---
title: "Sanath (@sbhat1) | Hashnode"
description: "Sanath (@sbhat1) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@sbhat1"
---

@sbhat1

# Sanath

@sbhat1 · Joined August 2026

## Comments

[Exactly. The tool gateway is where the security invariant needs to hold, regardless of what the model decides upstream. I especially like the point about testing it independently. Red teaming can expose how an agent reaches a dangerous action, while direct-call tests verify that the authority layer still blocks it. Both layers matter.](https://hashnode.com/posts/ai-agents-are-confused-deputies-designing-and-testing-the-authority-layer/6ab6268ec66464296c899f56/comment/6ab629e498c69e12733d275e#reply-6ab63a986b2994ea22b1a82a)

Reply · Article · Sep 25 · [AI Agents Are Confused Deputies: Designing and Testing the Authority Layer](https://hashnode.com/posts/ai-agents-are-confused-deputies-designing-and-testing-the-authority-layer/6ab6268ec66464296c899f56)