single-charm

Kubeflow Trainer Operator 2026: ML Orchestration & AI Model Lifecycle Management Guide

Stack with machine learning tools needed for local development.

Kubernetes resource dispatcher is responsible for populating namespaces with desired default resources

Kubeflow Training Operator

Charmed KServe

Velero Operator

Charm PVCViewer for visualizing PVC content

MinIO Operator

Seldon Core Operator

Operator for Dex Auth

Envoy Operator

Juju Charm for the Namespace Node Affinity tool

ML Metadata Operator

Operator for Kubeflow Dashboard

Admission Webhook Operator

Charmed OIDC Gatekeeper

Github profiles automator charm

Kubeflow RBAC roles operator

Kubeflow Trainer Operator

Kubeflow Profiles Operator