John_Maxwell_IV comments on How valuable is volunteering? - Less Wrong Discussion
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Figure out what technologies the open-source project uses, then google "X tutorial" for each such X. Or get an book on X. Build a simple app of your own using X, then start to extend it by searching an X reference for information on what you want to be able to do. Google ruthlessly whenever you run in to problems. (Professional software developers are Googling constantly.)