Or is it more like no matter what happens, your "scale as a programmer" is constant?
Philip Ross argued (http://www.scientificamerican.com/article.cfm?id=the-expert-mind) that getting better at chess is possible with "correct" training. Thus, 10 years spent without correct training and the same time spent with correct training can make a vast difference.
Would that apply to programming?