Automate deployment of data and AI applications with Amazon SageMaker Unified Studio CI/CD CLI (opens in new tab)

The CI/CD CLI for Amazon SageMaker Unified Studio (aws-smus-cicd-cli) is an open source command line tool that automates deployment of multi-service data and AI applications across pipeline stages. Data teams define their application once in a YAML manifest, DevOps teams deploy with a single command, and the CLI handles configuration substitution, dependency ordering, and resource provisioning automatically. In this post, we walk through how the CI/CD CLI works, show you how to deploy a real ...