https://devopstales.github.io/tags/validation/ Recent content in Validation on DevOpsTales Hugo -- gohugo.io en-US Mon, 28 Sep 2026 00:00:00 +0000 https://devopstales.github.io/ai/llm-guardrails-in-practice/ Mon, 28 Sep 2026 00:00:00 +0000 https://devopstales.github.io/ai/llm-guardrails-in-practice/ 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.