# ZenML Quick Wins

> Investigate stack, recommend, implement high-impact ZenML features

**Subcategory:** ZenML  
**License:** MIT  
**Source:** https://github.com/zenml-io/skills/blob/main/skills/zenml-quick-wins/skills/quick-wins/SKILL.md

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## When it is useful

Improve a ZenML setup — metadata logging, experiment tracking, alerts, schedules/triggers, streaming events, secrets, Model Control Plane, or other ~5-minute MLOps quick wins.

## The Catch

Loud: OSS self-host Free forever is the $0 path; Hosted Cloud/Pro paid (Cloud 14-day trial then paid). Do not reprint Pro $399. Distinct from MLflow and W&B. Skills MIT; product ZenML Apache-2.0. HOLD nine migration twins (argo/azureml/dagster/databricks/flyte/kedro/metaflow/prefect/vertexai).