On: We ran the numbers, and there really is a pipeline...

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Our experience is similar. The skills gained in the first year -- how to actually use git, basic db skills, bash skills, bundler/nvm/etc, better debugging, better problem solving, working outside of greenfield projects, etc make a huge difference.