Why Prompt-Level Guardrails Aren't Enough: The Platform Security Layers Production Agents Need
Red Hat, Tuesday, July 21st, 2026
Red Hat argues prompt-level guardrails are insufficient and details platform security layers for production AI agents.
Red Hat argues that prompt-level guardrails alone cannot secure production AI agents and outlines the platform security layers they require.
The post covers controls at the infrastructure, runtime, identity, and network levels to contain agent behavior.
It emphasizes defense in depth to handle prompt injection, data exfiltration, and unauthorized actions. Red Hat maps these needs to its platform capabilities for deploying trustworthy agents.