Update 10/19/2014: Google changed this so go to my new post instead:
You can now change the title URL of your Blogger post in the new Blogger design interface!
In design mode, look over in the left panel under links. Put your page URL in the Title Link box:
Permalink: A permalink is the URL of your blog post. Blogger can either automatically generate a URL for you based on the content of your post, or you can customize the portion of the URL after the date.
Title Link: Link your post title to a specific URL, or leave blank to link the title to your post.
Enclosure Links: Enclosure links help you make podcasts, MP3s, and other content in your posts playable in feeds like RSS and Atom.
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