First, I use the blog as a sort of lab notebook to record notes about and experiences with my personal projects, which I reference often. Second, I post ideas I want to share so that I don't have to repeat them over and over in online discussions.
As a bonus, the occasional post gets shared on Hacker News and generates a lot of interest.