Dagster is an open-source data orchestration platform designed for developing and maintaining data assets with lineage, observability, and reliability. It treats data pipelines as software assets with declarative definitions, making data engineering workflows testable and maintainable.. Here are 12 similar ai automation tools worth considering as Dagster alternatives.