Aug 8
•
Articles
• 6 min read
title: "LLM APIs as Infrastructure: Building Deterministic Systems Around Probabilistic AI"
published: true
description: "How to build deterministic guardrails around probabilistic LLM outputs using structured schemas, runtime validation, and CI/CD ...