Airflow 3 introduced a game-changing feature: Dag versioning.

Gone are the days of “latest only” Dags and confusing, inconsistent UI views when pipelines change mid-flight. This talk covers:

  • Visualizing Dag changes over time in the UI
  • How Dags code is versioned and can be grabbed from external sources
  • Executing a whole Dag run against the same code version
  • Dynamic Dags? Where do they fit in?!

You’ll see real-world scenarios, UI demos, and learn how these advancements will help avoid “Airflow amnesia”.

Jed Cunningham

Airflow PMC member & Principal Software Engineer at Astronomer

Ephraim Anierobi

Software Engineer at Astronomer, Apache Airflow Committer & PMC member