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MagicMock instances are not reliably stored on Pydantic PrivateAttr via BaseLLM.__setattr__, which left _responses_delegate as None and failed last_response_id / reset_chain assertions on CI. Co-authored-by: Rip&Tear <theCyberTech@users.noreply.github.com>