Tuesday, June 2, 2026

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AI

The Rs 4,800 Crore Code Error: A Claude AI Cost Post-Mortem

The promise of enterprise automation can blind engineering teams to the stark realities of utility-based API pricing models. Recently, a catastrophic infrastructure incident saw an enterprise software firm accidentally deplete Rs 4,800 crore ($575 million USD) in a single month via Anthropic’s Claude AI API platform. What wasn't an issue of malicious hacking or infrastructural vulnerability was instead something far more common: a small logic oversight in an autonomous AI agent workflow. This case study breaks down the exact mechanics behind this historic financial leak and outlines the architectural steps...