Import your Posterous blog to a self hosted WordPress.org blog. We had several issues getting the current WordPress Posterous Importer to work so we fixed it. Here it is!
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README.md

WordPress Posterous Importer Plugin

The current one I found did not work for me - perhaps too many posts. So I forked the code from http://wordpress.org/extend/plugins/posterous-importer/developers/ to create a plugin that would work.

I used some details from this forum post to fix the 403 error http://wordpress.org/support/topic/plugin-posterous-importer-403-error-message-when-running.

I used a Gist from Brad Gessler to fix a commonly reported link issue. https://gist.github.com/bradgessler/3185320