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 Duration 21 hours

Course Outline

Introduction to Graphite and Contemporary Code Review Workflows

  • Explore Graphite’s architecture and primary functionalities
  • Comprehend stacked pull requests and workflow automation
  • Configure Graphite with GitHub for collaborative team projects

Graphite Installation and Configuration

  • Deploy Graphite across various development environments
  • Connect repositories and oversee permission settings
  • Set up merge queues, PR inboxes, and code review policies

Optimizing Pull Request Workflows

  • Adopt stacked PRs and monitor dependency tracking
  • Minimize merge conflicts while accelerating review processes
  • Manage extensive codebases using Graphite’s review system

AI-Driven Code Review and Productivity Enhancement

  • Leverage Graphite’s AI code review assistant
  • Integrate open-source LLMs such as Deepseek, Qwen, and Mistral Small for deeper code insights
  • Generate automated suggestions and uphold quality standards

Integrating Graphite with DevOps Toolchains

  • Connect Graphite with CI/CD pipelines
  • Synchronize with GitHub Actions, Jenkins, and other automation tools
  • Maintain compliance and auditability within enterprise workflows

Analytics, Metrics, and Reporting

  • Utilize Graphite dashboards to monitor team performance
  • Detect bottlenecks and operational inefficiencies
  • Develop custom reports and data visualizations

Scaling Graphite in Enterprise Environments

  • Implement multi-team configurations and governance strategies
  • Apply best practices for large-scale rollouts
  • Address security, data retention, and compliance requirements

Hands-On Workshop: End-to-End Implementation

  • Establish a complete enterprise Graphite workflow
  • Incorporate AI-based review pipelines
  • Perform team performance analysis and plan for improvement

Summary and Next Steps

Requirements

  • Familiarity with Git-based workflows
  • Experience with software development and version control systems
  • Knowledge of code review and CI/CD concepts

Audience

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

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