Integrating Generative AI in DevOps Pipelines

Explore advanced tools and techniques to harness generative AI for transforming DevOps practices. Learn how to integrate classical machine learning solutions with observability platforms to enhance efficiency and insights.

What you'll learn

Learn how to harness the power of AI to optimize DevOps pipelines and improve operational efficiency. This course, Integrating Generative AI in DevOps Pipelines, focuses on the continuous operations segment of a typical DevOps pipeline, guiding you through practical applications of AI in this critical area.

First, you'll explore how to integrate AI into existing observability platforms. You’ll see a live demonstration of these capabilities in action, helping you understand how to enhance your observability with AI. Next, you'll discover the world of ChatOps, where you’ll learn how to integrate large language models (LLMs) with popular chat platforms like Microsoft Teams. This integration allows you to automate and streamline communications. Finally, you'll see how generative AI can transform documentation processes. You’ll learn to create accurate and detailed documentation, including post-incident analysis reports, using AI’s capabilities.

By the end of this course, you’ll have a comprehensive understanding of how to apply AI across key areas of your DevOps practices.