ORCHESTRATION FOR DATA AND AGENTS.

Move data and agentic workflows from prototype to production.
Powered by Apache Airflow, augmented with AI.

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Introducing Otto

THE ONLY AGENT BUILT FOR APACHE AIRFLOW.

Astronomer’s Airflow expertise, plus your team’s conventions. Otto writes Dags, investigates failures, and plans upgrades grounded in both.

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01ACT

From data exploration to migration

Run Otto in your terminal or directly in Astro. Otto has access to your instance, your warehouses and your deployment history.

02REASON

Otto reasons with your context

Otto plans, executes, and verifies its work against public Airflow knowledge, Astronomer's proprietary expertise, and your private memory.

03LEARN

Every action sharpens the loop

Every fix, pattern, and correction feeds back into your private memory. The more your team uses Otto, the smarter it gets.

Raise the ceiling of data engineering with Airflow you never have to babysit

You write DAGs, Astro runs them reliably at any scale. No Kubernetes expertise required. No ops burden. Just Airflow that works the way it should.

$ brew install astro
✓ Successfully installed astro-cli v1.39.0
$ astro dev init --from-template etl
Initializing Astro project...
  • ✓ Created project directory
  • ✓ Generated example DAG
  • ✓ Project ready!
Run `astro dev start` to run Airflow locally
$ astro deploy
  • Building image...
  • Deploying to Astro...
  • ✓ Deployment complete!
View at: cloud.astronomer.io

Architecture & Performance

The Astro Engine

Three components purpose-built for Airflow: a hardened runtime, an agent-based executor, and an optimization layer that manages health and resources across deployments on any major cloud. The Astro Executor handles higher concurrency, recovers from failures automatically, and stays efficient across a wide range of workloads without constant tuning.

How we benchmarked performance

Same infrastructure, same workloads, same rules. We ran 5,400 DAGs across Astro, MWAA, and GCP Composer using a mix of CPU, memory, and I/O tasks that mirror real production patterns.

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