I Was Paying for Hallucinated Outputs — Here's What I Did About It (1779868666273)

Every time an AI agent hallucinates, you pay twice. Once in tokens. Once in debugging time. I tracked my token usage over a month and found that ~18% of all API calls produced outputs that were either wrong, fabricated, or irrelevant. That's nearly a fifth of my budget gone to confident nonsense.