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Applied AI·August 3, 2026·1 min read

The infrastructure debt AI creates isn't in the code. It's in the operations

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AI speeds up shipping code but quietly loads you with infra and ops debt—monitoring, cost controls, data governance, incident response. If you’re greenlighting AI projects, pair every build decision with an explicit owner and budget line for ongoing operations.