Structured LLM output is a reliability feature
Structured output is not just developer convenience.
When an LLM must produce validated objects, typed fields, and predictable failure modes, the surrounding application can test, retry, inspect, and route the result. Free-form prose is harder to integrate into business workflows.
Reliability improves when language is forced through an interface.
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