Structured output: getting consistent JSON from Claude
Define schemas, validate results and handle outputs that do not match the expected format.
The CertGrove team
Put it into practice
Define the data shape your system needs before writing the prompt. Specify required fields, types and allowed values. In scenarios, distinguish syntactic correctness from business correctness: JSON that parses is not necessarily valid for the task.