---
id: 1163
title: "AI Code Review Should Operate Like an Engineer"
source_domain: hackerone.com
source_url: "https://www.hackerone.com/blog/ai-code-review"
published_at: "2025-11-10 16:26"
tags: ["ai-security", "appsec", "devsecops", "code-review", "hackerone-code", "cwe"]
phying_url: "https://phying.com/item/1163"
lang: en
---

# AI Code Review Should Operate Like an Engineer

## Summary

Studies cite 4,241 CWE instances from AI coding agents and ~30% of AI-generated snippets with weaknesses; HackerOne Code responds with multi-agent review plus human expert oversight on pull requests.

## Intelligence Metadata

- **Sources:** hackerone.com
- **Published:** 2025-11-10 16:26
- **Original:** https://www.hackerone.com/blog/ai-code-review
- **Phying News:** https://phying.com/item/1163