halogen-flash-server is ACTIVE again with its 2026-09-16 measured ledger (budget 33.5 GiB against a need of 27.2 — no clamp — and 14.7 GiB left for everything else), ik_llama.cpp is retired with its measurements kept as the record of why, and the new frank-small runbook covers the -mtp file, the 64 KiB/token KV arithmetic, the MTP contract, and the reasoning_effort trap that cost me every subagent on the endpoint. AGENTS.md: topology, Active Services, runbook index, and three new llama.cpp lessons (MTP is a property of the file; --jinja is what `tools` needs; a model's template can reject the harness's thinking level). Three pre-existing defects found while editing it: a truncated sentence mid-file, a harness path that does not exist on either server, and the benchmarking stop/mask recipe still calling frank-large a root unit. Truthfulness notes worth keeping: the co-tenant stall NOTE prints again, so the claim that it "no longer prints" is gone and the three observed block counts are recorded instead of a guessed threshold; and the Observability page says out loud why frank-large has no scrape job rather than leaving a silent absence.
29 KiB
AGENTS.md — serverAppConfigs Agent Rules
Overview
This repository is the single source of truth for the two homelab servers and
the FrankBook-Pro Mac mini. It tracks the Podman container stacks and the LLM
inference fleet. One repo, one checkout per host, one deploy script. All
services run from /home/dank/serverAppConfigs on each host (the 2026-08-22
merge absorbed the former vllmScripts repo, history preserved).
- Dankserver (192.168.0.235) — media/library stack (RomM, Copyparty,
Calibre-Web, Jellyfin, Plex) plus the
frank-mediumLLM service. - Dankclaw (192.168.0.143) — AI/search/dev/observability stack (SearXNG
via Gluetun, ComfyUI, OpenWebUI, Hermes, Gitea, Grafana, Prometheus, Loki,
Alloy, Pi-hole) plus TWO LLM services:
frank-large(halogen-flash-server on the gfx1151 iGPU) andfrank-small(llama.cpp on the RTX 3090). Caddy on Dankclaw reverse-proxies both hosts. - FrankBook-Pro (192.168.0.112) — macOS mini running the *arr stack
(Prowlarr, Sonarr, Radarr, Lidarr, Readarr, qBittorrent) as quadlets inside
its podman machine; all egress rides the Gluetun WireGuard netns. Deployed
via the
frankbook-prohandler.
Fleet topology (ACTIVE)
| Target | Service | Runtime | Model | Port |
|---|---|---|---|---|
| Dankserver | frank-medium |
vllm-radiance 0.9.3 (ggz14/radiance-vllm-mxfp4 patches), 2x single-GPU rootless Quadlets behind an adaptive-routing proxy | just1moremodel Qwen3.8-27B-Uncensored-MXFP4-awq + Qwen3.8-27B-DFlash2-FP8 drafter, 2x Radeon AI PRO R9700 (one card per replica, TP=1), 114688 ctx / 4 seqs each | 7770 |
| Dankclaw | frank-large |
halogen-flash-server 0.5.8 (rootless Quadlet) | peonist-ai Qwen3.8-Flash-Next w4b .hgn on the gfx1151 iGPU (Strix Halo LPDDR), 200192 ctx per conversation over one 400384-position KV pool / 2 slots, text only |
7770 |
| Dankclaw | frank-small |
mainline llama.cpp master 37b53fd (root systemd unit) | ISTA-DASLab Qwen3.8-27B-GSQ-RCO IQ3_S (-mtp + BF16 mmproj) on the RTX 3090, 131072 ctx / 1 slot, MTP speculative decoding, the fleet's vision endpoint |
7771 |
Retired endpoints (frank-npu, and every prior runtime) are in
the runbook index. The full swap history lives in
serverAppConfigs-docs/LLM/index.md — do not grow it here.
Repository Layout
dankserver/— compose.yaml + Caddyfile + .env.example for the media stackdankclaw/— compose.yaml + Caddyfile + .env.example for the AI stackshared/— homepage, Prometheus, Loki, Alloy, SearXNG configsscripts/—deploy.sh/deploy-plan.py/deploy-remote.sh, LLM serve scripts, systemd units, env tunables, bench harnessesold/— retired LLM scripts (reference only)serverAppConfigs-docs/— knowledge base (Obsidian vault, OKF format)tests/— bats suite + Playwright e2e
Git Workflow
All edits flow through git. Never edit files on a remote machine directly.
- Source the live config from the target machine
- Commit the fetched version here (redact secrets into
.env) - Edit locally
- Test —
./tests/run.shmust pass - Commit and push — origin is Gitea on Dankclaw
- Pull on the target (
deploy.shdoes this) - Deploy —
scripts/deploy.shplans and dispatches only changed services
Deployment
./scripts/deploy.sh dankclaw
./scripts/deploy.sh dankserver
./scripts/deploy.sh dankclaw --service searxng
./scripts/deploy.sh dankserver --service frank-medium
./scripts/deploy.sh dankclaw --dry-run
The planner maps changed paths to services; the remote runner restarts only
the selected service and records its revision outside the checkout.
Documentation-only changes are a no-op. LLM services are selected only by
their own files — frank-large by dankclaw/frank-large/quadlet/, frank-small
by its unit/env/serve trio in scripts/ — so unrelated container changes
cannot interrupt inference. Set FRANK_SUDO_PW for headless runs on a host
without passwordless sudo; the value never enters the repo.
Deployment completeness (MANDATORY)
A deploy is not complete when deploy.sh exits green. It requires:
./tests/run.sh— all seams green, and- the Playwright e2e suite (
tests/e2e/run.sh) — runs automatically as the[3/3]gate at the end ofdeploy.shagainst the LIVE fleet; a behavior-affecting deploy that fails it exitsDEPLOY INCOMPLETE. Bypass only with--skip-e2ein an emergency.
graph LR
A[Edit locally] --> B[Tests pass] --> C[Commit + push]
C --> D[deploy.sh plan] --> E[Target pulls ff-only]
E --> F[Dispatch selected service] --> G[Per-service health]
G --> H[Playwright e2e gate] --> I{green?}
I -->|yes| J[Deploy complete]
I -->|no| K[DEPLOY INCOMPLETE]
Boot Persistence & Self-Healing (MANDATORY)
Every deployed, working Podman container MUST have a self-healing,
boot-persistent Quadlet unit. A container that runs only from compose.yaml
or a manual podman run dies silently at reboot — rootless Podman does not
auto-start bare containers, and restart: unless-stopped does not survive the
explicit stop that shutdown performs. Never report such a service as "up".
Unit requirements:
- Boot persistence —
[Install] WantedBy=default.target, installed to~/.config/containers/systemd/<name>.container, enabled in the user manager, with linger on for the deploy user (loginctl show-user dank -p Linger→Linger=yes). - Self-healing —
Restart=always(oron-failure) with a shortRestartSec; quadlet health check where the service has one. - Repo provenance — the
.containerfile lives in this repo (<host>/<svc>/quadlet/), is installed by the deployer, and is covered by the quadlet test seam. The host-side unit is generated state; the repo file is the source of truth.
Before declaring a service deployed: systemctl --user is-enabled <name> →
enabled, is-active → active, and the container answers its health check.
A running container with no unit is a gap: write the unit, test it, deploy it.
This rule exists because reboots found gaps twice (2026-08-26: Caddy as a
bare compose container never returned; 2026-09-11: five observability
services had no units). The observability services now have units under
dankclaw/observability/quadlet/ and their compose definitions were removed —
one owner per container name. The stack is configured as of 2026-09-16: a
Grafana datasource and the llm-fleet dashboard are provisioned from
shared/grafana/provisioning/, and shared/prometheus/rules/llm-fleet.yml
loads 5 alert rules + 1 recording rule. Nothing is delivered — there is no
Alertmanager, so a firing alert reaches nobody (an operator decision, not an
oversight). Five Prometheus targets read down for structural reasons
(HTML-scraped "probes", Gitea metrics off); the remedy is a blackbox exporter.
See serverAppConfigs-docs/Infrastructure/Observability.md.
Testing
Tests are mandatory before commit (bats required on the dev machine):
./tests/run.sh
Seams: compose validity, env consistency (no leaked secrets), Caddyfile
validity, quadlet units, docs completeness including vault link integrity,
script syntax (shell + python), LLM unit integrity, LLM secret hygiene,
deployment flow, service-scoped planning, homepage config/pages/deploy/checker,
and e2e_scaffold — which fails if a Playwright spec file's number prefix is in
no project, because such a spec silently never runs.
See serverAppConfigs-docs/Architecture/Testing Policy.md.
Secret Rules
- Never commit real secrets. The live Gitea DB password and sudo password are test-enforced leak checks.
.envfiles are git-ignored; commit only.env.examplewith placeholders. Exception:scripts/*.envLLM tunables (paths and numbers, never credentials).- Do not document passwords anywhere in the repo. SSH keys are the auth
mechanism;
FRANK_SUDO_PWcovers headless sudo and never enters the repo.
External Exposure Policy (MANDATORY)
Every Caddy-proxied service is either behind the auth chain (Anubis :8923 → Authentik embedded outpost) or explicitly internal-only — no public DNS name, no vhost. New services default to internal-only until guarded.
When guarding a new vhost — provider first, then route:
- Create the outpost proxy provider FIRST (
external_host= exact vhost URL with trailing slash;internal_host = http://caddy:8017). If the vhost flips first, authenticated traffic hits the outpost error page. - Flip the vhost to
reverse_proxy anubis:8923withheader_up X-Real-Ip {remote_host}, and add the post-auth@<svc> host <vhost>handler on thehttp://:8017listener routing to the real upstream. - Anubis guard set, Caddy TLS edge, and outpost provider list change together in one deploy.
- Service-to-service traffic targets internal addresses (
loki:3100), never the public hostname — non-browser clients cannot solve challenges.
Exempt categories (document the reason in the vhost comment): the IdP itself
(auth.), git smart-HTTP endpoints, services with their own complete auth.
Deletion & Trash Policy (MANDATORY)
Never rm. Move deletions into trash so they stay recoverable:
- In-repo files →
.AGENTTRASH/beside the item's directory. - Elsewhere → dated staging dir
~/.AGENTTRASH/YYYYMMDD-topic. - List staged items and sizes; wait for explicit user approval to purge.
rm, rm -rf, and git clean -f are forbidden without explicit permission.
git * --no-verify is forbidden. The trash is a temporary hold, not an
archive.
Benchmarking Policy (MANDATORY)
STOP the production service BEFORE benchmarking — these servers serve
real users, and a bench beside a live service starves the GPU and corrupts
results. Use the runtime's own harness: llama-bench (llama.cpp), vllm bench (vLLM), and halogen-flash-server's own bench/sweep modes for
frank-large, which is the active runtime there again. Rolling your own bench
requires asking first.
Scratch ports are not used on LLM hosts — a
test process cannot share the single GPU anyway; validate against the service
itself.
This covers any GPU experiment, not just benchmarks — including a bare
2-rank RCCL/torch.distributed probe. On 2026-09-16 one such probe was run
against the live service "because it only needs 200 MB of VRAM"; the host went
hard down ~20 minutes later (no ARP reply, 100% ICMP loss from two subnets, no
recovery — a power cycle was required). A hung AQL dispatch wedging the GPU
driver is the plausible mechanism, and this host has precedent for going
unreachable until a power cycle. If an experiment needs GPUs, stop and mask
first, or use a host that serves nobody. Telling an off machine from a wedged
one: ip neigh show <ip> from a peer — FAILED means off/NIC dead, while a
merely wedged kernel usually still answers ARP.
- Stop and mask (self-healing would restart it):
- Dankclaw
frank-large(rootless Quadlet again since 2026-09-16):systemctl --user stop frank-large, then move its~/.config/containers/systemd/frank-large.containeraside andsystemctl --user daemon-reload— the quadlet generator re-creates that unit from the file on every reload, so the source is the lever, notmask. - Dankclaw
frank-small(root unit, llama.cpp on the 3090):sudo systemctl stop frank-small && sudo systemctl mask frank-small - Dankserver
frank-medium(system unit):sudo systemctl stop frank-medium && sudo systemctl mask frank-medium
- Dankclaw
- Bench.
- Unmask and start; verify
curl http://192.168.0.<host>:7770/health.
CRITICAL: never systemctl disable a system unit on these hosts — it
deletes the unit file from /etc/systemd/system/, not just the symlink.
mask symlinks to /dev/null and is safe/reversible.
Model Config (harness)
The harness reaches the fleet through .omp/agent/models.yml in the
operator's home — /home/blank/.omp/agent/models.yml on the dev box, which is
where the harness runs; there is no copy on the servers. Each provider is one
HOST:PORT; each model id is the served alias: frank-medium →
192.168.0.235:7770, frank-large → 192.168.0.143:7770, frank-small →
192.168.0.143:7771. Per-role routing lives beside it in config.yml under
modelRoles.
Resolution rules: the default model resolves as a defaultProvider +
defaultModel pair (the provider must serve the model); a subagent override
uses a bare model id, which resolves only when unique across providers. Two
ports on one host need two providers — the file cannot express "same host,
different port".
When renaming a service, retiring an endpoint, or moving a model: update the
provider block, model id, contextWindow, maxTokens, input in
models.yml, then fix every modelRoles entry that named the old endpoint —
a role pointing at a provider the file does not define fails at call time. As
of 2026-09-16 the image path is frank-small (input: [text, image]), and
frank-large is text-only because its halogen deployment loads no vision
tower. There is no audio input anywhere in the fleet: that capability left
with the FLM NPU endpoint on 2026-09-11.
Active Services
frank-large — halogen-flash-server (Dankclaw, ACTIVE)
halogen-flash-server 0.5.8 as a rootless Quadlet again since 2026-09-16
(dankclaw/frank-large/quadlet/frank-large.container), serving
peonist-ai/halogen-qwen3.8-flash-next (115.55 GiB w4b .hgn checkpoint + the
2.31 GiB quality overlay) on port 7770 from the gfx1151 iGPU. Two conversations
of 200,192 tokens resident (pool 400,384, 2 slots), greedy default, reasoning
extracted to reasoning_content, and no vision tower — that moved to
frank-small. It replaced ik_llama.cpp, which had replaced it for two days.
Measured boot ledger (2026-09-16, HALOGEN_VERBOSE=1 ships in the unit):
device budget 121 − 67.7 − 20 = 33.5 GiB against a need of ~27.2 GiB, so
the configured pool was not clamped; 68.0 GiB of weights locked + 11.0 GiB
of KV pool + 16.5 GiB of working memory = 95.4 GiB in all, leaving 14.7 GiB
(475 contiguous 2 MiB blocks) for everything else: frank-small on the 3090 and
~28 co-tenant containers. The engine printed its co-tenant stall NOTE and
logged 4,350 compaction stalls (285 failed) while reserving the pool, so read
that as "tight and fragmented", not "out of memory".
Runbook: serverAppConfigs-docs/LLM/halogen-flash-server.md.
Rollback: frank-large-ik-uncensored.
frank-small — llama.cpp on the RTX 3090 (Dankclaw, ACTIVE)
Mainline llama.cpp master 37b53fd as a root systemd unit (repo
scripts/frank-small.service, relink_united into /etc/systemd/system/),
serving ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF at IQ3_S — the -mtp build, so
the model's own Multi-Token Prediction head drives speculative decoding — with
the BF16 mmproj, on port 7771, 131,072 ctx / 1 slot, f16 KV, greedy default.
Deployed flags are in scripts/frank-small.env; the serve script refuses to
start if the weights, the projector or the binary are missing.
Verified at deploy (2026-09-16): /v1/models reports frank-small; a chat
completion returns content plus reasoning_content; a tool call returns
tool_calls; the slot timing lines show draft acceptance = 0.66–0.94, mean len ≈ 3 (MTP engaged); an image request is answered from the projector while
the halogen side refuses images with a named reason; 22,362 MiB of the card's
24,576 MiB is in use; n_slots = 1, n_ctx_slot = 131072.
Runbook: serverAppConfigs-docs/LLM/frank-small-qwen38-gsq-rco.md.
frank-medium — vllm-radiance MXFP4 (Dankserver, ACTIVE)
stilldeadcode/vllm-radiance:0.9.3 plus the ggz14/radiance-vllm-mxfp4
patches (pinned clone at /home/dank/GitPackages/radiance-vllm-mxfp4; its
patches are applied at every container start), serving
just1moremodel/Qwen3.8-27B-Uncensored-MXFP4-awq with the
Qwen3.8-27B-DFlash2-FP8 block-diffusion drafter (SPEC=7).
The deployment is two single-GPU replicas behind an adaptive-routing proxy —
frank-medium-a (:7771, R9700 #1), frank-medium-b (:7772, R9700 #2) and
frank-medium-proxy (:7770, the fleet endpoint), three rootless Quadlets
under dankserver/frank-medium/quadlet/. Each replica is TP=1 at
114688 context / 4 sequences with vLLM-profiled KV (KV_MEM=0).
TP=2 across both cards cannot run on this host. RCCL's collective kernels
carry a hidden hostcall-buffer parameter, and ROCr refuses to dispatch them on
a device without PCIe atomics; the second R9700 sits behind the chipset
bridges 05:00.0/06:09.0, which advertise AtomicOpsCap: Routing- — a
read-only capability, so no software can enable atomics on that path. Not the
kernel version (7.0.0-28/-30/-31 identical), not the image, not the RCCL
build (a from-source rebuild fails identically). Putting both cards on CPU root
ports restores TP=2: on this board that means an M.2→PCIe x4 riser into the
free, CPU-attached M.2_2 slot, or a board whose CPU x16 bifurcates to x8/x8.
frank-medium.container stays in the repo
as the TP=2 target; the deploy handler does not install it.
Runbook: serverAppConfigs-docs/LLM/frank-medium-radiance-mxfp4.md.
Prior runtime: frank-medium-rocmfpx (llama.cpp era, same day).
Key Lessons Learned
Durable operational lessons from the fleet's history. Full detail in the linked runbooks.
PCIe / multi-GPU
- RCCL collectives need PCIe atomics on every participating GPU. RCCL's
kernels carry a hidden hostcall-buffer parameter; ROCr refuses to dispatch
them when the device has no atomics, and the failure surfaces as
hipErrorIllegalState("the operation cannot be performed in the present state") fromhipLaunchKernel, not as anything that names atomics. The value is consumed at driver probe time, so writing the AtomicOp Requester bit withsetpciat runtime changes nothing. Check the chain:lspci -vv -s <gpu>and every upstream bridge must showAtomicOpsCap: Routing+(aRouting-bridge is a hardware wall), and the endpoint's Device Control 2 (setpci -s <gpu> CAP_EXP+28.w) must have bit 6 set. AMD desktop platforms put one card on CPU root ports (atomics work) and the rest behind the chipset (usually not) — that asymmetry is what blocked frank-medium's TP=2. A one-card collective proves nothing: NCCL short-circuits atworld_size=1. - The fix is physical — and cheap on this board. Two paths put both cards
on CPU root ports, which restores the atomics routing and therefore TP=2: an
M.2→PCIe x4 riser into a CPU-attached M.2 slot (on dankserver's TUF
GAMING B650-E WIFI that is M.2_2, which is free — per ASUS's spec page;
PCIEX16_2, where card #2 sits today, is chipset and x1-mode), or a board whose CPU x16 bifurcates to x8/x8. Bandwidth is not the constraint: a 27B TP=2 allreduce at batch 4 is ≈10 MB per token-step, ≈1.4 ms at Gen4 x4. RCCL's P2Psend/recvfails on such a card too, so pipeline parallelism is not an escape either. Full evidence matrix, the open rebuild hypothesis, and the test plan: Dual-R9700-Cooperation. - When a GPU collective dies, read the runtime, not the framework. The
message that identified the cause came from
AMD_LOG_LEVEL=3(Pcie atomics not enabled, hostcall not supported→AQL dispatch failed!), not from vLLM or RCCL.AMD_LOG_LEVELcosts one env var and prints the failing HIP call with its return code.
ROCm / GPU
- Layer split, never tensor, on the RCCL-less ROCmFPX builds. Tensor parallel falls back to a butterfly allreduce and collapses prefill ~7x (measured 271.8 vs 1991 t/s). Pin the MTP draft head to ROCm1 — an unpinned draft under tensor mode aborts the KV build.
- mmap must stay on for the big-PLE models:
--no-mmapforces the ~50 GiB PLE table into anonymous memory → silent cgroup kill, dmesg is the only evidence. mmap pages ARE page cache. Never pin the PLE tensor with-ot(23 → 13.4 t/s). - HIP reads bare env vars
TEMP,HOST,GPU_MAX_HEAP_SIZE. Serve scripts export env files withset -a, so a tunable namedTEMPleaks into HIP (TEMP=1.0sent the JIT cache to path1.0and segfaulted every load, fixed 2026-08-13 by renaming toTEMPERATURE). Never name a tunable these; check withstrings /opt/rocm-*/lib/libamdhip64.so.* | grep -xE "TEMP|HOST|GPU_MAX_HEAP_SIZE". -DGGML_CUDA_FA_ALL_QUANTS=ONis required for q8_0 KV + flash attention on CUDA builds; without it prefill collapses ~12x (95 vs 1300+ t/s, measured 2026-08-17).- Flash-Next MTP heads do not load on any current loader — they need full
per-layer
blk.<il>.hc_attn_norm.weightand ship onlyblk.48(verified 3x). Don't re-attempt without new loader support. - QSA flash-attn assert:
GGML_ASSERT(a-type == GGML_TYPE_F32)on qwen4exp needsscripts/patches/qwen4exp-qsa-f32-mask.patch— but only on the agentionai FAST layer set; the kingjones STRIX set works unpatched. - GPU budget on Dankclaw is the rocm-smi figure (64 GiB, SVM-backed).
free/dmidecodeshow the CPU-side carve-out — intentional, do not change.
Load / crash diagnosis
- Model load is slow (minutes cold); health returns 503 while loading; do
not kill the process.
deploy.shwaits up to 20 minutes (LLM_WAIT). On halogen, the FIRST request after a (re)start can go silent ~45–60 s (healthengine_unresponsive, 503s) and then self-recovers — do not restart over it. - Crash-loop procedure: (1)
journalctl -u <svc> -n 100+ kernel line viajournalctl -k(segfault at address 8 inlibamdhip64= NULL unref in HIP); (2) run serve script, then raw binary — different outcome isolates the env file; (3)gdb -batch -ex run -ex "bt 25" --args bash scripts/serve-<svc>.sh— llama-server buffers stdout and loses the log tail on SIGSEGV; trust gdb, not the log; (4)amdgpu: SVM mapping failedspam is a symptom, not a root cause. - Journal signatures: client abort logs
W srv stop: cancel task, id_task = N; natural stop logs onlyslot releasewithtruncated = 0. The server never preempts a running generation; excess tasks queue when slots are busy.
Host memory / swap
- Swap resize ordering: create and
swaponthe replacement BEFOREswapoffof the old one, or live pages must land in RAM thatMemAvailableoverstates. Dankclaw swap (64 GiB at/swap.img, fstab-driven) protects the co-tenants, not frank-large — pinned weights don't swap, and paging the KV pool is worse than the OOM it prevents. - Host swap state is invisible to
deploy.sh(no repo file) — checkswapon --showbefore reasoning about headroom.
Runtime-specific guards
- Kairic Edge (if ever re-deployed): the pinned CK commit needs
third_party/composable_kernel/include/ck/config.hgenerated manually (untracked;git cleanremoves it), and its greedy-argmax fastpath rejects non-greedy requests and reasoning budgets. Re-test chat before production. - FastMTP sidecar: build must be commit
4df29be4+ the HauhauCS patch; stock binaries fail the draft load with a tensor-shape mismatch.
llama.cpp serving
- MTP is a property of the FILE, not of the flags. The
-mtpGGUF build carries the head asblk.<n>.nextn.*(qwen35.nextn_predict_layers = 1);--spec-type draft-mtpthen setsload_mtp, and the draft context runs on the MAIN model's weights (shares_model), so there is no second copy of a 12 GiB model in VRAM and no-mdargument. The plain build has no MTP tensors at all, and pointing--model-draftat the file would load it twice. --jinjais whattoolsneeds. On 2026-09-16 a subagent died with500 tools param requires --jinja flag, from the ik_llama.cpp runtime that then served frank-large: every tool-using agent on that endpoint was broken and the failure read like a model fault. Mainline llama.cpp 0.4.1 defaults--jinjaon and the serve script pins it; halogen also acceptstoolsand returnstool_calls. Check tool support before routing a role at an endpoint.- Quantized KV on CUDA needs
GGML_CUDA_FA_ALL_QUANTS=ON— the same option and the same ~12x prefill collapse described in the ROCm note above. f16 KV needs nothing, which is why frank-small runs f16. - A model's own template can REJECT the harness's thinking level. Qwen3.8's
template accepts only
xhigh,mediumandlowforreasoning_effortand raises on anything else — HTTP 500, not a clamp — so the harness's levels must be folded onto that set inmodels.yml(compat.reasoningEffortMap). A role whose level is unmapped fails on its FIRST request, and the failure names Jinja, not the model: every subagent onfrank-smalldied withUnexpected reasoning effort highuntilhigh: xhighwas added on 2026-09-16. Halogen accepts the wider set, so the two entries legitimately differ.
Ops
- Never
pkill -fa pattern that appears in your own command line — it kills your ssh session. Usepkill -x <exact-name>. - Both hosts allow passwordless sudo for the deploy user. Use plain
sudoin committed scripts (noecho pw | sudo -S);FRANK_SUDO_PWcovers hosts without it. - ComfyUI on Dankclaw runs with GPU access (
/dev/kfd+/dev/driviaAddDevice,GroupAdd=keep-groups, plus the udev rule that makes those nodes world-writable — user-unit spawns carry no supplementary groups). It must NOT pass--cpu: the gfx1151 ROCm wheels exist and the unit's--cpuera ended 2026-09-16, when a stale device-less container was found restarted 9,146 times (RuntimeError: No HIP GPUs are available). - SearXNG outbound traffic must stay on the Gluetun tunnel; do not move its ports off the gluetun service.
amd_iommu=offon Dankclaw (bought 13–16 % prefill for frank-large, 2026-09-11) permanently retired the XDNA2 NPU: the driver's SVA/PASID bind needs an enabled IOMMU (/dev/accel/accel0failserr=-19). Revert path inserverAppConfigs-docs/LLM/dankclaw-iommu-translation-off.md.- Rootless Quadlet containers run with
--replace --rm:podman logscovers only the CURRENT instance; history across recreations lives injournalctl --user -u <name>.service. Read rootless storage WITHOUT sudo (per-user storage —sudo podman logsfinds nothing).
Runbook Index
Active:
| Service | Runbook |
|---|---|
| frank-large (halogen-flash-server, Dankclaw) | serverAppConfigs-docs/LLM/halogen-flash-server.md |
| frank-small (llama.cpp Qwen3.8-27B GSQ-RCO, Dankclaw) | serverAppConfigs-docs/LLM/frank-small-qwen38-gsq-rco.md |
| frank-medium (vllm-radiance MXFP4, Dankserver) | serverAppConfigs-docs/LLM/frank-medium-radiance-mxfp4.md |
Dankclaw kernel posture (amd_iommu=off) |
serverAppConfigs-docs/LLM/dankclaw-iommu-translation-off.md |
| Deployment flow + incidents | serverAppConfigs-docs/LLM/deployment.md |
Retired (rollback targets and history):
| Runtime | Host | Window | Runbook |
|---|---|---|---|
| kingjones STRIX Qwen3.8-Flash-Next ROCmFP4 | Dankclaw | 2026-08-30 → 09-11 | kingjones-strix-rocmfp4.md |
ik_llama.cpp Qwen3.8-Flash-Next-Uncensored i1-Q4_K_M (frank-large) |
Dankclaw | 2026-09-15 → 09-16 | frank-large-ik-uncensored.md |
| agentionai ROCmFP4-FAST imatrix | Dankclaw | 2026-08-29 → 08-30 | agentionai-fast-imatrix.md |
| eemin Qwen3.8-27B ROCmI4 W4A4 MTP | Dankclaw | 2026-08-18 → 08-25 | eemin-rocmi4-mtp.md |
| Kairic Edge IU4 | Dankclaw | 2026-08-22 (same-day revert) | kairic-edge.md |
| CIRU ActiveFPX v3 / PromptForge | Dankclaw | through 2026-08-22 | ciru-activefpx-promptforge.md |
| DFlash2 Vulkan | Dankclaw | 2026-08-21 (same-day revert) | dflash2-large-vulkan.md |
FastFlowLM NPU (frank-npu) |
Dankclaw | twice, retired 2026-09-11 | frank-npu.md, FastFlowLM NPU Inference.md |
FreeToken (official + Huihui FP8, frank-small) |
Dankserver | 2026-09-02 → 09-15 | freetoken-frank-small.md |
| FastMTP patched llama.cpp | Dankserver | retired 2026-08-18 | qwen3.8-spec-matrix.md |
| ik_llama.cpp Ornith CRACK | Dankserver | retired 2026-09-02 | ikllama-ornith-dankserver.md |
Retired runbooks are under serverAppConfigs-docs/LLM/. Retired scripts live
in old/ and .AGENTTRASH/.
Why
Direct edits on the remote drift from version control, and future agents won't know what changed. Git is the single source of truth. The two workloads share two hosts, one Caddy, and one Gitea; one repo keeps them in one history.
Summary
| Context | Action |
|---|---|
| Editing a compose/Caddyfile/serve script | Through git — fetch, commit, edit, test, push, pull, deploy. Never edit on the remote. |
| Config exists only on remote | Pull it into the repo first — commit the fetched version (redacted) before editing. |
| Unstaged local changes | Commit or discard — check git status before starting work; ask if unsure. |
| Deploying a committed change | scripts/deploy.sh <target> — pushes, pulls ff-only, plans, dispatches, health-checks. |
| Container without a Quadlet unit | Give it one — boot-persistent, self-healing .container via git. |
| Benchmarking | Stop and mask the service first, bench, unmask, restart, verify health. |
| Deleting a file | Move it to trash — .AGENTTRASH/ (in-repo) or ~/.AGENTTRASH/YYYYMMDD-topic. Never rm. |
| Tests exist | Run them — verify tests pass after every change. Do not commit failing tests. |
| Real secrets | Never commit — host .env files; .env.example holds placeholders only. |