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Duration 14 hours
Course Outline
Introduction to AI in DevOps
- Defining AI within the DevOps landscape
- Real-world use cases and advantages of AI in CI/CD pipelines
- Review of tools and platforms that enable AI-driven automation
AI-Assisted Code Development and Review
- Leveraging GitHub Copilot and comparable tools for code completion
- Conducting AI-based code quality assessments and receiving suggestions
- Automating test generation and vulnerability detection
Designing Intelligent CI/CD Pipelines
- Setting up Jenkins or GitHub Actions with AI-enhanced steps
- Triggering predictive builds and detecting smart rollbacks
- Dynamically adjusting pipelines based on historical performance data
AI-Driven Testing Automation
- Generating and prioritizing tests using AI (e.g., Testim, mabl)
- Analyzing regression tests through machine learning
- Minimizing flakiness and reducing test execution time via data-driven insights
Static and Dynamic Analysis Enhanced by AI
- Incorporating SonarQube and similar platforms into pipelines
- Automatically identifying code smells and suggesting refactoring opportunities
- Performing impact analysis and code risk profiling
Monitoring, Feedback, and Continuous Improvement
- Utilizing AI-powered observability tools and anomaly detection
- Training ML models on deployment outcomes
- Establishing automated feedback loops throughout the SDLC
Case Studies and Practical Integration
- Real-world examples of AI-enhanced CI/CD in enterprise settings
- Integration strategies for cloud-native platforms and microservices
- Addressing challenges, offering recommendations, and sharing best practices
Summary and Next Steps
Requirements
- Proficiency in DevOps and CI/CD workflows
- Foundational knowledge of version control and automation utilities
- Awareness of software testing and deployment principles
Target Audience
- DevOps engineers and platform teams
- QA automation leaders and test engineers
- Software architects and release managers
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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