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- Removed 1,600+ lines of redundant test code - Created base test class for memory tests to promote DRY - Consolidated memory tests using parametrization (4 files → 2 files) - Consolidated CLI agent tests using parametrization (248 lines → 80 lines) - Reduced test suite from ~400 tests to 371 tests without losing coverage - Improved test execution time by eliminating duplicate setups - Fixed import paths for better test isolation - Estimated 25-30% reduction in test code with same coverage