Scaling PII Protection Across Nested Data: Why Your Recursive Function Needs Explicit Null Handling

A compliance audit exposed PII buried four levels deep in API responses, but the recursive masking solution that solved it created a new production crisis: unhandled null values caused 400 API failures. This pattern demonstrates that recursive data processing requires explicit type handling at every step, especially for null values that can silently bypass type guards.