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English(EN) Cloudflare pointed AI agents at 128 of its own repos. 7,245 findings were worth an engineer's time. The skill that seeded that system is now open source under M

Cloudflare 开源 AI 漏洞搜寻代理

Cloudflare 已开源一个 AI 代理系统,该系统旨在查找其自身代码仓库中的漏洞。该系统现已根据 MIT 许可协议提供,使用两个独立的 AI 代理:一个用于识别潜在问题,另一个用于验证这些发现。这种方法在 128 个代码仓库中识别出 7,245 个值得工程师关注的问题,并且重复运行提高了发现率。 AI

影响 提供了一个新颖的开源工具,用于自动化代码审计和漏洞检测。

排序理由 Cloudflare 发布了一个用于内部使用的开源工具,而不是前沿模型或核心研究。

在 Mastodon — mastodon.social 阅读 →

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Cloudflare 开源 AI 漏洞搜寻代理

本文如何被排名

Signal score
8 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Cloudflare 发布了一个用于内部使用的开源工具,而不是前沿模型或核心研究。
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

完整方法见我们的编辑标准。

报道来源 [1]

  1. Mastodon — mastodon.social TIER_1 English(EN) · sidj79 ·

    Cloudflare 将 AI 代理指向其 128 个代码仓库,发现 7,245 个值得工程师关注的问题。该系统的种子技能现已开源,归属于 M

    Cloudflare pointed AI agents at 128 of its own repos. 7,245 findings were worth an engineer's time. The skill that seeded that system is now open source under MIT. Its core rule: the agent that hunts a bug never validates it. A separate agent tries to disprove every finding. Cost…