diff --git a/llama/prometheus/README.md b/llama/prometheus/README.md
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-# Short-term Prometheus for llama-server (rootless podman)
-
-- Container: `prometheus-short`, host networking, web UI on 127.0.0.1:9090
-- Config: `prometheus.yml` (this dir), bind-mounted read-only +SELinux :z
-- TSDB data: `~/.local/share/prometheus-data` (7d retention)
-- Scrapes router `127.0.0.1:9931/metrics?model=qwen3.6-35b-a3b` every 10s
-- Router requires `?model=` per job (400 without it)
-
-Manage:
-    podman start prometheus-short | podman stop prometheus-short | podman logs -f prometheus-short
-    # config edits: podman exec prometheus-short kill -HUP 1   (or restart)
-
-Useful queries (qwen3.6 job):
-    increase(llamacpp:prompt_tokens_seconds[...])   # prompt tok/s windowed
-    llmacpp:predicted_tokens_seconds                 # gen tok/s gauge
-    sum(increase(llamacpp:spec_decode_num_accepted_tokens_total[5m]))
-      / sum(increase(llamacpp:spec_decode_num_draft_tokens_total[5m]))   # acceptance
-    sum(llamacpp:spec_decode_num_accepted_tokens_per_pos_total{position="1"})
-      / sum(llamacpp:spec_decode_num_accepted_tokens_per_pos_total{position="0"})  # pos1 conditional
-
-NOTE: rootless container does NOT auto-restart on machine reboot; restart manually with `podman start prometheus-short` (or promote to a quadlet user service if it outlives the short-term window).
diff --git a/llama/prometheus/prometheus.yml b/llama/prometheus/prometheus.yml
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-# Short-term Prometheus scrape config for llama-server router (user service, port 9931).
-# One scrape job per model instance; the router serves per-model metrics via ?model=.
-# Stored in the dotfiles repo for reproducibility alongside tuning notes.
-global:
-  scrape_interval: 10s
-  evaluation_interval: 30s
-
-rule_files: []
-
-scrape_configs:
-  # qwen3.6-35b-a3b (current tuning target)
-  - job_name: llama-qwen3.6-35b-a3b
-    metrics_path: /metrics
-    params:
-      model: ["qwen3.6-35b-a3b"]
-    static_configs:
-      - targets: ["127.0.0.1:9931"]
-        labels:
-          model: "qwen3.6-35b-a3b"
-
-  # NOTE: the router returns 400 for /metrics without a model param,
-  # so every job must pin ?model=. User-side aggregate is not exposed.
-
-  # Add other models later by copying the qwen3.6 job and changing params.model
-  # e.g. qwen3.8-27b, qwen3.8-flash-next, qwen3-coder-next-80b-a3b
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