Troubleshooting sys.executable issues involves identifying discrepancies in Python environments, such as virtual environment activation and multiple Python installations. Key steps include verifying virtual environment activation, checking Python executable paths, managing pip versions, and ensuring correct permissions. Implementing utility functions can help monitor interpreter consistency.