Safety Guardrails: Content Policies, Red Teams, and Refusal Design

Agentic AI 19 min min read Updated: Feb 26, 2026 Advanced
Safety Guardrails: Content Policies, Red Teams, and Refusal Design
Advanced Topic 3 of 8

Safety Guardrails: Content Policies, Red Teams, and Refusal Design

Guardrails are layers

  • Prompt policies
  • Tool permission checks
  • Output filters
  • Human escalation

Refusal design

A good refusal is helpful: it explains what can’t be done and offers safe alternatives.

Red teaming

Attack your agent with adversarial prompts: jailbreaks, prompt injection, data exfiltration attempts.

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