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Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.