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Here are some of the key features of a Deployment:
  • Immutable versions: Cloud-saved workflows are snapshots (like container images).
  • Stable endpoints: A deployment ID/URL doesn’t change, even if you update the workflow version (like a K8s service endpoint stays constant).
  • Explicit updates: New workflow versions must be manually applied to deployments (just like updating an image tag in Kubernetes).
When working with RunComfy deployments and cloud-saved workflow versions, it’s helpful to think in terms of Kubernetes concepts. If you don’t use Kubernetes, you can skip the analogy, the important idea is: a Deployment is a stable endpoint pinned to a specific workflow version. A deployment in RunComfy is similar to a Kubernetes Deployment. Each one is tied to a specific workflow version, just as a Kubernetes Deployment is pinned to a specific container image tag. This ensures stability:
  • Saving a new cloud workflow version does not automatically change the deployment (like pushing a new image does not automatically update pods).
  • If you want to use the new version, you update the deployment spec to point to it—keeping the same deployment ID and endpoint URL.

Concept Mapping


Visual Comparison between RunComfy Deployment vs. K8s Deployment

Comparison between RunComfy Deployment vs. K8s Deployment