Lesson 2 · 12 min
JSON mode and native structured output
Force valid JSON from any model using built-in APIs — no post-processing regex. Prefill, JSON mode, and instructor compared.
Forcing JSON at the API level
Modern LLM APIs can guarantee syntactically valid JSON without any post-processing. The mechanism differs by provider — here's what each looks like.