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 Duration 21 hours

Course Outline

Foundations of Graphite and Modern Code Review Practices

  • An examination of Graphite’s architecture and its primary capabilities
  • Comprehending stacked pull requests and the automation of workflows
  • Setting up Graphite in conjunction with GitHub for team-oriented projects

Graphite Deployment and System Configuration

  • Installing Graphite across various development environments
  • Linking repositories and administering user permissions
  • Configuring merge queues, PR inboxes, and specific code review policies

Enhancing Pull Request Efficiency

  • Applying stacked PR strategies and managing dependency tracking
  • Minimizing merge conflicts while accelerating the review process
  • Handling extensive codebases using Graphite’s integrated review system

AI-Enhanced Code Review and Productivity Boost

  • Utilizing Graphite’s built-in AI code review assistant
  • Incorporating open-source LLMs such as Deepseek, Qwen, and Mistral Small for advanced code insights
  • Generating automated suggestions and upholding consistent quality standards

Integration of Graphite into DevOps Ecosystems

  • Synchronizing Graphite with CI/CD pipelines
  • Connecting with GitHub Actions, Jenkins, and other automation utilities
  • Maintaining compliance and ensuring auditability within enterprise workflows

Analytics, Performance Metrics, and Reporting

  • Utilizing Graphite dashboards to monitor team performance
  • Detecting process bottlenecks and operational inefficiencies
  • Developing bespoke reports and data visualizations

Scaling Graphite for Enterprise Requirements

  • Establishing multi-team configurations and governance frameworks
  • Adopting best practices for organization-wide rollout
  • Addressing security, data retention, and regulatory compliance

Practical Workshop: Full-Stack Implementation

  • Constructing a complete enterprise-level Graphite workflow
  • Implementing AI-based review pipelines
  • Performing team performance analysis and drafting improvement strategies

Course Conclusion and Future Recommendations

Requirements

  • A solid grasp of Git-based development workflows
  • Practical experience with software development and version control systems
  • Working knowledge of code review practices and CI/CD concepts

Intended Audience

  • Engineering leads and software development managers
  • DevOps and platform engineering teams
  • Senior developers and technical architects

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