What Is Gitops And How Can It Support Machine Learning Operations?

GitOps is a way of implementing continuous delivery for cloud native applications, based on the idea of using Git as a single source of truth for declarative infrastructure and applications. GitOps can reduce the risk of errors that can be introduced when manually updating systems, and it makes it easy for teams to collaborate and make changes to the system. CI/CD is a software development practice that helps to ensure that code is always in a deployable state, and it can significantly speed up the software delivery process. GitOps and CI/CD complement each other, as GitOps provides a way to automate the deployment of code changes, while CI/CD helps to ensure that code is always in a deployable state.