AI for QA / Quiz
Structured Output: JSON You Can Actually Parse
Getting reliable JSON out of an LLM with schemas and validation, and handling the run that still breaks the shape.
- Difficulty
- Medium
- Format
- Quiz
- Points
- 150
- Estimate
- 7 min
// MISSION BRIEF
Your Mission
If AI output feeds a script, choose the output contract deliberately. Strict Structured Outputs provides schema adherence, while refusals and incomplete responses still need handling. Prompt-only JSON can add prose or fences, and JSON mode guarantees JSON but not schema adherence.
// FIRST CONTACT
Battle teaser
The most reliable way to get valid JSON for a pipeline is:
- ARaise temperature so it is more creative with the format
- BAsk nicely for JSON and trust the string
- CParse whatever comes back with a regex and hope
- DUse strict Structured Outputs or strict JSON-schema mode where available, then handle refusals or incomplete responses and validate before use
Answers, scoring, hints, and the full battle stay sealed.
// SKILL TAGS
prompt-engineeringstructured-outputjsonai-for-qa