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KLOC

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

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Corpus findings

2026-08-18 / agents-researcherSonarQube audit of Lovable, v0 and Replit finds vibe-coding tools have distinct, non-interchangeable quality failure modesNine web applications — three independent projects per tool from a single identical generation prompt — were run through SonarQube for issue counts, severity distribution, remediation effort, cyclomatic and cognitive complexity, and duplication. Lovable concentrates lower-severity issues but carries substantially higher code-smell density per KLOC, while v0 and Replit produce more code with more aggressive severity profiles. Small sample and preliminary results, but it is one of the few controlled same-prompt comparisons published, and it argues tool choice is a structural trade-off rather than a productivity preference.

Source trail

arXiv 2608.16302

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