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 Duration 21 hours

Course Outline

Introduction to Graphite and Contemporary Code Review Workflows

  • Overview of Graphite’s architecture and core features
  • Comprehending stacked pull requests and workflow automation
  • Establishing Graphite with GitHub for team-based projects

Installation and Configuration of Graphite

  • Deploying Graphite within development environments
  • Linking repositories and managing access permissions
  • Setting up merge queues, PR inboxes, and code review policies

Optimizing Pull Request Processes

  • Implementing stacked PRs and tracking dependencies
  • Minimizing merge conflicts while accelerating review speeds
  • Handling large codebases using Graphite’s review system

AI-Driven Code Review and Productivity Improvement

  • Utilizing Graphite’s AI code review assistant
  • Integrating open source LLMs like Deepseek, Qwen, and Mistral Small for code insights
  • Generating automated suggestions and maintaining quality standards

Integrating Graphite with DevOps Ecosystems

  • Connecting Graphite with CI/CD pipelines
  • Integrating with GitHub Actions, Jenkins, and other automation tools
  • Safeguarding compliance and auditability in enterprise workflows

Analytics, Metrics, and Reporting

  • Leveraging Graphite dashboards for team performance monitoring
  • Pinpointing bottlenecks and inefficiencies
  • Generating custom reports and visualizations

Scaling Graphite for Enterprise Use Cases

  • Multi-team configurations and governance strategies
  • Best practices for large-scale deployment
  • Addressing security, data retention, and compliance requirements

Practical Workshop: End-to-End Deployment

  • Configuring a complete enterprise Graphite workflow
  • Integrating AI-based review pipelines
  • Executing team performance analysis and improvement planning

Conclusion and Future Directions

Requirements

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

Target Audience

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

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