@Marvin how does prefect handle deployments that happen during a workflow?

Prefect handles deployments during a workflow using its deployment infrastructure, which includes: 1. Process: Runs the flow in a subprocess. 2. Docker: Runs flows in an ephemeral Docker container. 3. Kubernetes: Runs flows as a Kubernetes Job. 4. Serverless Cloud Providers: Runs flows in a Docker container in environments like AWS ECS, Azure Container Instance, Google Cloud Run, or Vertex AI. Deployments are registered with the API once they are called using

serve()

. They share a Python environment but can be executed and scheduled independently. For more details, visit Prefect's Deployment Guide.