A lot of AI cost advice starts too late. People notice the bill. Then they start asking what went wrong. While building with AI tools every day, I kept running into a more annoying reality. The expensive part usually happened earlier, when nothing looked obviously broken. The prompt still worked. The response still came back. The tool still felt productive. But the context had quietly gotten fatter. The retries had started piling up. The lazy copy-paste habit had turned one reasonable workflow into a noisy expensive one. That was the moment I started caring less about dashboards and more about live visibility. Prompt bloat does not feel urgent in the moment That is the trap. Bad AI spend rarely arrives like a dramatic production outage.…