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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.
  • Setting up Graphite with GitHub for team-based projects.

Graphite Installation and Configuration

  • Deploying Graphite within 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 accelerating review speed.
  • Managing large codebases using Graphite’s review system.

AI-Driven Code Review and Productivity Enhancement

  • Utilizing Graphite’s AI code review assistant.
  • Integrating open-source LLMs such as 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.
  • Ensuring compliance and auditability in enterprise workflows.

Analytics, Metrics, and Reporting

  • Leveraging 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.
  • Security, data retention, and compliance considerations.

Hands-On Workshop: End-to-End Implementation

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

Summary and Next Steps

Requirements

  • A solid understanding of Git-based workflows.
  • Prior experience in software development and version control systems.
  • Familiarity with code review and CI/CD concepts.

Target Audience

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

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