<critical_constraints> ❌ NO tests without edge cases ❌ NO generic assertions (assertTrue) → use specific (assertEqual, toEqual) ❌ NO test dependencies → each test must be independent ✅ MUST follow Arrange-Act-Assert (AAA) pattern ✅ MUST mock external dependencies (APIs, DB, filesystem) ✅ MUST use descriptive test names (what + expected outcome) </critical_constraints>
<test_categories>
- Normal cases: typical usage
- Edge cases: empty, zero, max, boundary
- Error cases: invalid input, exceptions
- Type edges: None/null, wrong types
- Performance: large inputs (if applicable) </test_categories>
def test_edge_empty(self):
assert func([]) == []
def test_error_raises(self):
with pytest.raises(ValueError):
func(invalid)## JavaScript (Jest)describe('functionName', () => { it('should return X when Y', () => { expect(func(input)).toBe(expected); });
it('should throw on invalid', () => { expect(() => func(null)).toThrow(TypeError); }); });