Tag: Pydantic

Sep 21
Schema Adherence Rate: Measuring Strict JSON-Schema and Pydantic Parameter Conformance

In modern autonomous architectures, large language models do not interact with operating systems, payment gateways, or enterprise databases through conversational prose. They operate through structured intermediate data formats: serializing parameters into JSON payloads, passing arguments to typed API endpoints, and generating structured inputs consumed by downstream runtime systems. The standard assumption among naive agent developers […]