Or, if you click on the name of a Mudcatter on a post, up comes a list of all their previous posts. So if you know someone who posted to a particular thread (say yourself), you can search through the list and find the thread.
It's laborious, especially if you pick someone who has done a lot of posts, but it can be a useful facility to fall back on.