Why it matters
DAG workflows shape batch AI. Understanding shapes design.
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The architecture
Define nodes + deps.
Topological execute.
Parallelize independent nodes.
Fail on dep failure.
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How it works end to end
Static topology.
Retries per node.
Parallel independent branches.
Argo / Airflow / Prefect run.