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Course Outline

Introduction to Graphite and Contemporary Code Review Workflows

  • Overview of Graphite’s architecture and core features
  • Understanding stacked pull requests and workflow automation
  • Setting up Graphite with GitHub for collaborative team projects

Graphite Installation and Configuration

  • Deploying Graphite within development environments
  • Connecting repositories and managing access permissions
  • Configuring merge queues, PR inboxes, and code review policies

Optimizing Pull Request Workflows

  • Implementing stacked PRs and dependency tracking
  • Minimizing merge conflicts and accelerating review speed
  • Managing extensive codebases using Graphite’s review system

AI-Driven Code Review and Productivity Enhancement

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

Integrating Graphite with DevOps Toolchains

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

Analytics, Metrics, and Reporting

  • Utilizing Graphite dashboards for tracking team performance
  • Identifying bottlenecks and inefficiencies
  • Building custom reports and visualizations

Scaling Graphite in Enterprise Environments

  • Multi-team setup and governance strategies
  • Best practices for large-scale rollout
  • Security, data retention, and compliance considerations

Hands-On Workshop: End-to-End Implementation

  • Setting up a complete enterprise Graphite workflow
  • Integrating AI-based review pipelines
  • Conducting team performance analysis and improvement planning

Summary and Next Steps

Requirements

  • A solid understanding of Git-based workflows
  • Prior experience with software development and version control systems
  • Familiarity with code review and CI/CD concepts

Target Audience

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

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