- Without Kubeflow: Steep learning curve for users unfamiliar with Kubernetes.
- Without Kubeflow: Complex setup and configuration compared to simpler MLOps tools.
- Without Kubeflow: Documentation can be fragmented due to rapid development and multiple components.