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Duration 14 hours
Course Outline
Overview of GitHub Copilot
- Definition of GitHub Copilot and operational mechanics
- Compatible platforms and integrated development environment (IDE) support
- Application for software engineering and DevOps personnel
Initial Setup and Configuration
- Activating Copilot features in Visual Studio Code
- Formulating effective prompts for code recommendation
- Evaluation and refinement of AI-generated code
Application in DevOps Processes
- Creation of YAML configurations for CI/CD pipelines
- Development of GitHub Actions with AI assistance
- Streamlining testing, linting, and deployment procedures
Shell Scripting and Infrastructure Management
- Utilization of Copilot for shell script creation and optimization
- Requesting snippets for Dockerfiles, Terraform, or Kubernetes configurations
- Verification of automated scripts for accuracy
Enhancing Efficiency with AI Support
- Minimization of repetitive coding tasks
- Acceleration of workflows within agile development cycles
- Integration with GitHub CLI and command-line interfaces
Constraints, Ethical Considerations, and Protocols
- Identification of functional boundaries and capabilities
- Assessment of security risks and intellectual property implications
- Standard procedures for auditing AI-generated content
Practical Exercises and Operational Scenarios
- Automation of CI/CD workflows for web-based applications
- Development of standardized GitHub Action templates
- Facilitating team collaboration across multiple repositories
Conclusions and Recommended Progressions
Requirements
- Proficiency in fundamental software development principles
- Experience with Git or version control systems
- Working knowledge of YAML, shell scripting, or CI/CD tools
Target Audience
- Software developers seeking to enhance DevOps productivity
- DevOps practitioners and professionals interested in automation
- Agile team members requiring AI integration in operational workflows