When TDD hits a wall in legacy systems, empirical characterization testing steps in. It’s about gathering real data while wrapping fragile code in new tests — a pragmatic bridge between ‘no tests’ and safe refactoring. Most real-world codebases need exactly this kind of evidence-driven care.