The API tax: Why AI agents stall without infrastructure context

Enterprises continue to face an autonomous cloud bottleneck that breaks autonomous operations and leads to failure. This architectural flaw leaves AI agents without complete cross-domain context, including Infrastructure as Code (IaC), application topology, security, cost, and policies, creating shadow infrastructure. At env zero , we’ve found the fix isn’t a smarter AI model but a shared context layer that connects declared intent with what’s actually running in the cloud. We combine IaC management capabilities with CloudQuery’s cloud inventory and context capabilities, and early customers...

Source: The New Stack

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