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AI Agent 分析
DE

vercel-labs/deepsec

Deepsec is a security harness for finding vulnerabilities in your codebase powered by coding agents

Star
7.7k
语言
TypeScript
GitHub
来源与合规提示最近同步: Aug 16, 2026

Git-Stars 是独立产品,不隶属于 GitHub 或该项目。 分析可能由 AI 辅助生成,依据公开仓库元数据和 README 的短摘要。 我们不镜像完整 README、文档、Issue 或社媒评论。

原始 GitHub 来源方法论编辑政策

概览

Deepsec is an agent-powered vulnerability scanner that runs on your own infrastructure, designed to find hard-to-detect security issues in large-scale codebases by using advanced AI models at maximum thinking levels.

安装方式

Run `npx deepsec init` in your repo root, then `cd .deepsec && pnpm install`.

解决的问题

Deepsec solves the problem of finding subtle, long-lurking vulnerabilities that traditional static analysis tools miss, by leveraging coding agents that deeply understand code context. It is optimized for large monorepos where manual review is impractical, and can resume interrupted scans.

可以构建什么

Developers can build automated security audits for their entire codebase, integrate vulnerability scanning into CI/CD pipelines via `process --diff`, and create custom matchers for project-specific patterns. Real-world use cases include finding auth bypasses, injection flaws, and logic errors in web apps, with the ability to scale across distributed workers for massive repos.

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暂时没有社区反馈。

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暂时没有记录到风险关注。

结论

Deepsec is for teams with large, security-critical codebases who can afford high compute costs (thousands of dollars) and want deep, agent-driven vulnerability discovery. It should be avoided by small projects or those with limited budgets. The key trade-off is thoroughness vs. cost and runtime.

由 Git-Stars 分析 - 7/21/2026