AI & ML

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The Right Amount of Spec for Agentic Development

I keep seeing the same idea in conversations about agents: detailed specs are old-world overhead now. Give the model a rough goal, let it explore, fix what comes back, move on. It sounds efficient but it also hides the cost. A simple prompt looks cheap and tempting because it gets implementation started right away. Then

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Designing a Practical Private AI Operating Model with VCF 9.1

From Platform Capability to Operational Reality VCF 9.1 gives VMware teams a stronger private AI story. But having the platform capability is not the same thing as having an operating model. That distinction matters. A production AI platform needs more than GPU hosts and a few model endpoints. It needs clear consumption boundaries, network isolation,

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