"Human-only commits produced the lowest rate of newly introduced Semgrep security findings in the SWE-chat comparison."
The researchers find 0.12 newly introduced security findings per thousand added lines for human-only commits, compared with 0.15 for collaborative commits and 0.47 for vibe-coded commits. This result establishes the lowest observed static-analysis finding rate for human-only commits in the analyzed sample.
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