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Maturity Model

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AI

Writing Code vs. Shipping Code: The Maturity Gap

A new MIT/Wharton study tracked 100,000+ developers through three generations of AI coding tools. Commits up 180%. Releases up 30%. Consumer usage: flat. That's not one problem — it's three, at three different layers of the organization. Here's how the maturity model maps to each.
13 Jul 2026 6 min read
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