docs: reflect Ling-3 vLLM (frank-default-large) on Dankclaw

Update target maps (AGENTS, README, deployment, deploy.sh) from the retired
ROCmFPX llama.cpp stack to the active vLLM-ROCm CIRU INT4 service on port 7770
with MTP speculative decoding. Align Dankserver to the running
vllm-awq-qwen36 (AWQ, port 34401). Refresh KB pages: Dankclaw system specs
(gpu-mem-util 0.95, CIRU venv), quantization choices (INT4 primary, MXFP4
experiment), DFlash/DSpark Dankclaw section, and the KB index topology.

docs/Running Qwen3.6 27B FP8 on Dankclaw.md

@@ -47,7 +47,7 @@ The FP8 variant requires approximately 16-17 GB. ThinkingCap-FP8 requires ~29 GB
 
 ## Prerequisites
 
-> **Production note:** Dankclaw's primary llama.cpp service now runs the ROCmFPX runtime with the Ling-3.0-flash ROCmFP4 MTP model (see `scripts/llama-server.service`). This page documents the alternative vLLM FP8 deployment of Qwen3.6-27B.
+> **Production note:** Dankclaw's primary service now runs vLLM-ROCm with the Ling-3.0-flash CIRU INT4 model (see `scripts/frank-default-large.service`). This page documents the alternative vLLM FP8 deployment of Qwen3.6-27B.
 
 Install vLLM for ROCm. Version 0.24.0+ is required for Qwen3.6 with speculative decoding: