Here's the one metric that tells you if your AI system is actually working. It's called the Verified Failure Rate.

Here's the one metric that tells you if your AI system is actually working. It's called the Verified Failure Rate. When your builder ships something, but the design is missing, the research is hallucinated, and you're sitting there frustrated wondering what went wrong? That frustration is data. That's your system breaking down in real time. Track how often outputs fail verification. That number tells you everything about the health of your workflow. Fix the failure rate, fix the frustration, fix the system. If this hit, subscribe for more AI workflow breakdowns every week.