How do you handle parsing failures in structured output?

Even with structured output enforcement, occasional failures occur. Handle them by validating the output against your schema after receiving it, retrying with the validation error included as feedback, falling back to a simpler schema, or using a smaller model to fix malformed output. Production systems should always treat schema validation as a safety net, not a guarantee. ---