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Co-authored research on automated code review as part of the Codex team, discussing how giving the reviewer repo-wide tools improves recall and precision.
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A Practical Approach to Verifying Code at Scale
OpenAIresearchpositiveDec 2, 2025
OpenAI developed an agentic code reviewer with repo-wide tools and execution access that improves both recall and precision in detecting bugs and vulnerabilities in AI-generated code, prioritizing signal quality over exhaustive detection.
“Author of "A Practical Approach to Verifying Code at Scale" in OpenAI”
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