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.

Wow, that looks cool. Especially since the way of defining things in code looks pretty first-class.