Kimi K2 is not a vLLM problem. It's a sovereignty, MoE-reliability, and license-review problem — and here's the framework no vendor guide gives you.
Kimi K2's 256K context and 200-step tool stamina reshape enterprise RAG — but only if you treat them as a retrieval control plane, not prompt-stuffing.
The on-premise AI vs cloud AI question isn't philosophical. Seven workload tests produce a deterministic placement verdict — no hybrid handwave required.