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 Duration 21 hours

Course Outline

Introduction to Graphite and Contemporary Code Review Practices

  • Exploring Graphite’s underlying architecture and primary capabilities
  • Gaining insight into stacked pull requests and workflow automation strategies
  • Configuring Graphite with GitHub for collaborative team projects

Installing and Configuring Graphite

  • Setting up Graphite within development contexts
  • Linking repositories and administering access permissions
  • Defining merge queues, PR inboxes, and code review policies

Enhancing Pull Request Workflows

  • Adopting stacked PRs and monitoring dependencies
  • Minimizing merge conflicts and accelerating the review process
  • Oversight of extensive codebases using Graphite’s review framework

AI-Enhanced Code Review and Productivity Boost

  • Leveraging Graphite’s AI code review assistant
  • Integrating open-source LLMs such as Deepseek, Qwen, and Mistral Small for code analysis
  • Generating automated suggestions and upholding quality benchmarks

Connecting Graphite with DevOps Ecosystems

  • Synchronizing Graphite with CI/CD pipelines
  • Integration with GitHub Actions, Jenkins, and other automation platforms
  • Upholding compliance and auditability in enterprise operations

Analytics, Metrics, and Reporting

  • Utilizing Graphite dashboards to monitor team performance
  • Detecting workflow bottlenecks and areas of inefficiency
  • Developing bespoke reports and visual data representations

Scaling Graphite for Enterprise Use

  • Multi-team configurations and governance models
  • Best practices for extensive organizational rollouts
  • Addressing security, data retention, and compliance requirements

Practical Workshop: Comprehensive Implementation

  • Establishing a full-scale enterprise Graphite workflow
  • Incorporating AI-based review pipelines
  • Performing team performance analysis and outlining improvement strategies

Conclusion and Future Directions

Requirements

  • A solid grasp of Git-based development workflows
  • Practical experience with software development and version control systems
  • Working knowledge of code review practices and CI/CD principles

Target Audience

  • Engineering leads and software development managers
  • DevOps and platform engineering teams
  • Senior developers and technical architects

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