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- Add four-tier testing architecture (inline, module, integration, system) - Implement comprehensive inline testing for Tensor, Activations, Layers, Networks modules - Create mock-based module testing approach to avoid dependency cascade - Add integration and system test directory structure - Update testing documentation with design principles and guidelines - Enhance educational testing with visual feedback and real ML scenarios - Total: 2,200+ lines of comprehensive testing across modules