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Six empirical papers on AI app builders and vibe coding landed between June 17 and August 17, 2026. Only one measures the products people buy. What each actually measures, its numbers, and the limitations its own authors state.
A candidate BuilderProof benchmark axis that scores the static type safety of the code AI app builders actually emit, measured from the untouched export with no runtime. Rubric, reproduction protocol, and an open call for comment.
Every builder now makes presentable output; the code underneath diverges. A documentation-derived read of five AI app builders on the BuilderProof output-quality axis. The numeric 0-100 ranking was withdrawn on August 21, 2026 because it reused figures from a June 2026 round the lab cannot substantiate.
