an operator and then organize these tasks into a Directed Acyclic Graph (DAG) to manage dependencies and execution order. You can set a scheduled time similar to a cron job.
the code into metadata write data create a new DagRun push job run the actual code limit scalability and security Overall, Airflow 3 puts the API in the center, separates components, reduces database load, and supports remote or cloud-native deployment. update task status cache frequent queries easing database load boosting overall throughput reduce the chance of misuse or attacks These nodes can live outside the cluster.