A practical guide to the prompt structures and formatting choices that cause LLMs to return invalid JSON, with fixes, example prompts, and validation code.

JSON mode still breaks in predictable ways — malformed output, wrong types, dropped fields. Here's a symptom-by-symptom guide to diagnosing and fixing each one.