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Self-Hosting vLLM on Cloud GPUs in 2026: Sub-180ms LLM Inference for Autonomous AI Agents (Full Production Guide)

Why it matters

TL;DR: Running autonomous AI agent loops on commercial LLM APIs at scale is economically unsustainable. This guide shows the exact 2026 production setup — using vLLM v0.6+, EAGLE-3 speculative decodin...

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