How to Set Up AI Code Review in 5 Minutes

How do you set up AI code review?

Teams commonly spend six hours a week on code reviews before adding AI to the pipeline. With AI handling formatting, common bugs, and missing error handling in about thirty seconds, human reviewers can focus on architecture and business logic — which is what they should be doing all along. Stack Overflow's 2024 Developer Survey puts the industry average at 4-8 hours per week on manual code review. AI tools compress that by handling the repetitive first pass. Specifically, AI can help by:

• Catching bugs before human review
• Enforcing coding standards automatically
• Providing instant feedback on PRs

What do you need before setting up AI code review?

Before you start, you'll need:

• VS Code 1.85.0 or higher
• GitHub or Bitbucket account
• API key for Claude, Gemini, or GPT

How do you install the Git AutoReview VS Code extension?

Open VS Code and install Git AutoReview:

1. Press Cmd+Shift+X (Mac) or Ctrl+Shift+X (Windows)
2. Search for "Git AutoReview"
3. Click Install

Or install via command line:

code --install-extension vitalii4reva.git-autoreview

How do you add your AI API key for code review?

Open Command Palette (Cmd+Shift+P) and run:

Git AutoReview: Open Settings

Add at least one AI provider key:

How do you configure AI code review for your repository?

Add your repository in settings. Choose your platform:

GitHub:

{
  "type": "github",
  "owner": "your-username-or-org",
  "repo": "your-repo-name"
}

Bitbucket Cloud:

{
  "type": "cloud",
  "workspace": "your-workspace",
  "repo": "your-repo-slug"
}

Bitbucket Server:

{
  "type": "server",
  "baseUrl": "https://bitbucket.company.com",
  "projectKey": "PROJ",
  "repo": "your-repo"
}

How do you run your first AI code review?

1. Click the Git AutoReview icon in the Activity Bar
2. Select a Pull Request from the list
3. Click "Review"
4. AI analyzes the code and shows suggestions
5. Approve or Reject each suggestion
6. Click "Publish" to post comments

That's it! You've completed your first AI code review in under 5 minutes.

What's Next?

• GitHub Integration — Set up GitHub with detailed permissions
• Configure AI Models — Choose the best model for your needs
• Jira Integration — Verify acceptance criteria automatically
• Security & Privacy — Learn about BYOK and data protection

Related Resources

Guides & Blog:

• Best AI Code Review Tools 2026 — Compare 12 tools with pricing
• Claude vs Gemini vs GPT for Code Review — Which AI model is best?
• AI Code Review for Bitbucket — Complete Bitbucket guide
• How to Reduce Code Review Time — From 13 hours to 2 hours
• AI Code Review: Complete Guide — Everything you need to know

Features:

• Human-in-the-Loop Code Review — Why approval matters
• BYOK Code Review — Use your own API keys
• GitHub AI Code Review — GitHub landing page
• Bitbucket AI Code Review — Bitbucket landing page

Tool Comparisons:

• Git AutoReview vs CodeRabbit — 50% cheaper, human approval
• AI Code Review Pricing — Cost comparison across tools