Oct 20, 2025 4m read Coiled lets you run ephemeral clusters in the cloud. We introduce sidecars to run arbitrary containers alongside your workload, and filestores to sync local data to the cloud and persist data across runs. We use them to run an MLflow server concurrently with model training.