Deploying Airflow means installing its components and delivering the DAG code to them, with separate environments (development, production). Containers are used, often Docker Compose or Kubernetes with the official Helm chart, and a delivery flow where DAGs are versioned, tested, then synced to the scheduler and workers.
Example
docker compose up airflow-init && docker compose up -d