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It’s essentially prompt engineering as a service with some basic quality-control features thrown in.

Sure, your engineers could implement it themselves, but don’t they have better things to do?



the quality of the prompt does not look that good from my experience reaching flexible structured output based on a schema

There are other questionable decisions and a valuable use of engineering time is indeed to evaluate candidate abstractions and think about the long-term cost of adopting them. In this case, it does not seem like it saves that much effort and in the long run means a lot of important LLM knobs are out of your control. Not a good tradeoff




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