# Stop asking AI to find bugs: meet ESAA-Security

> A curated English edition introducing ESAA-Security as a governed alternative to vague AI bug hunting.

- Author: Elzo Brito
- Language: en
- Published: 2026-06-24
- Canonical URL: https://elzobrito.com/en/blog/stop-asking-ai-to-find-bugs-meet-esaa-security/
- Translation: https://elzobrito.com/blog/pare-de-pedir-para-a-ia-achar-bugs-no-seu-projeto-conheca-o-esaa-security/

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This is a curated English edition of a public TabNews article originally published on 2026-06-24. It preserves the public argument and editorial intent while avoiding private operational details and unsupported new claims.

## Core idea

The original post argues that asking a model to "find bugs" is too loose for serious security work. ESAA-Security reframes the job as a governed process with scope, evidence, boundaries, review, and reproducible findings.

The important distinction is between intuition and auditability. A useful security agent should leave a trail that another reviewer can inspect.

## Editorial note

This translation was prepared during the governed migration of public TabNews posts into the GitHub Pages hub. Technical, security, legal, model, and market references can age quickly; verify current sources before using the article as operational guidance.

Portuguese source article: [/blog/pare-de-pedir-para-a-ia-achar-bugs-no-seu-projeto-conheca-o-esaa-security/](/blog/pare-de-pedir-para-a-ia-achar-bugs-no-seu-projeto-conheca-o-esaa-security/).