Improve Test Coverage

Here's my code and existing tests. Help me improve coverage:

IMPLEMENTATION:
[Paste your code]

EXISTING TESTS:
[Paste your test file]

CURRENT COVERAGE: [X]%

Please:
1. Identify untested code paths
2. Suggest additional test cases
3. Write the missing tests
4. Prioritize by risk (what's most important to test)