Seconding Temporal, it is definitely a second-gen workflow platform with approaches that make many Airflow frustrations nonexistent.

In particular, workflows are extremely durable, they can easily just sit indefinitely waiting on a condition and you can redeploy workers whenever, and workflows will resume exactly where they were.