claude-memory/graph/code-patterns/comprehensive-unit-test-coverage-pattern-81d3eb.md
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---
id: 81d3eb1f-489a-4f1b-b5d2-a7d2590780f8
type: code_pattern
title: "Comprehensive unit test coverage pattern"
tags: [major-domo, python, testing, patterns]
importance: 0.6
confidence: 0.8
created: "2025-12-09T23:19:36.586738+00:00"
updated: "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.