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id type title tags importance confidence created updated
81d3eb1f-489a-4f1b-b5d2-a7d2590780f8 code_pattern Comprehensive unit test coverage pattern
major-domo
python
testing
patterns
0.6 0.8 2025-12-09T23:19:36.586738+00:00 2025-12-09T23:19:36.586738+00:00

When writing unit tests for helper functions, ensure coverage includes: 1) Happy path with various input types (dict, Pydantic model), 2) Edge cases (None, empty, zero, negative values), 3) Boundary conditions (exact tolerance limits), 4) Large/small value handling, 5) Integration tests with real production models. Expanded salary cap tests from 21 to 30 by adding TestEdgeCases and TestRealTeamModel classes.