Incorporate/support machine-learning-ops

[adwk67]

Look at different ML pipeline tools (not just workflow orchestration, but also model management):

• KubeFlow
• MLFlow
• Metaflow
• Argo
• Prefect
• Flyte
• Tekton
• Airflow/Luigi (mainly workflow and orchestration)

and assess next steps in terms of operator support etc.

[adwk67]

A nice summary is given here: https://achernov.medium.com/mlops-task-and-workflow-orchestration-tools-on-kubernetes-adba3020d2bc particularly these two images:

and

[adwk67]