We just shipped migration skills that help you try out ZenML from 11 ML/data platforms: Airflow, Argo, AzureML, Dagster, Databricks, Flyte, Kedro, Metaflow, Prefect, SageMaker, Vertex AI.

Each skill has hand-curated concept maps showing what maps 1:1, what's approximate, and what needs redesign. Plus ZenML best practices baked in and a conservative approach that flags uncertainty rather than guessing.

#MLOps #AgenticCoding #MachineLearning #OpenSource

Each platform has its own migration story. Dagster's asset-first world needs different thinking than Airflow's scheduler-first model.

For cloud platforms (AzureML, SageMaker, Vertex AI), the skills support "keep the backend" paths.

Works with Claude Code, Cursor, Codex, or any coding agent. Open-source and free. Feedback very welcome!

https://github.com/zenml-io/skills

GitHub - zenml-io/skills: AI coding agent skills for ZenML MLOps workflows — quick wins, pipeline setup, and more

AI coding agent skills for ZenML MLOps workflows — quick wins, pipeline setup, and more - zenml-io/skills

GitHub