Callaghan's lived experience: once graphs and structured logs are in place, answering one question surfaces other unexplained patterns. A casual glance at 404s uncovered a username-scraping bot; blocking it dropped request time by 7.1%. Observability becomes a virtuous loop of curiosity-driven improvements that would otherwise go unnoticed.