The Schema Was Valid. The Translation Was in Chinese

Constraining a model's output with a JSON schema feels like the moment the LLM stops being a text generator and becomes a function. You declare the fields, the server enforces the grammar, and what comes back parses every time. After months of regex-scraping JSON out of prose, it's a genuine relief. Then you ship it, and you find out what a schema...