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 Duration 21 hours

Course Outline

Introduction to Graphite and Modern Code Review Workflows

  • Overview of Graphite’s architecture and its key features
  • Understanding stacked pull requests and the principles of workflow automation
  • Setting up Graphite with GitHub for collaborative team-based projects

Graphite Installation and Configuration

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

Optimizing Pull Request Workflows

  • Implementing stacked PRs and effective dependency tracking
  • Strategies for reducing merge conflicts and accelerating review speed
  • Managing large codebases efficiently using Graphite’s review system

AI-Driven Code Review and Productivity Enhancement

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

Integrating Graphite with DevOps Toolchains

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

Analytics, Metrics, and Reporting

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

Scaling Graphite in Enterprise Environments

  • Establishing multi-team setups and governance strategies
  • Best practices for large-scale rollout and adoption
  • Considering security, data retention, and compliance requirements

Hands-On Workshop: End-to-End Implementation

  • Setting up a complete enterprise-grade Graphite workflow
  • Integrating AI-based review pipelines into the workflow
  • Conducting team performance analysis and developing improvement plans

Summary and Next Steps

Requirements

  • A solid understanding of Git-based workflows
  • Practical experience with software development and version control systems
  • Familiarity with 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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