Argo Workflows

Argo Workflows provides Kubernetes-native workflow orchestration for data pipelines and ML workflows.

Overview

PropertyValue
Namespaceargo
TypeWorkflow orchestration engine
ComponentsWorkflow controller, server

Use Cases

  • ML training pipelines
  • Data processing workflows
  • CI/CD pipeline steps
  • Batch job orchestration
kubectl get pods -n argo
# If argo CLI installed:
argo list -n argo

TODO: expand with workflow templates, cron workflows, artifact configuration, and integration with MLflow.