All English speakers share a common writing system, but if you compare, say, the Scottish highland dialect with African-American Vernacular English, you get close to the point where the two variants could plausibly be considered different languages. Given time and distance the variants will only diverge further. Also notice how having a common Latin written language didn't prevent the various Romance languages from developing in Europe.