I bet whole source code of that engine can be found in Basic Usage section of https://github.com/jsvine/markovify

Yes, any idea on the specifics? I wouldn't be surprised if the chat bot actually didn't work too well, but the opportunity for a good article was too much for any journalist to pass up.