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Comment by thinkbohemian
If you want to get into:
Check out http://www.codetriage.com. It will also help give you the tools you'll need to:
Pick a few open source tools that your company uses like http://www.codetriage.com/rails/rails and start reading issues. Eventually you'll learn enough to start helping out.