---
id: 1246
title: "How AI Can Navigate Code and Catch Complex Vulnerabilities"
source_domain: hackerone.com
source_url: "https://www.hackerone.com/blog/how-ai-can-navigate-code-and-catch-complex-vulnerabilities"
published_at: "2025-04-07 13:48"
tags: ["ai-security", "sast", "llm", "static-analysis", "vulnerability-detection", "hackerone-code", "code-security"]
phying_url: "https://phying.com/item/1246"
lang: en
---

# How AI Can Navigate Code and Catch Complex Vulnerabilities

## Summary

HackerOne engineers demonstrate an AI agent that reviews routine code changes for security flaws, navigating full codebase context beyond static analysis (SAST) and deriving an exploit path autonomously.

## Intelligence Metadata

- **Sources:** hackerone.com
- **Published:** 2025-04-07 13:48
- **Original:** https://www.hackerone.com/blog/how-ai-can-navigate-code-and-catch-complex-vulnerabilities
- **Phying News:** https://phying.com/item/1246