AI & ML

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VCF Operations Fleet Management: What You Need to Know

VMware Cloud Foundation has always been more than a collection of VMware products bundled together. The hard part has never been only deploying vSphere, NSX, vSAN, operations tooling, automation, or lifecycle tooling. The hard part is operating the full stack consistently after the environment grows past one cluster, one vCenter, one NSX deployment, or one

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How to Build an Evaluation Harness for AI Agents Before Production

TL;DR An AI agent should not reach production because its last ten demonstrations looked impressive. It should reach production only after a repeatable evaluation harness proves that it can complete representative tasks, select permitted tools, use correct arguments, hand work to the right specialist, respect approval boundaries, resist adversarial instructions, and remain within defined cost

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