Your Billing Alarm Is Watching a Fiction: The AWS Trillion-Dollar Bug

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AWS showed customers estimated bills of billions and trillions of dollars in July 2026. No real charges hit. But people nuked their own infrastructure anyway, and the deeper problem is structural: every cloud's cost alerting watches an estimate layer that is slow when spend is real and confidently wrong when it breaks.

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