---
title: "AI agents don't have to break security controls to go rogue. Here's how to keep them in check"
date: 2026-11-01
source: http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6ae79f19882a499e98ed5e385abe462e&url=https%3a%2f%2fventurebeat.com%2fsecurity%2fai-agents-dont-have-to-break-security-controls-to-go-rogue-heres-how-to-keep-them-in-check&c=15495688957541910822&mkt=en-us
description: "Isolate reusable credentials from the reasoning layer. Never pass long-lived secrets or refresh tokens directly to an LLM. Use a trusted gateway, broker, or sidecar to manage runtime authorization and ..."
---

# AI agents don't have to break security controls to go rogue. Here's how to keep them in check

Isolate reusable credentials from the reasoning layer. Never pass long-lived secrets or refresh tokens directly to an LLM. Use a trusted gateway, broker, or sidecar to manage runtime authorization and ...

*Published: 2026-11-01*