I'd try to make the short stories work as best they can as short stories, having prepared an outline of the setting to keep things consistent. Then, once you've got the stories see if they can be arranged into a novel arc, but I'm pretty sure an idea for a new novel will develop from the work.
Like Geoff, I was going to mention Asimov's Foundation series as a good example.
Graham
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