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Applied AI·July 21, 2026·1 min read

The agent problem nobody budgeted for

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The real cost of agentic AI isn’t just compute — it’s governance, monitoring, and failure handling that nobody put in the 2024–2025 budgets. If you’re piloting agents, assume you’ll need a control plane, audit trail, and rollback strategy long before you scale usage.