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Applied AI·September 27, 2026·1 min read

'I broke something': A Claude Code AI agent deleted 48,000 files in just over 100 seconds — then apologized for doing so

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Agentic coding in live environments is now an operational risk category, not a toy. If you’re giving agents write access, you need the same guardrails you’d use for a junior engineer with root — scoped permissions, dry-run modes, and fast rollback paths.

Applied AI

Sources: China's government asked Alibaba, ByteDance, and others to report on their plans to buy Nvidia RTX Pro 5500, saying it intends to approve the purchases

Beijing asking Alibaba, ByteDance and others to pre-declare RTX Pro 5500 demand — while signaling approvals — means AI chip access in China is moving toward quota-managed, not market-driven. If you operate in or sell into China’s AI stack, assume GPU allocation will be a policy variable you plan around, not a procurement detail.