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 Duration 21 hours (3 days)

Course Outline

Introduction to Graphite and Contemporary Code Review Workflows

  • Overview of Graphite’s architecture and core capabilities
  • Comprehending stacked pull requests and workflow automation
  • Configuring Graphite with GitHub for team-oriented projects

Installing and Configuring Graphite

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

Enhancing Pull Request Workflows

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

AI-Powered Code Review and Productivity Boost

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

Integrating Graphite into DevOps Toolchains

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

Analytics, Metrics, and Reporting

  • Utilizing Graphite dashboards for monitoring team performance
  • Spotting bottlenecks and areas of inefficiency
  • Developing custom reports and data visualizations

Scaling Graphite for Enterprise Settings

  • Establishing multi-team structures and governance strategies
  • Best practices for large-scale deployment
  • Addressing security, data retention, and compliance requirements

Hands-On Workshop: Complete Implementation

  • Building a full-scale enterprise Graphite workflow
  • Implementing AI-based review pipelines
  • Performing team performance analysis and planning improvements

Wrap-Up and Future Steps

Requirements

  • A solid grasp of Git-based workflows
  • Practical experience with software development and version control systems
  • Familiarity with code review practices 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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