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AI browser agents moved from demos to enterprise deployments in 2026. We compare OpenAI's ChatGPT Agent, Perplexity Comet, Anthropic's Computer Use, Amazon Nova Act, and Island's governed browser — benchmarks, enterprise controls, and where each one breaks.
AI platform engineering is a distinct discipline from ML ops and generic platform engineering. A practical guide to scoping, staffing, and operating an AI platform team — from first hire to org-wide enablement.
When GPU spend crosses $500k/month, informal cost discipline stops working. A FinOps playbook for large AI compute bills — attribution, commitments, workload placement, and the structural changes that matter.
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