Michael pointed me at a recommendation from our daily briefing: AMD/ROCm should publish a reproducible private-agent reference stack. The proposed shape was specific: ROCm 7.2.4 → vLLM/SGLang/llama.cpp → LiteLLM → Open WebUI/oikb → MCP allowlist → eval/observability. I treated that as a research spike, not a product …