docs: qwen3.6-moe unreachable incident (2026-08-16) + topology reconciliation

- FastFlowLM doc: incident section (EXEC-203 exec-bit loop, client model
  ID 'frank-default-small' rejected, swap churn 14:48-15:03), FLM
  unknown-tag fallback behavior (silently loads llama3.2:1b default),
  working models.json entry recorded, promotion status -> qwen3.6-moe
- AGENTS.md: Overview + target map now reflect qwen3.6-moe:35b-a3b on
  the NPU endpoint (Dankserver llama.cpp 35B service stopped)
- deployment.md: topology table current; Dankserver frank-default-small
  section marked STOPPED 2026-08-16 (alias moved to the NPU endpoint)

AGENTS.md

@@ -2,7 +2,7 @@
 
 ## Overview
 
-This project manages deployment scripts for two LLM inference servers. Dankclaw runs a llama.cpp service for Qwen3.8-27B (unsloth UD-Q8_K_XL) with llama.cpp's `--spec-default` (ngram-mod, no draft model, Vulkan0 backend, 2 parallel slots, port 7770). Dankserver runs a llama.cpp service for Qwen3.6-35B-A3B (HauhauCS uncensored Q6_K_P) with ngram-mod speculative decoding and CPU-offloaded MoE experts. See [docs/deployment.md](docs/deployment.md) for the full deployment and update process, and [docs/qwen3.8-spec-matrix.md](docs/qwen3.8-spec-matrix.md) for the spec decision (--spec-default + Vulkan0, 2026-08-15; DSpark retired same day for a ROCm parallel crash; DFlash retired earlier for premature EOS).
+This project manages deployment scripts for two LLM inference servers. Dankclaw runs a llama.cpp service for Qwen3.8-27B (unsloth UD-Q8_K_XL) with llama.cpp's `--spec-default` (ngram-mod, no draft model, Vulkan0 backend, 2 parallel slots, port 7770). Dankclaw's NPU endpoint (FastFlowLM, `frank-default-small`, port 52625) serves Qwen3.6-35B-A3B as registry tag `qwen3.6-moe:35b-a3b` at 262144 ctx (swapped in 2026-08-16; the old llama.cpp 35B service on Dankserver is stopped). See [docs/deployment.md](docs/deployment.md) for the full deployment and update process, and [docs/qwen3.8-spec-matrix.md](docs/qwen3.8-spec-matrix.md) for the spec decision (--spec-default + Vulkan0, 2026-08-15; DSpark retired same day for a ROCm parallel crash; DFlash retired earlier for premature EOS).
 
 ## Benchmarking Policy (MANDATORY)
 
@@ -62,7 +62,7 @@ Target map:
 | Target | Host | Runtime | Service | Port |
 |--------|------|---------|---------|------|
 | Dankclaw | dank@dankclaw | llama.cpp PP head (Qwen3.8-27B UD-Q8_K_XL, split 0.40/0.60 to the Dankserver worker via RPC, MTP+ngram-mod, f16 KV) | frank-default-large | 7770 |
-| Dankclaw | dank@dankclaw | FastFlowLM NPU (XDNA2 50 TOPS, gemma4-it:e4b; see [[FastFlowLM NPU Inference]]) | frank-default-small | 52625 |
+| Dankclaw | dank@dankclaw | FastFlowLM NPU (XDNA2 50 TOPS, qwen3.6-moe:35b-a3b, 262144 ctx; see [[FastFlowLM NPU Inference]]) | frank-default-small | 52625 |
 | Dankserver | dank@dankserver | ggml-rpc worker (RTX 3090, receives the head's tensor share) | frank-pp-worker | 50052 |
 
 ## Runtime & Troubleshooting