers The Problem, The Concept, Build, Check Yourself, Key Terms & Next — plus a hands-on lab, quiz, and project artifact.

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