Course Outline

Introduction to Graphite and Modern Code Review Workflows for Government

  • 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 for Government

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

Optimizing Pull Request Workflows for Government

  • 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 for Government

  • Using 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 for Government

  • 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 for Government

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

Scaling Graphite in Enterprise Environments for Government

  • 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 for Government

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

Summary and Next Steps for Government

 21 Hours

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