Two related changes shipped together. The stack rename is independent but adding `vllm-reward` to the existing `vllm-qwen3` would have made that name actively misleading. **Rename:** `stacks/vllm-qwen3/ → stacks/vllm/`. Updated all in-repo references (README.md root, servers/ana-ml2/, stacks/llama-swap/, configs/restic/ana-ml2/, docs/runbooks/disaster-recovery.md). Two intentional history mentions retained (servers/ana-ml2 + stacks/vllm README). **Add `vllm-reward` service:** serves Skywork-Reward-V2-Llama-3.1-8B-AWQ on port 8003. The AWQ output is a locally-quantized model (not from HF), so bind-mounts `/tank/aimodels/llm:/local-models:ro` rather than the shared HF cache. Model config.json declares LlamaForSequenceClassification which vLLM's pooling runner picks up automatically — produces a single reward score per input via /classify. **Flag note:** the user's spec listed `--task classify`, but vLLM 0.19.1 deprecated --task in favor of --runner pooling (model architecture in config.json drives the classification head). Compose uses --runner pooling with a comment explaining the substitution. **GPU memory:** no rebalance needed — production had already tuned EMBED/RERANK down from 0.40 to 0.20 each (canonical .env.example now matches reality). Adding REWARD at 0.30 totals 0.70, leaving ~14 GB headroom on the 48 GB Ada. **Server-side:** brought existing vllm-qwen3 down, mv'd /opt/docker/compose/vllm-qwen3 → /opt/docker/compose/vllm, appended REWARD_* lines to existing .env (preserving API_KEY/HF_TOKEN), deployed new compose via scripts/deploy-stack.sh, brought all 3 services up. **Smoke tests:** - /health on 8001/8002/8003 → 200 - /v1/models on 8003 → lists Skywork/Skywork-Reward-V2-Llama-3.1-8B-AWQ with max_model_len 16384 - /classify with a sample conversation → returns LABEL_0 with prob 0.9999 (single-output regression-style reward score, expected shape for a reward model)
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Fleet disaster-recovery runbook
What breaks when a given host/service goes down, and how to recover. Ordered by blast-radius severity — read top-down.
First action for ANY multi-service outage: check ana-nas
reachability. Many fleet-wide "things are broken" events trace back
to ana-nas's NFS exports going stale. See ana-nas SPOF memory
for details, or just ping 10.250.50.50 first.
Governing principle: backups must not risk production
Any backup strategy that could take down the host it's backing up is worse than the risk it mitigates. Specifically applies to:
- NFS-serving hosts (CT 109 / ana-nas): scheduled vzdump of the
container itself is prohibited. The rootfs is trivially rebuildable;
the data lives on ospool bind-mounts captured via ZFS snapshot at
the host level. If rootfs config is worth preserving, capture via
rsync /etc /rootto a known location — no snapshot, no freeze. - DB servers on NFS storage (VM 105 / pfi-postgres): prefer
pg_dump+ restic over full vzdump. fs-freeze on NFS-backed PGDATA is a failure mode waiting to happen. - Any host with heavy I/O concurrency during the backup window:
schedule its own backup outside the fleet window OR use
mode=stop(planned brief downtime beats random-freeze risk).
Incident reference: 2026-04-23 — CT 109, 112, 113 all went offline on
pfi-pve during morning backup window. Backup suspected as trigger
(full root cause TBD). See memory/incident_ana_nas_spof.md.
Tier 0 — Storage fabric (catastrophic blast radius)
ana-nas (CT 109 on pfi-pve, 10.250.50.50)
Blast radius:
pfi-postgres (VM 105) — PGDATA on— migrated to local disk 2026-04-23. vaultwarden, gitea, paperless-ng, zammad no longer cascade on ana-nas outage. Left in history for the recovery pre-migration./mnt/db- ana-docker rest-server-ana — repo data on
/mnt/backup→ all ana-side restic clients fail (ana-docker, ana-ml2, esh-docker-vm, vm-esh-nas) - PBS-ANA datastore — NFS-backed on
/mnt/backup/pbs-ana→ fleet vzdumps fail, PBS-NH3 sync fails - ana-docker NFS mounts for
/mnt/docker,/mnt/compose,/mnt/pve-VMStorageif used → various stack misbehavior
Recovery (see full procedure in memory/incident_ana_nas_spof.md):
pct start 109on pfi-pve if stopped;pct console 109to see boot if stuck- Once responsive, remount NFS on each consumer and restart services:
- pfi-postgres:
umount -lf /mnt/db; mount /mnt/db; systemctl restart postgresql - ana-docker:
sudo mount -a; sudo docker restart rest-server— usually enough.mount -are-attempts all fstab entries and bypasses the "failed" state thatmnt-backup.mountgets stuck in (fstab uses baredefaultswithout auto-retry). If rest-server still errors with/data/.htpasswd: permission denied, you've got a ghost file on the local mount point — see incident memory for the clean-up procedure (stop rest-server, unmount NFS, rm the ghost, remount, restart). - PBS-ANA:
umount -lf /mnt/pbs-datastore; mount /mnt/pbs-datastore; systemctl restart proxmox-backup proxmox-backup-proxy
- pfi-postgres:
- Re-run failed PBS vzdump job for affected VMs (Datacenter → Backup → Run Now)
- Restic clients recover automatically on next 01:00 schedule
Prevention:
- Re-schedule ana-nas's own vzdump OUTSIDE the 03:00 fleet window (concurrent NFS load during fleet backup + self-backup is the suspected 2026-04-23 crash root cause)
- Consider moving pfi-postgres PGDATA to local VM disk (reduces SPOF)
nh3-nas (Synology RS2418+, 10.100.50.50)
Blast radius:
- nh3-docker, nh3-dev restic clients — writes to
rest-server-nh3fail - PBS-NH3 datastore — mirror sync can't write new chunks
- ana-nas → nh3-nas rsync (04:00 daily) — fails
Recovery:
- Power-cycle via DSM web UI or physical button if unresponsive
- DSM boots 3-5 minutes; NFS exports auto-start
- Verify PBS-NH3 datastore recovered:
ssh pbs-nh3 'ls /mnt/pbs-datastore/.chunks | head; systemctl restart proxmox-backup proxmox-backup-proxy' - ana-nas-side rsync retries at next 04:00; no manual action unless you want to trigger now
Notable: nh3-nas outage is LESS severe than ana-nas because:
- No production DB depends on it
- It's a mirror/DR tier, not primary
- Ana-side backups keep running independently
Tier 1 — Hypervisors (regional blast radius)
pfi-pve (Proxmox VE, 10.250.250.31)
Blast radius — everything hosted on it:
- ana-docker (VM), ana-nas (CT 109), pfi-postgres (VM 105), pfi-ana-webhost, ana-filebot, pfi-pteradactyl, pfi-tacticalrmm, ana-wg, PBS-ANA (VM), + others
Essentially all Anaheim primary services go offline. Because ana-nas lives here too, Tier-0 cascade applies simultaneously.
Recovery:
- Is the Proxmox host itself up? iDRAC/IPMI console for hardware diagnosis.
- If the host is up but VMs/CTs aren't starting:
systemctl status pve-cluster qemu-server pve-containeron the host. - Start VMs/CTs in dependency order:
- First: CT 109 (ana-nas) — everything else on the host that uses NFS depends on it
- Second: PBS-ANA VM (resume backup target)
- Third: VM 105 (pfi-postgres) — many apps wait on this
- Fourth: ana-docker, then other VMs
- After all VMs/CTs up, re-apply the Tier-0 ana-nas recovery steps for any consumers with stale NFS mounts.
Prevention: PBS-ANA → PBS-NH3 nightly sync means VM image backups are recoverable at NH3 if pfi-pve is unrecoverable; can restore key VMs to nh3-pve and cut over (cold DR).
nh3-pve (10.100.250.60)
Blast radius:
- nh3-docker (VM) — NH3 site's Docker stacks
- PBS-NH3 (VM) — DR mirror target
- Other NH3 VMs
Recovery: same pattern as pfi-pve. PBS-NH3 being down breaks DR replication but doesn't affect primary backups (ANA side is authoritative).
esh-pve + esh-pve-nas (10.0.250.35 + 10.0.50.55)
Blast radius:
- All ESH home-lab workloads: esh-docker-vm, vm-esh-nas, media services, home automation stacks
Recovery: restore VMs from PBS-ANA (cross-site pull). Not production-critical; no SLA.
sfsrv-ana (Dell R630, 10.250.250.115, iDRAC 10.250.250.110)
Blast radius: SureFire tenant workloads.
- PBS-ANA namespace
sfsrv-pvehas daily snapshots - Coordinate with tenant before any recovery action per hosting agreement
Recovery: restore from PBS-ANA sfsrv-pve namespace. Tenant may have app-level recovery procedures that take precedence.
Tier 2 — Docker hosts (per-stack blast radius)
ana-docker (VM 10.250.50.70)
Blast radius — services hosted on it:
- rest-server-ana (fleet restic target; depends on ana-nas NFS)
- Backrest UI, Beszel hub, Dozzle hub, Traefik (ANA), CrowdSec, Gitea, Vaultwarden, Seafile, Synapse, OpenWebUI, SearXNG, IT Tools, others
Recovery:
- VM restart on pfi-pve:
qm stop <vmid>; qm start <vmid> - After boot, stacks auto-start via
docker compose up -d(compose files at/opt/docker/compose/*/) - Check each stack with
docker ps/ dockge - If
/mnt/backup(NFS) is stale after pfi-pve reboot, force remount
nh3-docker (VM 10.100.50.40)
Blast radius:
- rest-server-nh3 (if migrated there — currently on nh3-nas Synology directly)
- NH3-only stacks
Recovery: VM restart on nh3-pve. Cross-site Beszel/Dozzle agents on ana-docker keep reporting independently.
esh-docker-vm + vm-esh-nas
Blast radius: ESH home-lab Docker workloads. Paperless, HA, CWA, pgadmin (esh-docker-vm); dockge, filezilla, agents (vm-esh-nas).
Recovery: VM restart on respective ESH hypervisors. Not production-critical.
Tier 3 — Workload VMs/LXCs
pfi-postgres (VM 105 on pfi-pve)
Blast radius: vaultwarden, gitea, paperless-ng databases.
Recovery: usually it's actually an ana-nas issue (see Tier 0). If postgres itself is the problem:
- Check logs:
sudo tail -200 /var/lib/postgresql/*/main/log/postgresql-*.log - If clean:
sudo systemctl restart postgresql - If WAL corruption: restore from PBS vzdump (most recent snapshot)
ana-wg (CT 113 on pfi-pve) — WireGuard VPN
Blast radius: remote-access VPN down; remote admin sessions drop but on-prem ops continue.
Recovery: pct start 113 on pfi-pve. Restart wg-quick service if needed.
pfi-pteradactyl (VM 107 on pfi-pve) — game panel
Blast radius: hosted game servers offline.
Recovery: VM restart. Not operationally critical.
pfi-tacticalrmm (VM 111 on pfi-pve) — RMM tooling
Blast radius: RMM agent dashboards; agents continue running on endpoints but can't phone home.
Recovery: VM restart; TacticalRMM services auto-start.
ana-filebot (CT 112 on pfi-pve) — file automation
Blast radius: scheduled file operations (rename, organize); low-criticality.
Recovery: pct start 112.
pfi-ana-webhost (VM on pfi-pve) — web workload
Blast radius: hosted website(s) offline.
Recovery: VM restart; web server auto-start.
Tier 4 — Specialty workloads
ana-ml2 (bare metal Supermicro, 10.250.50.54, BMC 10.250.250.50)
Blast radius: AI inference services (llama-swap, vllm). Consumer-facing chat/embedding/reward-scoring endpoints fail.
Recovery:
- Check OS via SSH. If unresponsive, BMC console at https://10.250.250.50.
- If hardware issue: BMC logs, power cycle via IPMI, check GPU health (
nvidia-smi). - Docker stacks auto-start via compose
restart: unless-stopped.
Notable: no Proxmox hypervisor involved — recovery is pure bare-metal. File-level restic runs from inside the host. No vzdump coverage (it's not a VM). Backups via restic to rest-server-ana.
SureFire hosts (sfsrv-ana, sf-ana-container, sf-r630)
Blast radius: tenant workloads (scoped to SureFire client).
Recovery: coordinate with tenant. PFI responsibility is hardware + OS layer; application recovery may need tenant input. See servers/sfsrv-ana/README.md for hosting agreement scope.
Tier 5 — Networking
FortiGate 60F (ESH gateway, 10.0.250.1)
Blast radius: ESH site WAN + inter-site VPN to ANA/NH3.
Recovery: physical console access; restore config from FortiManager if needed.
UniFi controllers (ESH 10.0.0.1, PFI 10.100.0.1)
Blast radius: UniFi AP/switch management (existing config persists on devices; only changes need the controller).
Recovery: device power cycle; controller reboot. Not critical for ongoing operations.
Cross-cutting: what to check FIRST for ambiguous outages
When symptoms are vague ("lots of things are down"), run this triage in order:
# 1. Is the Anaheim NAS alive?
ping -c 2 10.250.50.50
# 2. Are the hypervisors alive?
for h in 10.250.250.31 10.100.250.60 10.0.250.35 10.0.50.55 10.250.250.115; do
ping -c 1 -W 2 $h >/dev/null && echo "$h OK" || echo "$h DOWN"
done
# 3. WAN reachability between sites?
# (from nh3-dev to ana-side IP; from ana-side to nh3-side IP)
ping -c 2 10.250.50.70 # ana-docker from NH3
The first DOWN in the hypervisor list narrows blast radius to that site / that hypervisor's guests.
What this runbook does NOT cover
- Application-level restores from PBS / restic snapshots — that's per-service and lives in respective stack READMEs
- Full site-failover (e.g., "move PFI fleet to NH3 entirely") — requires Phase-9-style DR plan, not built
- Data-level integrity recovery (DB corruption, ZFS pool damage) — beyond this runbook's scope
Maintenance note: update this file when:
- New host gets registered (add to applicable tier)
- New SPOF discovered (add blast-radius note)
- A recovery procedure changes in practice