I don't mind parking spaces that are embedded into the townhouse.
It's very common in San Francisco, and doesn't have to detract from the walkability, as long as land area isn't devoted solely to automobile storage. Also, an urban neighborhood can't have more than 2 dedicated parking spaces per townhouse. Once you get past that, you're designing for the car.