The Astro CLI has introduced a Local Upgrade Test command to address the challenges users face when upgrading Apache Airflow, including issues with incompatible dependencies and API changes that can break existing Directed Acyclic Graphs (DAGs). The upgrade process, traditionally time-consuming and error-prone, is streamlined by this feature, which allows users to test upgrades locally, avoiding potential disruptions in production environments. The command offers two main functionalities: the Version Test, which identifies changes in Airflow providers and Python packages, and the DAG Test, which detects DAGs with import errors due to incompatibilities. By providing these insights, users can make necessary adjustments before deploying updates, ensuring a smoother transition to new Airflow versions. The tool also facilitates Continuous Integration/Continuous Deployment (CI/CD) pipelines for seamless deployment, reducing the risk of breaking production environments and enabling a more efficient and confident upgrade process.