Codacy published an article proposing an “AI coding maturity scale” and describing a path toward “loop engineering,” apparently framing how software teams can progress from AI-assisted coding to more automated development workflows. The available record provides only the title, URL, and a Hacker News listing; it does not expose the scale’s levels, evaluation criteria, or empirical results. It should therefore be read as a methodology or opinion piece, not as an established industry standard.
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