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Use the most specific and descriptive assertion methods available in your test framework to improve test readability and failure diagnostics. Prefer methods that clearly state intent and produce helpful error messages.

Examples:

• Use require.Empty(t, collection) instead of require.Len(t, collection, 0)
• Use require.NotZero(t, count) instead of require.True(t, count > 0)
• Use assert.EqualExportedValues(t, expected, actual) instead of proto.Equal() to get helpful diffs on failure
• Use table-driven tests to test similar functionality with different inputs:

func TestCollectionAttributes(t *testing.T) {
    // Define test cases for both string and int keys
    testCases := []struct{
        name string
        keyType string
        expected interface{}
    }{
        {"StringKey", "string", expectedStringResult},
        {"IntKey", "int", expectedIntResult},
    }
    
    for _, tc := range testCases {
        t.Run(tc.name, func(t *testing.T) {
            // Test logic with tc.keyType and tc.expected
        })
    }
}

Also use descriptive test names that follow a pattern like TestComponent_Behavior_Condition (e.g., TestLogger_FilesArentRotated_WhenDisabled) to clearly communicate what’s being tested.

These practices make tests more maintainable, easier to debug when they fail, and the intent clearer to other developers.