---
id: 4639
title: "Testing AI-powered systems at scale via Bug Bounty, part 1: traditional infrastructure"
source_domain: yeswehack.com
source_url: "https://www.yeswehack.com/security-best-practices/testing-ai-scale-traditional-infrastructure"
published_at: "2026-05-21 06:44"
tags: ["ai-security", "bug-bounty", "cloud", "cloud-security", "appsec", "api-security", "llm"]
phying_url: "https://phying.com/item/4639"
lang: en
---

# Testing AI-powered systems at scale via Bug Bounty, part 1: traditional infrastructure

## Summary

First in a three-part series on testing AI-powered systems via Bug Bounty: why the traditional stack around AI — apps, APIs, cloud and authentication layers — still needs classic AppSec testing.

## Intelligence Metadata

- **Sources:** yeswehack.com
- **Published:** 2026-05-21 06:44
- **Original:** https://www.yeswehack.com/security-best-practices/testing-ai-scale-traditional-infrastructure
- **Phying News:** https://phying.com/item/4639