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Duration 21 hours
Course Outline
Introduction to Graphite and Modern Code Review Workflows
- Overview of Graphite’s architecture and its key features
- Understanding stacked pull requests and the principles of workflow automation
- Setting up Graphite with GitHub for collaborative team-based projects
Graphite Installation and Configuration
- Deploying Graphite across various development environments
- Connecting repositories and managing access permissions
- Configuring merge queues, PR inboxes, and establishing code review policies
Optimizing Pull Request Workflows
- Implementing stacked PRs and effective dependency tracking
- Strategies for reducing merge conflicts and accelerating review speed
- Managing large codebases efficiently using Graphite’s review system
AI-Driven Code Review and Productivity Enhancement
- Leveraging Graphite’s built-in AI code review assistant
- Integrating open-source LLMs such as Deepseek, Qwen, and Mistral Small for deeper code insights
- Generating automated suggestions and enforcing consistent quality standards
Integrating Graphite with DevOps Toolchains
- Connecting Graphite with existing CI/CD pipelines
- Integrating with GitHub Actions, Jenkins, and other automation tools
- Ensuring compliance and auditability within enterprise workflows
Analytics, Metrics, and Reporting
- Utilizing Graphite dashboards for comprehensive team performance tracking
- Identifying and addressing workflow bottlenecks and inefficiencies
- Building custom reports and data visualizations
Scaling Graphite in Enterprise Environments
- Establishing multi-team setups and governance strategies
- Best practices for large-scale rollout and adoption
- Considering security, data retention, and compliance requirements
Hands-On Workshop: End-to-End Implementation
- Setting up a complete enterprise-grade Graphite workflow
- Integrating AI-based review pipelines into the workflow
- Conducting team performance analysis and developing improvement plans
Summary and Next Steps
Requirements
- A solid understanding of Git-based workflows
- Practical experience with software development and version control systems
- Familiarity with code review processes and CI/CD concepts
Target Audience
- Engineering leads and software development managers
- DevOps and platform engineering teams
- Senior developers and technical architects
Testimonials (1)
That i gained a knowledge regarding streamlit library from python and for sure i'll try to use it to improve applications in my team which are made in R shiny