Have you considered incorporating formal modelling?

Like:

[0] https://csci1710.github.io/2026/ and https://forge-fm.github.io/book/2026/

[1] https://elliotswart.github.io/pragmaticformalmodeling/

[2] https://quint.sh/

Only at the "hmm that seems an interesting idea" level.

Thanks for the links, going to have a read and see if I can apply any to my work.