Beyond JSON Mode: Engineering Resilient LLM Structured Outputs

Standard JSON modes in LLMs often fail silently in production due to schema drift and hallucinated keys. This guide provides a robust toolkit for implementing multi-layer validation, automated healing, and cost management to ensure enterprise-grade reliability.