Evaluating AI kill switches: The ceiling effect on runaway agents

Claims about AI cost control are cheap. "Cut your agent spend by 60%!" is on every landing page. So instead of a claim, here's a benchmark you can run yourself in one command -- and an honest reading of what its number actually means, because the headline percentage is the least interesting part. Th