> A large codebase should be a collection of small codebases, just like a large city is a collection of small cities.

Oh, great analogy there.

Just like there's almost nothing in common between a large city and a collection of small cities, a large codebase is completely different from a collection of small codebases too.

Mostly because of the same kinds of effects.