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CORRECTED PATTERN NOW: 1. ✅ Integration test (test_module_kernel_sequential_model) - BEFORE ## 🧪 Module Testing 2. ✅ ## 🧪 Module Testing (markdown section) 3. ✅ STANDARDIZED MODULE TESTING (nbgrader cell) 4. ✅ if __name__ == '__main__' block with run_module_tests_auto 5. ✅ ## 🎯 Module Summary (immediately after, no code between) FIXES APPLIED: ✅ Moved integration test function from AFTER testing section to BEFORE it ✅ Removed duplicate integration test function and markdown section ✅ Added integration test to the if __name__ == '__main__' block ✅ Clean STANDARDIZED MODULE TESTING structure Module 13_kernels now follows the exact pattern