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 Duration 21 hours

Course Outline

Introduction to Graphite and Modern Code Review Workflows

  • An overview of Graphite’s architecture and essential features
  • Comprehending stacked pull requests and workflow automation
  • Configuring Graphite with GitHub for team-based projects

Graphite Installation and Configuration

  • Deploying Graphite within development environments
  • Linking repositories and managing access permissions
  • Setting up merge queues, PR inboxes, and code review policies

Optimizing Pull Request Workflows

  • Implementing stacked PRs and tracking dependencies
  • Minimizing merge conflicts while accelerating review speeds
  • Handling large codebases using Graphite’s review system

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 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 process bottlenecks and inefficiencies
  • Creating custom reports and data visualizations

Scaling Graphite in Enterprise Environments

  • Establishing multi-team setups and governance strategies
  • Best practices for large-scale rollouts
  • Addressing security, data retention, and compliance considerations

Hands-On Workshop: End-to-End Implementation

  • Building a complete enterprise Graphite workflow
  • Integrating AI-based review pipelines
  • Performing team performance analysis and planning improvements

Summary and Next Steps

Requirements

  • A solid grasp of Git-based workflows
  • Practical experience with software development and version control systems
  • Knowledge of code review practices 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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