I agree: I don't really see what the obsession is with linear-algebra based graph theory. Yes, it's cool, yes it has interesting results, but it's not everything and we've got tools for semigroups and general algebras that may be useful here, along with natural generalizations that may emerge which may not be obvious in the linear-algebraic picture.

Anyways, thanks for the interesting blog post!