{"version":"1.0","generated_at":"2026-09-27T14:57:39.282987","id":2230,"slug":"now-in-research-preview-codex-security-review-it-takes-a-deeper-look","title":"研究预览：Codex 安全审查——更深入地审视","summary":"OpenAI 发布 Codex 安全审查，可在 GitHub PR 中利用仓库上下文发现安全问题。","abstract":"研究预览：Codex 安全审查——更深入地审视 OpenAI 发布 Codex 安全审查，可在 GitHub PR 中利用仓库上下文发现安全问题。 OpenAI 发布 Codex 安全审查，可在 GitHub PR 中利用仓库上下文发现安全问题。 原贴提到：Now in research preview: Codex Security Review It takes a deeper look at 来源：x.com 现在在研究预览中：Codex 安全审查。它更深入地审视 GitHub 拉取请求中的安全问题，利用仓库上下文直接在 PR 中呈现可操作的发现。查看如何启用自动审查： https://t.co/OUm6Sq2ZaC https://t.co/Ut55Vg3lPO 这是什么信号？ OpenAI 在 X 上宣布推出 Codex Security Review 的研究预览，将 AI 代码分析能力扩展到安全审查领域。该功能可自动检查 GitHub pull request 中的潜在安全漏洞，并利用整个 repository 的上下文来提供直接可操作的发现，帮助开发者在合并代码前发现安全问题。 为什么重要？ 安全是软件开发生命周期中的关键环节，但传统安全审查依赖人工或独立工具，往往滞后或成本高。Codex 将安全审查集成到 PR 流程中，意味着 AI 可以在代码评审阶段就实时提供安全建议，提高开发效率并降低安全风险。 对谁有价值？ 对开发者、DevOps 团队、安全工程师以及所有使用 GitHub 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