That's part of what drove me to write TopShell, which is a notebook-like interface:

https://github.com/topshell-language/topshell

  * Information only flows downwards.
  * Computations are cached.
  * Things are automatically recomputed when the values they depend on change.
  * Things with effects is instead cleared and awaits confirmation before running.