Structured Outputs: How We Stopped Parsing LLM Responses by Hand

To prevent LLM response parsing issues, we use OpenAI's structured outputs feature, which enforces a JSON schema on the model's output. This eliminates the need for defensive parsing code and reduces maintenance. We define our schemas with Pydantic and pass them directly to the API. This approach is cleaner and more reliable than writing custom parsing code.