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* fix(agents): keep null in the task output schema embedded in the prompt build_task_prompt_with_schema embeds the task output schema into the prompt via generate_model_description, whose strip_null_types defaults to True. Combined with ensure_all_properties_required, an Optional[str] = None field reaches the model as a required, non-nullable string, contradicting the provider-side response schema generated from the same model. That sanitizer targets OpenAI strict function-calling schemas. This call site produces prompt prose, where those constraints do not apply. Pass strip_null_types=False, matching the existing call for tool schemas in utilities/agent_utils.py. Fixes #6774 * test(agents): cover the output_json branch of the prompt schema build_task_prompt_with_schema embeds a schema on both the output_json and the output_pydantic branch, and this PR changes both. The regression test only built a Task with output_pydantic, so the output_json branch shipped unpinned. Parameterize over both output attributes. Checked on this branch with the fix reverted: both cases fail on the missing anyOf, and both pass with it. Also compare the anyOf members as a set, so member order is not part of the test contract. --------- Co-authored-by: Vidit Ostwal <110953813+Vidit-Ostwal@users.noreply.github.com>