A friend noticed a problem with my site, and that link has the solution to it. Basically you install a plugin and it is done. I am not sure when the trouble started, but my guess is that the last update from WordPress fired it.
The interesting thing is that I didn’t notice because I always acces the administration page, not the site on itself. Funny.