Getting Reliable Structured Outputs from LLMs: Validation, Retries and Constrained Decoding

The fixture suite turns the sentences above into fourteen test cases, from a missing required key and a code fence around the JSON to a fabricated quote, a refusal and exhaustion with no fourth call.