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 Duration 21 hours

Course Outline

Introduction to Graphite and Contemporary Code Review Workflows

  • An overview of Graphite's architecture and core capabilities
  • Grasping the concept of stacked pull requests and workflow automation
  • Establishing Graphite with GitHub for collaborative team projects

Installing and Configuring Graphite

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

Refining Pull Request Workflows

  • Adopting stacked PRs and tracking dependencies effectively
  • Minimizing merge conflicts while accelerating review speeds
  • Managing extensive codebases using Graphite's review framework

AI-Powered Code Review and Productivity Gains

  • Utilizing Graphite's AI code review assistant
  • Integrating open-source LLMs such as Deepseek, Qwen, and Mistral Small for enhanced code insights
  • Generating automated suggestions and upholding quality benchmarks

Graphite Integration with DevOps Ecosystems

  • Connecting Graphite to CI/CD pipelines
  • Seamlessly integrating with GitHub Actions, Jenkins, and other automation platforms
  • Maintaining compliance and auditability within enterprise processes

Analytics, Metrics, and Reporting

  • Utilizing Graphite dashboards to monitor team performance
  • Spotting bottlenecks and operational inefficiencies
  • Developing custom reports and data visualizations

Scaling Graphite for Enterprise Needs

  • Structuring multi-team setups and governance frameworks
  • Best practices for large-scale adoption
  • Addressing security, data retention, and compliance standards

Hands-On Workshop: Comprehensive Implementation

  • Constructing a complete enterprise-grade Graphite workflow
  • Embedding AI-based review pipelines
  • Performing team performance analysis and planning improvements

Recap 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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