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A CodeRabbit analysis of 470 pull requests found AI-generated code carries 1.7x more defects and nearly 2x more naming and style errors than human code. The author recommends wiring linters, formatters, and an LLM judge into pre-commit hooks that block violations before a human opens the diff.
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