DAG Based notebooks?

I currently try to write a JavaScript extension that observes a Jupyter Notebook and builds a DAG. However, it already seems to be hard to get and evaluate the output of a single cell:

Maybe that is one of the reasons why other implementations of observable notebooks are based on extra kernels?

Related:

Jupyter:

ObservableHQ:

Starboard:

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