LLM Guardrails in Practice: Control the Risk, Not the Model
Models hallucinate, leak data, emit harmful content, and refuse legitimate requests. Guardrails constrain behavior without removing capability — but only the guardrails that match real risk earn their latency. The discipline is knowing which ones matter and which are noise.