---
title: Managed Airflow Migrations — Invoked Exchange skill
description: Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers migration to Airflow 2.11.1 (MSAA Gen 2 and 3) and Airflow 3 (MSAA Gen 3), including environment inspection, GCS download/upload and scanning patterns for breaking changes. Use when migrating the DAG code to newer Airflow version. Don't use when checking DAG run failures unrelated to code migration.
doc_version: "1.0"
last_updated: "2026-08-12T07:14:14.857Z"
canonical: https://invoked.ai/skills/managed-airflow-migrations
---

# Managed Airflow Migrations

Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers migration to Airflow 2.11.1 (MSAA Gen 2 and 3) and Airflow 3 (MSAA Gen 3), including environment inspection, GCS download/upload and scanning patterns for breaking changes. Use when migrating the DAG code to newer Airflow version. Don't use when checking DAG run failures unrelated to code migration.

- Shared by: google/skills
- Composes surfaces: 
- Tool chain: 
- Add to Invoked: https://invoked.ai/skills/managed-airflow-migrations

## Community usage

_Building — published once enough workspaces have run this skill._

## Sitemap

See the full [Exchange sitemap](https://invoked.ai/sitemap.md).