For AI agents: a documentation index is available at the root level at /llms.txt and /llms-full.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.
      • AstroFully-managed data operations, powered by Apache Airflow.
      • Astro Private CloudRun Airflow-as-a-service in your environment.
      • Professional ServicesExpert Airflow services for your enterprise's success.
    • Tools
      • Cosmos
      • Orbiter
      • CLI
      • AI SDK
      • Agents
      • Blueprint
      • UpdatesThe State of Airflow 2026See the insights from over 5,800 data practitioners in the full report. Download Now ➔
  • Customers
  • Docs
    • Insights
      • Blog
      • Webinars
      • Resource Library
      • Events
    • Education
      • Academy
      • What is Airflow?
  • Pricing
Get Started Free
    • Overview
      • Overview
      • Authenticate an automation tool
      • Astro Terraform Provider
    • Book Office Hours

Product

  • Platform Overview
  • Astro
  • Astro Observe
  • Astro Private Cloud
  • Security & Trust
  • Pricing

Tools & Services

  • Cosmos
  • Docs
  • Professional Services
  • Product Updates

Use Cases

  • AI Ops
  • Data Observability
  • ETL/ELT
  • ML Ops
  • Operational Analytics
  • All Use Cases

Industries

  • Financial Services
  • Gaming
  • Retail
  • Manufacturing
  • Healthcare
  • All Industries

Resources

  • Academy
  • eBooks & Guides
  • Blog
  • Webinars
  • Events
  • The Data Flowcast Podcast
  • All Resources

Airflow

  • What is Airflow
  • Airflow on Astro
  • Airflow 3.0
  • Airflow Upgrades
  • Airflow Use Cases
  • Airflow 2.x End of Life

Company

  • Our Story
  • Customers
  • Newsroom
  • Careers
  • Contact

Support

  • Knowledge Base
  • Status
  • Contact Support
GitHubYouTubeLinkedInx
  • Legal
  • Privacy
  • Terms of Service
  • Consent Preferences

  • Do Not Sell or Share My Personal information
  • Limit the Use Of My Sensitive Personal Information

Apache Airflow®, Airflow, and the Airflow logo are trademarks of the Apache Software Foundation. Copyright © Astronomer 2026. All rights reserved.

LogoLogo
On this page
  • Common actions to automate
  • Deployment actions
  • Workspace actions
  • Organization actions
Automation & CI/CD

Automate actions on Astro

As an administrator or head of your team, you can use the Astro CLI to automate the management of Deployments and Workspaces. Some common actions you can automate include:

  • Managing users.
  • Deploying code in a CI/CD pipeline.
  • Creating Deployments.

Automating actions allows your team to interact with Astro in a predictable way that improves reliability and security. For example, when you automate code deploys with CI/CD, your can have your users deploy from a source where all of their work is tracked and reviewed, such as GitHub.

This section of documentation covers how to automate processes on Astro using Astro CLI. To start automating, you’ll first programmatically authenticate to Astro using an API token. Then, you’ll write and run a script to perform your action.

Common actions to automate

Deployment actions

  • Deploy code to your Deployment using CI/CD.
  • Update your Deployment using a Deployment file.
  • Make a request to your Deployment using the Airflow REST API.

Workspace actions

  • Manage users, Teams, and tokens in your Workspace.
  • Create preview Deployments using CI/CD.
  • Perform all Deployment-level actions on any Deployment in a Workspace.

Organization actions

  • Manage Organization users, Teams, and tokens.
  • Export audit logs.
Edit this page
Built with