Core
Guardrails
Guardrails are the layered deterministic checks you wrap around a non-deterministic model: input validation, output filtering, schema enforcement, confidence thresholds with refusal, and human approval for high-stakes actions. The principle is to put controls you can fully trust around a core you cannot, so the system stays safe even when the model misbehaves.
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Related course lessons
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Related concepts
Practise this in questions
RAG & Agent System DesignA brand wants an agent that never gives financial advice, stays on-voice, and never mentions competitors. Design the guardrails. →medium · Free with sign-inLLM & GenAI FundamentalsGive me three concrete hallucination mitigations, and the cost of each. →medium · Free with sign-inSystem Design & Production EngineeringDesign a job queue for long-running LLM tasks, priorities, cancellation, progress, and poison messages. →medium · Free with sign-inSystem Design & Production EngineeringDesign multi-region failover for an LLM product, including the day your model provider goes down. →hard · PremiumLLM & GenAI FundamentalsDefend a high-stakes generation pipeline against jailbreaks and hallucination at the same time. →hard · PremiumSystem Design & Production EngineeringYour product calls an external LLM API and you are on a 99.9% uptime SLA. The provider goes dark for 4 hours. Design the failover. →hard · Premium
