Kindle's and PDFs goes together badly. This is common knowledge.
My solution is only using web-pages based formats like mobi or epub based books.
The rest... Let's say they don't get in my reading list.
Just like the web is nicer without flash, ebooks are just nicer without publishing formats like PDFs which natively can't support reflow or anything super basic required for easy reading.