Backup of MySQL via phpMyAdmin
My girlfriend runs a blog on a cheap hosting firm that doesn't provide any way of doing proper SQL dumps of the MySQL database used by the blogging software.
There are plugins for Wordpress that can do full backups, but I prefer doing raw SQL dumps + a filesystem backup. That way, you know what you get, you don't have to trust the backup plugin author to do it right.
The hosting firm does provide access to a phpMyAdmin installation which you can use to download SQL dumps. The trick is of course to do this automatically, as good backups need to be unattended.
I wrote a python program that can do this, using what turned out to be an excellent library for programmatic web browsing: mechanize.