AI Tools for DevOps CI/CD Pipelines





As software demands for businesses increase, the need to release quicker and with fewer issues has become paramount. Continuous integration and continuous deployment (CI/CD) have become necessary steps in DevOps to improve software delivery and maintain automation. Now, with artificial intelligence (AI), it is possible to augment these steps to develop even better and faster processes. In this course, you will learn how AI can help in the CI/CD pipeline and some of the AI-based tools available to take advantage of the AI offerings and to make the transition smoother. You will begin the course with an overview of the CI/CD pipeline and look at advantages, disadvantages, and strategies for using AI-powered CI/CD pipelines. You will then explore AI tools that can support CI/CD pipelines and ways to optimize them. Next, you will discover how analytics and automation work with CI/CD pipelines. Finally, you will delve into some security options to fortify your CI/CD pipelines.


1.92

AI Tools for DevOps CI/CD Pipelines

  • outline the continuous integration and continuous deployment (CI/CD) phase of DevOps
  • recognize the benefits of using artificial intelligence (AI)-powered CI/CD pipeline tools
  • identify some of the challenges and considerations for evaluating and using AI-powered CI/CD pipelines
  • define strategies for using and integrating AI-powered CI/CD pipelines
  • recognize the features and benefits of AI tools that support CI/CD pipelines
  • use Jenkins and AI to streamline deployments
  • build a pipeline with jobs and stages using GitLab
  • outline tools and strategies that help optimize CI/CD pipelines
  • manage and debug pipelines using the Codefresh pipeline debugger
  • use DataOps in a CI/CD pipeline
  • work with Harness for automating testing in a CI/CD pipeline
  • integrate code analysis into a CI/CD pipeline using DeepCode
  • outline the use of Jenkins X and its benefits
  • Jenkins X to create a new project and develop with it
  • provide an overview of GitGuardian and how it can be used to analyze Git repositories for Secrets detection
  • use GitGuardian to perform Secrets detection


    • it_aiedopdj_03_enus