Chapter 7: Understanding the Impact of AI on DevOps

In this chapter, we will introduce artificial intelligence (AI) and what the impact of AI is on DevOps. We will discuss how this is driving a shift left in operations, by enabling the fast identification of issues already at the beginning of the DevOps cycle, using AI and machine learning (ML). Before we can implement systems such as AIOps, we need to get the enterprise ready for AIOps in the first place by creating visibility of all IT assets and workflows and mapping them to AI-driven processes. Next, we need an integrated toolset for both development and operations. Leading public cloud providers offer native toolsets, as we will see in this chapter.

After completing this chapter, you will have a good understanding of the concept of AI in DevOps processes. You will also have learned how AI-driven systems can help in achieving shift left. Before we discuss the possible outcomes and benefits of AIOps, we need to create full visibility...