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 Duration 21 hours

Course Outline

Introduction to Graphite and Modern Code Review Workflows

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

Graphite Installation and Configuration

  • Deploying Graphite across various 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 tracking dependencies
  • Minimizing merge conflicts while accelerating review cycles
  • Managing extensive codebases using Graphite’s review framework

AI-Driven Code Review and Productivity Enhancement

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

Integrating Graphite with DevOps Toolchains

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

Analytics, Metrics, and Reporting

  • Utilizing Graphite dashboards for tracking team performance
  • Identifying process bottlenecks and operational inefficiencies
  • Developing custom reports and visualizations

Scaling Graphite in Enterprise Environments

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

Hands-On Workshop: End-to-End Implementation

  • Establishing a complete enterprise Graphite workflow
  • Integrating AI-based review pipelines
  • Conducting team performance analysis and formulating 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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