How would you architect a Julia system that mixes symbolic and numerical computation?

You separate symbolic preprocessing from numerical execution using staged compilation and specialized dispatch layers.

Hybrid symbolic-numerical systems use symbolic engines (like Symbolics.jl) to simplify or transform expressions at compile time, then generate optimized numerical kernels. Julia’s multiple dispatch allows clean separation between symbolic representations and numeric evaluation paths.