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Airflow Summit session 2025-07-01

Airflow DAG Upgrade Agent: Using Google ADK, Gemini, and Vertex AI RAG Engine to Accelerate Upgrades

Event: Airflow Summit 2025

Speakers

Christian Yarros

Strategic Cloud Engineer at Google

Topics

AI/ML Airflow LLM RAG

Description

Join us to explore the DAG Upgrade Agent. Developed with Google Agent Development Kit and powered by Gemini, the DAG Upgrade Agent uses a rules-based framework to analyze DAG code, identify compatibility issues between core airflow and provider package versions, and generates precise upgrade recommendations and automated code conversions. Perfect for upcoming Airflow 3.0 migrations.