---
id: 1184
title: "How HackerOne Uses AI to Triage, Prioritize, and Validate Code Scanner Findings at Scale"
source_domain: hackerone.com
source_url: "https://www.hackerone.com/blog/ai-triage-code-validation-security"
published_at: "2025-08-21 16:57"
tags: ["ai-security", "appsec", "sast", "vulnerability-validation", "hackerone-code", "code-scanning", "anthropic"]
phying_url: "https://phying.com/item/1184"
lang: en
---

# How HackerOne Uses AI to Triage, Prioritize, and Validate Code Scanner Findings at Scale

## Summary

HackerOne Code, powered by Anthropic models, validates scanner findings by analyzing repository context, developer memories and code navigation to cut noise and surface actionable vulnerabilities.

## Intelligence Metadata

- **Sources:** hackerone.com
- **Published:** 2025-08-21 16:57
- **Original:** https://www.hackerone.com/blog/ai-triage-code-validation-security
- **Phying News:** https://phying.com/item/1184