vh 1a36e60d3a docs(quant-playbook): §3.7's APC-off mitigation was reverted nine days ago and the section never said so
Found while answering a question from the operator, relayed via brokkr-smithy-dev,
about whether a recorded Qwen3.8 degeneracy at ~1,700 tokens relates to a length
sensitivity just measured on the tuned Gemma-4. The record is §3.7 and the number is
~2,000 -- but reading it to answer that question surfaced that the section is stale.

§3.7 presented "disable prefix caching, keep MTP" as THE MITIGATION, resolved
2026-08-17, and stated the gen seat runs that config. It does not and has not since
that same day: APC-off passed a synthetic 7-turn probe and the operator still saw
severe degeneration in real use, so it was reverted. The multi-day hunt resolved to
the AEON W4A4 quant being defective, with MTP / prefix-caching / gateway merely
amplifying it (§3.8 records the corrected causal story; §3.7 was never updated to
match).

Verified against the live container rather than against the compose file alone:
vllm-gen runs --enable-prefix-caching with qwen3_5_mtp / num_speculative_tokens 3.
stacks/gen-seat/compose.yaml carries the full corrected history inline and is the
current authority.

§3.7's superseded text is kept and fenced rather than deleted -- it is the history of
a mitigation that looked right and was not. Added a dated row to §7 per the standing
rule that a wrong playbook claim gets a superseded-claims entry, not just a fix.

The lesson inside the lesson is worth more than the correction: §3.7's own standing
rule is "gate MTP on a multi-turn coherence probe, not just single-shot acceptance."
The APC-off mitigation was gated on exactly that probe, passed it, and still failed in
real use -- the multi-turn probe was itself too small to gate on. A passing probe is
not sufficient evidence at any size that has not been calibrated against real use.
2026-08-26 16:35:43 -07:00

eshpfi-management

Infrastructure management workspace for the PFI fleet (plus the ESH home-lab host). Tracks server state, canonical Docker Compose stacks, per-host configs, and the tooling that moves them around.

See CLAUDE.md for the full set of conventions and the rules Claude Code sessions follow when working here.

The fleet

Docker hosts:

Host IP Site Role
ana-ml2 10.250.50.54 Anaheim (10.250.0.0/16) GPU / AI inference (bare metal)
ana-docker 10.250.50.70 Anaheim General-purpose Docker + cross-site hubs (VM on pfi-pve)
nh3-docker 10.100.50.40 NH3 (10.100.0.0/16) General-purpose Docker (VM on nh3-pve)
esh-docker-vm 10.0.50.45 ESH home lab (esteban.net) Home-lab Docker (VM on esh-pve, non-PFI scope)
vm-esh-nas 10.0.50.154 ESH home lab NAS-adjacent Docker, NFS-mounted shares (VM on esh-pve-nas, non-PFI scope)

Proxmox hypervisors (tracked for inventory; not Docker targets):

Host IP Site Role
pfi-pve 10.250.250.31 Anaheim Proxmox VE (188 GB / Xeon Silver 4310)
nh3-pve 10.100.250.60 NH3 Proxmox VE (62 GB / i9-13900H)
esh-pve 10.0.250.35 ESH home lab Proxmox VE (62 GB / i9-13900H)
esh-pve-nas 10.0.50.55 ESH home lab Proxmox VE, storage-dedicated (125 GB / Xeon W-1250)

Per-host snapshots of the running system live under servers/<host>/system-details.txt, refreshed via scripts/refresh-server-info.sh.

Layout

.
├── CLAUDE.md                     # conventions; loaded by Claude Code sessions
├── README.md                     # this file
├── scripts/                      # workstation tooling
│   ├── server_inspect.sh         # read-only diagnostic, runs on remote via stdin
│   ├── proxmox_inspect.sh        # Proxmox-aware probe (VMs, LXCs, storage, backup coverage)
│   ├── refresh-server-info.sh    # pull fresh system-details.txt for one/all hosts
│   ├── refresh-proxmox-info.sh   # pull fresh proxmox-details.txt for one/all PVE nodes
│   ├── add-host.sh               # register a new server (writes servers/<name>/ssh-target)
│   ├── sync-stacks.sh            # pull /opt/docker/{compose,conf}/ → stacks-mirror/
│   ├── deploy-stack.sh           # push stacks-mirror/<host>/<stack>/ with diff + prompt
│   ├── discover-fortigate.sh     # DHCP lease list from a FortiGate via SSH
│   ├── discover-unifi.sh         # client list from a UniFi Controller via REST
│   └── discover-gaps.sh          # find IPs in discovery TSVs not tracked in servers/
├── servers/                      # per-host notes + latest snapshot + ssh-target fallback
│   └── <host>/
│       ├── README.md
│       ├── system-details.txt    # regenerate on demand
│       └── ssh-target            # <ip> or <user>@<ip>, used when DNS fails
├── stacks/                       # canonical compose files (source of truth)
│   └── <stack>/
│       ├── compose.yaml
│       ├── .env.example
│       └── README.md
├── stacks-mirror/                # gitignored — live mirror from sync-stacks.sh
├── configs/                      # host-level config files that aren't docker-compose
│   ├── homepage/                 # canonical config for the fleet dashboard (on esh-docker-vm)
│   └── restic/<host>/            # resticprofile configs + pre-backup hooks
└── docs/                         # general reference (network, models, proxmox, etc.)
    └── pfi/

Current stacks

GPU (ana-ml2):

  • llama-swap — GGUF model swapper via llama.cpp (port 9292)
  • vllm — embeddings (8001) + reranker (8002) + Skywork reward classifier (8003) via vLLM

Anaheim non-GPU (ana-docker):

  • traefik, crowdsec, gitea, vaultwarden, synapse, seafile, searxng, openwebui, sillytavern, mailrise, rustdesk, dockge, it-tools
  • (mattermost retired 2026-04-21 — compose dir may still linger, containers gone)
  • Notes / feeds: miniflux (RSS, 8080), nevermore (twice-daily LLM-curated brief, 8181, multi-tenant — extracted to its own repo at vh/nevermore), memos (note server, 5230)
  • Assistant tooling: task-board (MCP + dashboard for assistant task state, 7878)
  • Fleet services: beszel (metrics hub, port 8090), dozzle-hub (log viewer, 8088), backrest (restic UI, 9898)
  • Backup target: rest-server-ana on port 8000

GPU ana-ml2 (non-canonical for now):

  • comfyui, kokoro, parakeet, vibevoice alongside the canonical llama-swap + vllm

NH3 (nh3-docker):

  • adguard, dockge, plus Beszel/Dozzle agents

NH3 (Synology 10.100.50.50):

  • rest-server-nh3 — restic backup target (port 8000)

ESH home lab (esh-docker-vm):

  • adguard, homeassistant (macvlan), esphome, mosquitto, paperless-ngx, pgadmin, calibre-web-automated, drawio, traefik, homepage, uptime-kuma, plus Beszel/Dozzle agents

ESH home lab (vm-esh-nas):

  • filezilla (web UI on port 5800), dockge, plus Beszel/Dozzle agents. Mounts /mnt/{share,music,books,media} from the Debian NAS at 10.0.50.50.

Common tasks

Refresh one host's snapshot:

scripts/refresh-server-info.sh ana-docker

Refresh all hosts:

scripts/refresh-server-info.sh all

Refresh all Proxmox nodes (separate flow — captures VM/LXC/backup-coverage):

scripts/refresh-proxmox-info.sh all

Add a new host:

scripts/add-host.sh <name> <ip-or-user@ip>
scripts/refresh-server-info.sh <name>

Validate discovery (without hitting the network):

scripts/refresh-server-info.sh --validate-only all

Push a stack to a host (with diff + confirm):

scripts/deploy-stack.sh <host> <stack>

Pull every server's compose/conf trees into stacks-mirror/ (not committed — see .gitignore):

scripts/sync-stacks.sh all

Bootstrap a new fleet repo from this one:

scripts/fork-fleet.sh ~/development/<other-fleet>-management
# optional: override the fleet-name baked into the skeleton CLAUDE.md / README
scripts/fork-fleet.sh ~/development/<dest> <fleet-name>

Mirrors the reusable tooling (everything under scripts/, the generic playbook templates, .gitignore, conventions section of CLAUDE.md) into the destination dir, strips fleet-specific content (servers/, stacks/, configs/, fleet-named playbooks (deploy-*, decouple-*), docs/orientation.md, docs/runbooks/, docs/pfi/, STATUS.md, host-pinned helper scripts), regenerates skeleton CLAUDE.md / README.md / STATUS.md with the new fleet name, and initializes a fresh git history with one "Initial commit".

The script does not create a gitea remote or push — namespace + repo name are an explicit manual step. The "next steps" output prints the exact tea repo create + git remote add + git push commands to wire it up when ready.

Backup pipeline

Backups are driven by per-host resticprofile configs under configs/restic/<host>/, scheduled via systemd timers on each host:

  • Writes: each host backs up to its site-local rest-server (rest-server-ana or rest-server-nh3), over HTTP basic-auth.
  • Authentication: shared .htpasswd file on both rest-servers, one entry per host; credentials stored in /etc/restic/restic.env on each client host.
  • Encryption: per-host client-side passphrase in /etc/restic/password (unique per repo; losing it = losing that host's backups).
  • Visibility: Backrest (http://10.250.50.70:9898) shows every repo for browsing/restore.
  • Schedule: backup at 01:00 daily, forget at 03:00 daily, weekly check --read-data-subset 10% on Sundays.
  • Prune: manual ceremony (rest-server runs with --append-only, which blocks destructive prune ops).
  • Off-site: cross-site rsync between the two rest-server data dirs is planned (not yet implemented).

Coverage status (as of 2026-04-29)

Goal: every Docker host + configs + every database covered, not just VM images.

Layer State
VM-level (Proxmox vzdump) All running guests covered across pfi-pve / nh3-pve / esh-pve-nas; esh-pve has VMID 108 uncovered
ana-docker restic (host files + DBs) configs/restic/ana-docker/ with pre-backup hooks for synapse / seafile / vaultwarden-pg / gitea (native dump) / openwebui
ana-ml2 restic configs/restic/ana-ml2/ — bare-metal host files (no DB hooks needed)
nh3-docker restic Light — no DB hooks needed
esh-docker-vm restic With DB hooks for paperless-postgres (external), home-assistant + pgadmin + uptime-kuma (host-side sqlite3), calibre-web-automated (in-container sqlite3)
vm-esh-nas restic Light — NFS mounts explicitly excluded
nh3-dev (workstation) restic /home/lkraven + /etc with language-toolchain and build-output excludes
irv-ml1 restic Cross-site to rest-server-nh3 via WireGuard
esh-vm-db restic With pg_dumpall + mongodump pre-backup hooks
Cross-site redundancy ana-nas → nh3-nas rsync at 04:00 daily; nh3-nas → ana-nas at 05:00 daily (configs/rsync/)
Prune ceremony Quarterly manual ritual documented in docs/runbooks/nh3-prune-ritual.md (DSM-mediated --append-only toggle)
offen/docker-volume-backup sidecars on esh-docker-vm Remove once restic proves itself (~1 week of clean runs)

Authoritative vs. mirror

  • Authoritative: files on each server under /opt/docker/compose/<stack>/ and /opt/docker/conf/<stack>/.
  • This workspace: source-of-truth copies under stacks/<name>/ (hand-curated), and a gitignored mirror under stacks-mirror/ pulled by sync-stacks.sh.

Edit in stacks/, push with deploy-stack.sh. Never commit stacks-mirror/ — it can contain embedded plaintext secrets from upstream compose files that haven't been audited yet.

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