Cloud Architecture
LLM Structured Outputs in Production: Instructor, Outlines, and Building the Schema Enforcement Layer Your AI Applications Actually Need
A practitioner's guide to structured output libraries, constrained generation, schema design patterns, and keeping your JSON extraction reliable in production LLM applications.