{"version":"1.0","generated_at":"2026-09-27T14:55:17.113933","id":2811,"slug":"ai-scan-for-pull-request-apis-in-public-preview","title":"GitHub 代码扫描的 PR AI Scan 进入公开预览，可用 REST API 管理","summary":"GitHub 为代码扫描中的拉取请求 AI Scan 开放了组织级与仓库级 REST API，公开预览阶段允许团队以程序化方式批量开启或关闭 AI 驱动的 PR 安全检测，取代逐仓库手动配置；组织级禁用优先于仓库级设置，本次仅面向 github.com 上的 GitHub Advanced Security 客户，不支持 GitHub Enterprise Server。","abstract":"GitHub 代码扫描的 PR AI Scan 进入公开预览，可用 REST API 管理 GitHub 为代码扫描中的拉取请求 AI Scan 开放了组织级与仓库级 REST API，公开预览阶段允许团队以程序化方式批量开启或关闭 AI 驱动的 PR 安全检测，取代逐仓库手动配置；组织级禁用优先于仓库级设置，本次仅面向 github.com 上的 GitHub Advanced Security 客户，不支持 GitHub Enterprise Server。 GitHub 为代码扫描中的拉取请求 AI Scan 开放了组织级与仓库级 REST API，公开预览阶段允许团队以程序化方式批量开启或关闭 AI 驱动的 PR 安全检测，取代逐仓库手动配置；组织级禁用优先于仓库级设置，本次仅面向 github.com 上的 GitHub Advanced Security 客户，不支持 GitHub Enterprise Server。 原贴提到：You can now manage GitHub code scanning’s AI Scan for pull request enabl 来源：github.blog 你现在可以通过组织级和仓库级的 REST API 端点，管理 GitHub 代码扫描中拉取请求 AI Scan 的启用。 这一公开预览为团队提供了一种程序化方式，在选定的仓库中为拉取请求推出 AI 驱动的安全检测，而无需在 GitHub UI 中手动配置每一项设置。 使用新的组织和仓库 API 来读取并更新拉取请求的 AI Scan 是否已启用。 组织设置控制拉取请…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/2811/ai-scan-for-pull-request-apis-in-public-preview","html_url":"https://opc.beizhux.com/content/2811/ai-scan-for-pull-request-apis-in-public-preview","json_url":"https://opc.beizhux.com/content/2811/ai-scan-for-pull-request-apis-in-public-preview.json","published_at":"2026-09-11T04:20:58","updated_at":"2026-09-27T14:07:53","category":{"slug":"ai-business","name":"AI小生意项目库"},"source":{"site":"github.blog","author":"Allison","url":"https://github.blog/changelog/2026-09-10-ai-scan-for-pull-request-apis-in-public-preview"},"tags":["Advanced Security","AI","AI Scan","AI安全","DevSecOps","GitHub","GitHub Advanced Security","GitHub Changelog","Pull Request","REST API","代码扫描","公开预览"],"topics":[{"slug":"ai-side-business","name":"AI副业","url":"https://opc.beizhux.com/topics/ai-side-business","reason":"这篇内容命中「项目、小生意、变现」等主题信号。"},{"slug":"ai-tools","name":"AI工具","url":"https://opc.beizhux.com/topics/ai-tools","reason":"这篇内容命中「工具」等主题信号。"}],"keywords":["AI小生意项目库","AI副业","AI工具","工具","自动化","模型","Cursor","Claude","副业","创业","项目","小生意"],"questions":[{"question":"GitHub 代码扫描的 PR AI Scan 进入公开预览，可用 REST API 管理主要讲什么？","answer":"GitHub 为代码扫描中的拉取请求 AI Scan 开放了组织级与仓库级 REST API，公开预览阶段允许团队以程序化方式批量开启或关闭 AI 驱动的 PR 安全检测，取代逐仓库手动配置；组织级禁用优先于仓库级设置，本次仅面向 github.com 上的 GitHub Advanced Security 客户，不支持 GitHub Enterprise…"},{"question":"这篇文章最值得关注的要点是什么？","answer":"GitHub 为代码扫描中的拉取请求 AI Scan 开放了组织级与仓库级 REST API，公开预览阶段允许团队以程序化方式批量开启或关闭 AI 驱动的 PR 安全检测，取代逐仓库手动配置；组织级禁用优先于仓库级设置，本次仅面向 git…；原贴提到：You can now manage GitHub code scanning’s AI Scan for pull request enabl；来源：github.blog"},{"question":"这篇文章和哪些AI专题相关？","answer":"它适合放在AI副业、AI工具专题里阅读。 关联原因：这篇内容命中「项目、小生意、变现」等主题信号。；这篇内容命中「工具」等主题信号。"},{"question":"阅读这篇文章建议先理解哪些关键词？","answer":"建议先理解AI工具、工具、自动化、模型、Cursor这些关键词，再结合正文判断工具、机会或风险是否值得进入自己的工作流。"}],"terms":[{"slug":"ai-tools-term","name":"AI工具","definition":"在AI觉醒星球里，「AI工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/ai-tools-term","path":"/glossary/ai-tools-term","json_url":"https://opc.beizhux.com/glossary/ai-tools-term.json"},{"slug":"tools","name":"工具","definition":"在AI觉醒星球里，「工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/tools","path":"/glossary/tools","json_url":"https://opc.beizhux.com/glossary/tools.json"},{"slug":"automation","name":"自动化","definition":"在AI觉醒星球里，「自动化」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/automation","path":"/glossary/automation","json_url":"https://opc.beizhux.com/glossary/automation.json"},{"slug":"ai-model","name":"模型","definition":"在AI觉醒星球里，「模型」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/ai-model","path":"/glossary/ai-model","json_url":"https://opc.beizhux.com/glossary/ai-model.json"},{"slug":"cursor","name":"Cursor","definition":"在AI觉醒星球里，「Cursor」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/cursor","path":"/glossary/cursor","json_url":"https://opc.beizhux.com/glossary/cursor.json"},{"slug":"claude","name":"Claude","definition":"在AI觉醒星球里，「Claude」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/claude","path":"/glossary/claude","json_url":"https://opc.beizhux.com/glossary/claude.json"},{"slug":"side-business","name":"副业","definition":"在AI觉醒星球里，「副业」属于「AI副业」方向。筛选AI副业、AI小生意、项目认知和可收费交付案例，关注普通人可以验证、复制和沉淀的方法。 从真实痛点出发，先做能收费的小验证。","topic_slug":"ai-side-business","topic_name":"AI副业","topic_title":"AI副业：小生意、项目机会与可收费交付","topic_url":"https://opc.beizhux.com/topics/ai-side-business","topic_path":"/topics/ai-side-business","url":"https://opc.beizhux.com/glossary/side-business","path":"/glossary/side-business","json_url":"https://opc.beizhux.com/glossary/side-business.json"},{"slug":"startup","name":"创业","definition":"在AI觉醒星球里，「创业」属于「AI副业」方向。筛选AI副业、AI小生意、项目认知和可收费交付案例，关注普通人可以验证、复制和沉淀的方法。 从真实痛点出发，先做能收费的小验证。","topic_slug":"ai-side-business","topic_name":"AI副业","topic_title":"AI副业：小生意、项目机会与可收费交付","topic_url":"https://opc.beizhux.com/topics/ai-side-business","topic_path":"/topics/ai-side-business","url":"https://opc.beizhux.com/glossary/startup","path":"/glossary/startup","json_url":"https://opc.beizhux.com/glossary/startup.json"}],"preview_hidden_sections":[],"related_items":[{"id":3092,"title":"三分之二的 IT 领导者报告 AI 成果，但很少有人会为此打断 CEO 的假期","url":"https://opc.beizhux.com/content/3092/two-thirds-of-it-leaders-report-ai-results-but-few-would-interrupt-the-ceo-s-vacation-over-them","summary":"AI 泡沫争论的关键问题是 AI 实验室收入能否支撑数据中心建设。Azeem Azhar 分享轶事：约 160 名 IT 副总裁中三分之二有可衡量 AI 成果，但仅约八人认为成果好到能打断 CEO 暑假。企业 AI 回报仍缓慢且难在全经济层面记录，许多公司转向开放权重模型，BCG 调查显示约 70% CEO 有动力美…","access_level":"member"},{"id":3097,"title":"Nvidia 的 SoL-Pi 系统通过优化 harness 将近乎一半的编码 agent token 用量削减","url":"https://opc.beizhux.com/content/3097/nvidia-s-sol-pi-system-cuts-coding-agent-token-usage-nearly-in-half-by-optimizing-the-harness","summary":"Nvidia 论文提出 SoL-Pi，自动优化编码 agent 的控制层 harness。在 EdgeBench 上，token 用量下降 44.7% 到 49%，性能大致持平；按当前 API 价格估算，每小时可节省 4.36 到 13.50 美元。","access_level":"member"},{"id":3084,"title":"使用指标 API 新增拉取请求审查阶段","url":"https://opc.beizhux.com/content/3084/usage-metrics-api-adds-pull-request-review-stages","summary":"GitHub 在企业与组织仓库级 Copilot 使用指标中新增 pull_request_review_times 数组，把 PR 从准备审查到合并拆成三个阶段，分别给出中位数和 P90 耗时，帮助团队定位审查等待发生在哪里。","access_level":"member"}],"usage_policy":{"summarizable":true,"preferred_url":"https://opc.beizhux.com/content/2811/ai-scan-for-pull-request-apis-in-public-preview","private_fields_excluded":true}}