让智能体掌控自己的推理：Du’an Lightfoot 与 Khaja Omer 的 Akamai GPU 部署实战

Agents That Own Their Inference — Du'an Lightfoot & Khaja Omer， Akamai Technologies

Akamai engineers turn dedicated-GPU inference into a measurable agent-workload decision, using vLLM labs to compare memory budgets, caching, FP8, speculative decoding, and concurrency tuning rather than assuming every optimization helps.