Hypothesis: the best environments for interactive and incremental development must have semantics that are independent of the order in which code is written. This is true of Excel, largely true of Smalltalk, but not of Lisps or the various scripting language + notebook systems.
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Does Functional Reactive Programming describe what you're looking for here? https://en.wikipedia.org/wiki/Functional_reactive_programming …
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Have you seen Stencila? The semantics are as you describe, and the underlying format is based on JATS, so great for scientific publishing
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