LLM Guardrails in Production: What Actually Breaks
The gap between a promising LLM demo and a safe, auditable production system is wider than most teams expect. Here is what we have learned shipping LLM governance frameworks at scale.
From the team
Practical thinking on GenAI, cloud architecture, and enterprise delivery — from the engineers and strategists building it every day.
The gap between a promising LLM demo and a safe, auditable production system is wider than most teams expect. Here is what we have learned shipping LLM governance frameworks at scale.
FinOps is not about restricting engineers — it is about giving them better data. A practical breakdown of the right-sizing, reserved capacity, and savings-plan interventions that move the needle fastest.
Auto-generated test cases and LLM evaluation harnesses are changing what a QA team can own. A look at the patterns that have worked across our delivery programmes.
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