I think in general people tend to overdo TDD if they do TDD, aiming for a 100% test coverage which just ends up doing what you and parent mentions, solidifies a design and makes it harder to change.

If instead every test is well intentioned and focus on testing the public API of whatever you test, not making assumptions about the internal design, you can get well tested code that is also easy to change (assuming the public interface is still OK).