Structured outputs

Workflow

Constrain output shape and validate it before applying results.

• Declare the supported response_format schema.
• Use deterministic JSON validation.
• Treat malformed output as an evaluation failure.
• Bound recovery attempts and validate again after escalation.

Production boundary