I've always replied to people who comment on my blog for a number of reasons. I feel it's polite, fosters goodwill, and I want to build a relationship with the people who read my blog.
Anyway, someone on Twitter (waves if you're reading this!) has just said that bloggers shouldn't do it...
Why? What do you do? Does it annoy you to be thanked?