Hey scottholmes, thanks for visiting the blog. I actually have a thread on the project here as well. The capacitor was added not to address any specific problem, it is just added as a ballast for any voltage droop. Not sure about the value myself but it is quite big, probably in 10000uf range.
I don't know how long has it been but the carputer is still running strong..