Common pitfalls in SQLAlchemy and reflection include schema mismatches and performance issues. Maintaining updated reflected models is essential to avoid runtime errors. A hybrid approach using both reflection and static models optimizes performance. Proper exception handling and security measures are crucial for safe database interactions and maintainability.