Safety Guardrails: Content Policies, Red Teams, and Refusal Design in Agentic AI
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.

