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Course Outline

Introduction to Graphite and Modern Code Review Workflows

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

Graphite Installation and Configuration

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

Optimizing Pull Request Workflows

  • Implementing stacked PRs and dependency tracking
  • Reducing merge conflicts and increasing review speed
  • Managing large codebases with Graphite’s review system

AI-Driven Code Review and Productivity Enhancement

  • Using Graphite’s AI code review assistant for government applications
  • 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 for government infrastructure
  • Ensuring compliance and auditability in enterprise workflows

Analytics, Metrics, and Reporting

  • Using Graphite dashboards for team performance tracking
  • 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 for government agencies
  • Security, data retention, and compliance considerations

Hands-On Workshop: End-to-End Implementation

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

Summary and Next Steps

Requirements

  • Proficiency in Git-centric collaboration processes
  • Demonstrated background in software engineering and version management tools
  • Knowledge of peer code assessment and continuous integration/deployment frameworks

Target Audience

  • Engineering directors and software project management personnel
  • DevOps and infrastructure engineering groups
  • Senior engineers and principal technical architects
 21 Hours

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