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github will render markdown documents as HTML, giving us better fonts, headings and syntax highlighting. All of these make it easier to read the README document online. We can also easily convert .md files to html or man pages using a markdown parser.

This patch converts the README file to README.md and adds in markdown formatting.

github will render markdown documents as HTML, which gives us prettier
fonts, better headings and the ability to do syntax highlighting for
code.  This makes the README easier to read on github.
Reformat the README document to take advantage of Markdown formatting.
This can be easily converted to different formats including HTML and man
pages.

Also syntax highlight all code with appropriate language markers.
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