Astro CLI for Windows

Overview: What Astro CLI Does

Astro CLI is a free Windows command-line utility that makes it easier to develop and run Apache Airflow workflows locally. It provides a compact CLI for creating, testing, and iterating on Directed Acyclic Graphs (DAGs), suited to both beginners and experienced engineers. By connecting with the Astronomer API, the tool helps teams manage and monitor their Airflow pipelines more efficiently.

Key Capabilities

• Integrates with the Astronomer API so you can manage and observe Airflow workflows from the CLI.
• Executes DAGs on your local machine for rapid testing and on-the-fly adjustments before pushing changes.
• Offers a minimal, developer-friendly command-line experience that reduces setup friction.
• Speeds up pipeline development by enabling quick cycles of run, inspect, and modify.

Who Should Use It

Astro CLI is useful for data engineers and developers who want to validate Airflow DAGs locally without spinning up full remote environments. It’s especially helpful when you need fast feedback loops during development or want a lightweight interface for day-to-day workflow management.

Alternative Option

Recommended substitute: SHAREit (free) — listed here as an alternative option.

Quick Summary

Astro CLI streamlines local Airflow development through a simple CLI and Astronomer integration, making it a practical tool for testing, monitoring, and managing DAGs before deployment.