Why it matters

Pydantic AI emphasizes type safety. Interop pattern applies.

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The architecture

Pydantic AI Python agents.

Type-validated I/O.

REST for Java.

Pydantic AI interopPydantic AIPython + typesREST surfacetyped schemasJava clienttyped consumerType-safety aligns well with Java records; schemas translate cleanly
Pydantic AI interop.
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How it works end to end

Type-validated agents.

OpenAPI export.

Java client from OpenAPI.

Records match Pydantic models.