#production-ai

Why Your LLM's JSON Keeps Breaking in Production (And the Fix Isn't a Better Prompt)

A production playbook for eliminating JSON truncation, schema drift, and markdown pollution in LLM structured outputs — with real code for constrained decoding, chunking, and repair layers.