Schemas, Pydantic, and validation — making the model return real data (step 2/9) · structured output

Cursor wires up a ticket-extraction prompt. Why is calling Ticket.model_validate_json(raw) (or doing your own type check) on every response non-negotiable in production?

⌘↵ runs the editor.read, then continue.

promptdojo_›phase 03 · llm apis›ch 14 · structured output

lesson 1 of 2 · schemas, pydantic, and validation — making the model return real datastep 2 / 9

Cursor wires up a ticket-extraction prompt. Why is calling Ticket.model_validate_json(raw) (or doing your own type check) on every response non-negotiable in production?

⌘↵ runs the editor.read, then continue.

Schemas, Pydantic, and validation — making the model return real data — step 2 of 9

Schemas, Pydantic, and validation — making the model return real data — step 2 of 9