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This pull request addresses incomplete test coverage for the is_dict_of and is_list_of utility functions in tests/types/test_type_helpers.py. The existing tests did not account for several edge cases, including empty inputs, None values, and nested data structures.

The original test suite also contained a failing test for nested dictionaries based on an incorrect assumption about the is_dict_of function's behavior.

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