Sorry for bothering you, I found the problem myself. I had moved the wp-config.php up one level to make my site more secure, and that way it wasn’t configured along with the other files when I changed the prefix for the database tables. It still read (‘wp_’).
I changed that, and now everything is fine.
Thanks for building this nice plugin, I hope it’ll keep me safe now!
Ilke