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/.