“The AI occasionally hallucinates fake promo policies or incorrect numbers - how do you install safety guardrails?”
Audit and guardrail against critical hallucinations before public release
Recommended AI Agent Skills
Automated prompt safety review checking for jailbreaks, prompt injections, and sensitive data leakage.
SafetyGuardrailsSecurity
Deterministic database security rules auditor preventing unauthorized LLM state alterations.
RulesGuardrailsDatabase
Detects and blocks jailbreak and prompt-injection attempts before they reach the main model.
GuardrailsJailbreak DetectionSafety
Action framework
- List mission-critical facts that must never be wrong (pricing, legal terms, refund policies, PII).
- Deploy input guardrails: detect and reject jailbreak attempts and adversarial prompt injection.
- Deploy output verification: use regex and rule validation to cross-check numbers, links, and promo codes against the database.
- Define a deterministic fallback: when model confidence drops or checks fail, redirect to safe canned responses or human support.
- Log 100% of guardrail interventions into a review dashboard to feed ongoing eval benchmark updates.
Before
"Add a system prompt note: 'always answer accurately, never make things up'."
After
"Added a deterministic post-check: all generated prices must match the database exactly; on any mismatch, intercept and output official pricing link."