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Structured Outputs

Structured outputs make a model answer in a defined shape, such as JSON that follows a schema, rather than free text. That lets software use the answer directly and reject a bad one automatically. It suits extraction, classification and routing, where a system needs a value it can act on rather than a paragraph someone has to read.

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Reference Guide · 17 min read

What is Jev

Jev, released by TypeSafe AI on 2026-09-15, decides instead of writing. 14 stations across 4 kinds of responsibility, a 12-step guided journey from a ticket to a routed queue and on into an agent harness, the three answer shapes (Choice, Score, Noul) as working instruments, pricing and context limits from the vendor's own pages, and two independent preprints on where it fails. Sources checked 2026-09-24.

JevTypeSafe AISystem One modelAI AgentsClassificationStructured Outputs3D InteractiveAI Explainer

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