Your AI Assistant Just Bought a $30,000 Cloud Subscription

Your AI Assistant Just Bought a $30,000 Cloud Subscription A postmortem of the $30K Claude bill incident. The Story In May 2026, a story made the rounds: "AWS user gets $30K Claude bill after cost alert misses it." Two weeks later, another company reported a $38,000 AWS Bedrock bill caused by a prompt caching miss. A single prompt cache miss. $38,000. Not a billion-dollar enterprise. A regular business running AI agents. How Runaway Costs Actually Happen When you tell...

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