You kick off a load test on your OpenAI integration. By the time it fails at 100,000 requests, you've spent $3,000 on tokens. The failure wasn't in your application logic. It was in your queue depth assumptions. You now know that, and it cost you three thousand dollars to find out. In 2026, this is a routine experience for engineering teams...
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