Argo Workflows

Kubernetes-native workflow orchestration engine for running parallel jobs, ML pipelines, and CI/CD workflows at scale.

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Key Features

✓ Container-based: Each step runs in a container
✓ CRDs: Workflow and WorkflowTemplate resources
✓ Native scaling: Leverages K8s scheduling
✓ Resource management: CPU, memory, GPU allocation
✓ DAGs: Directed acyclic graph workflows
✓ Steps: Sequential and parallel steps
✓ Loops: Iterate over items or parameters
✓ Conditionals: Branch based on results
✓ Artifacts: Pass data between steps via S3, GCS, Minio
✓ Parameters: Input/output parameter passing
✓ Retry strategies: Configurable failure handling
✓ Suspend/Resume: Manual intervention points
✓ Argo Events: Event-driven workflow triggers
✓ Argo CD: GitOps continuous delivery
✓ Kubeflow: ML pipeline integration
✓ Prometheus: Metrics and monitoring