Code Review, Automated Fixes and Pull Request Governance with AI
Master modern tools for automating code review and managing PRs using artificial intelligence. Learn to integrate GitHub Copilot, CodeRabbit, SonarQube, and more into your workflow.
What You'll Learn
Understanding Modern Code Review Principles and AI
Learn the fundamentals of AI-powered code review and how modern practices differ from traditional approaches.
Configure and Run Automated Fix Tools
Master tools like Copilot, CodeRabbit, and Sonar to automatically detect and fix code issues at scale.
Efficient Pull Request Management with Bots
Implement GitHub Actions, GitLab CI/CD, and automation bots to streamline PR workflows and governance.
Apply Best Practices for Code Governance and QA Automation
Implement industry standards for code quality, security, and automated testing across your organization.
Curriculum
Module 1
Foundations of Code Review in the Age of AI
90 minutes
Foundations of Code Review in the Age of AI
90 minutes
- What is code review and why it matters in modern development
- Challenges with manual code review
- How AI transforms the review process
- Leading AI tools and platforms overview
Module 2
GitHub Copilot and Automated Code Review
120 minutes
GitHub Copilot and Automated Code Review
120 minutes
- Setting up Copilot in your development environment
- Using Copilot to identify bugs and vulnerabilities
- Copilot Pull Request Reviews — features and capabilities
- Integration with GitHub Checks
Module 3
CodeRabbit — Intelligent Pull Request Review
120 minutes
CodeRabbit — Intelligent Pull Request Review
120 minutes
- What is CodeRabbit and when to use it
- Configuration and customization of CodeRabbit
- Automated review of changes
- Managing comments and fix suggestions
- Reports and analytics
Module 4
SonarQube and Advanced Code Quality Analysis
120 minutes
SonarQube and Advanced Code Quality Analysis
120 minutes
- Code quality analysis with SonarQube
- Detecting and reporting security issues
- SonarQube automatic fix techniques
- Integration with CI/CD pipelines
- Reports and dashboards
Module 5
GitHub Actions and Bots for Pull Request Governance
120 minutes
GitHub Actions and Bots for Pull Request Governance
120 minutes
- Writing workflows for automated code review
- Bots for automatic PR management
- Merge strategies and GitHub automation
- Review requests and reviewer assignment
- Auto-approve and auto-merge workflows
Module 6
GitLab CI/CD and Quality Governance
90 minutes
GitLab CI/CD and Quality Governance
90 minutes
- GitLab features for code review
- Merge Request Approvals
- Splitting tests between bots and humans
- PR reports and analysis
Module 7
Best Practices and Hands-On Training
90 minutes
Best Practices and Hands-On Training
90 minutes
- Hands-on: setting up complete AI-powered review
- Code governance and security
- Ethics and naturalness of AI in review
- Reducing review time while maintaining quality
- Troubleshooting common issues
Module 8
Final Project — Real-World Implementation
120 minutes
Final Project — Real-World Implementation
120 minutes
- Choosing the right tools for your project
- Complete pipeline setup
- Testing and validation of changes
- Documentation and team training
- Presentation and summary
Frequently Asked Questions
Do I need prior programming experience?
Yes, it's recommended that you have basic familiarity with Git and GitHub/GitLab. The course is suitable for all development levels.
Are the tools free?
Some tools are free (GitHub, GitLab) and others offer free trial versions (CodeRabbit, SonarQube). We'll use trial versions throughout the course.
What's the difference between CodeRabbit and Copilot?
Copilot is an editor-focused tool for code generation and assistance, while CodeRabbit specializes in PR review. Both complement each other in a complete workflow.
How long does implementation take at a company?
Typically 2–4 weeks for installation and configuration, depending on team size and complexity.
Can AI replace manual code review?
Not completely. AI improves the process, but human review remains essential for validation and business logic verification.
Do these tools support other programming languages?
Yes! Most tools support Python, JavaScript, Java, Go, Rust, and many other languages.
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