AI‑Assisted Refactoring Turns Tech Debt Into Immediate ROI
Martin Fowler built a 150k‑line AI‑generated app, then refactored a 17,155‑line data layer using Claude and Cursor. He measured token costs before and after each refactor, proving that early AI‑driven cleanup cuts future code‑change tokens, reshaping the ROI calculus for engineering teams.