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Author SHA1 Message Date
Frank 1bb6399524 feat(frank-archon): four decode slots over a >=700k-token KV pool
Frank's order: 4 slots, a 700k pool, round UP if the resolver cannot land it
exactly. The cache target is MAX_SEQS x MAX_MODEL_LEN, so the demand is
800,000 fp8 tokens; the resolver funds ~91-93 % of demand (three boots of
evidence on the endpoint page), which clears 700k, and the VRAM has to come
from the expert plane -- which has to go somewhere, so HOST_POOL_MIB moves with
it. expert_vram_floor (core/place/planner.cpp:100-104) is exactly
plane + 2 units - host_room, and the live boot ledger pins that plane at 67.60
GiB a rank (23.73 GiB floor at 44,928 of room), so 49,152 drops the floor to
19.61 GiB and leaves the cache ~6.9 GiB: enough for the whole target, with the
leftover returned to the experts.

Costs, both real: pinned host RAM 87.75 -> 96.0 GiB (the pool is pinned once per
rank) and ~3.2 GiB a card of expert residency, read over the x8 Gen5 link when
the router picks a host-resident expert. The boot ledger's vram_kv line is the
referee; if it comes back under 700,000 tokens HOST_POOL_MIB goes up 1024 and
this redeploys.

TTM_MIN_MIB 150,000 -> 162,000 for the new pin ledger (2 x pool + PLE 48,824 +
prefix 8,192 + MNBT 2,048 + the auto checkpoint store, now 40 slots of 112 MiB =
161,848 MiB), and the bats ledger guard now counts the checkpoint store because
it grows with the slot count. The two env-value assertions in that seam are
bumped with the values they guard.
2026-10-20 23:10:05 -07:00
Frank aa75b45543 feat(frank-archon): arm --prefill-interleave at 1
A prefill chunk that shares a step with decoding sequences holds the device for
the chunk's whole time: measured on this shape, decode-only steps 15.5 ms
against chunk steps 166 ms, and 4.7 % of the steps carry 34 % of the engine's
step time. Harness-visible decode falls 166 -> 13 tok/s (per stream 6.7 = one
token per shared step) once concurrent prefill passes 5k tok/s, and TTFT p90 for
an arriving request goes 2.4 -> 18.0 s.

BUSY_PREFILL_CHUNK stays `auto`: it is a prefill-speed dial, and the source
refuses to halve the chunk for decode rows alone -- which is why
engine_steps_held_total read zero for the whole 34.7 h boot. PREFILL_INTERLEAVE
is the knob that acts on the measured mechanism: N decode-only steps follow any
chunk step taken beside decoders. N=1 is the conservative first arm -- a stream
takes its token from the chunk step and one from the held step (~2 tokens per
182 ms instead of one per 166 ms); the cost lands on the prefilling prompt's
TTFT and on requests still queued, not on anything decoding.

Rollback: PREFILL_INTERLEAVE=0. Verification: the flag must reach argv (the
serve script only passes it when > 0), engine_steps_held_total must leave zero,
then the §9 bucket pair must move before N rises.
2026-10-20 22:52:31 -07:00
Frank b1fc1113c6 docs(vault): replace an invented --checkpoint-policy name with the three that exist
The replay law named `--checkpoint-policy floor`; config.cpp admits exactly
geometric-backoff (default), tip-only, keep-all and refuses anything else at
boot, so the recorded arm could never be deployed. Replaced with the real
semantics, priced from core/mem/prefix.{h,cpp}: the default keeps a geometric
ladder (9 snapshots for a 200k session at interval 2048 -- exactly the live
ledger line -- so a turn diverging d behind the tip can resume at tip-3d:
diverge at 120k, replay 21.7k); retention is not the write path, so keep-all
buys a bounded replay for pinned host RAM alone (196 slots x 111.98 MiB = 21.4
GiB against the store's eighth-of-host budget of 31.5 GiB, hard bound = room);
and shortening --checkpoint-interval cannot fix the deep case -- the coarsest
ladder scale is interval x 2^k under the depth, so the deepest gap stays about
half the prompt at every interval. §9 keeps only the three-name locator.
2026-10-20 22:34:13 -07:00
Frank 9f7457e39e docs(vault): answer "what are we doing wrong" on decode-vs-prefill
frank-archon Laws: add the measured interference census (decode-only step
15.5 ms vs 166 ms chunk steps; 4.7% of steps hold 34% of step time; median
decode 166 -> 13 t/s above 5k prefill tok/s, per-stream 6.7 t/s = one token
per shared step; TTFT p90 2.4 -> 18.0 s for arriving requests), the lag test
that kills the residency theory, the busy_cap arithmetic, and the correction
that --prefill-interleave is the decoder dial and auto is not.

Facts that change how an operator reads this box: /diagnostics exists and
reports link-below-max at 100% busy; latency metrics live under vllm:, cadence
under radiance:; preemption is vllm:num_preemptions_total (264 this boot, all
bursts) while the radiance gauge is instant depth; both root ports are x8 Gen5
max by board (31.5 GB/s ceiling, not 64); DDR is back at 4800 MT/s while the
4600 corruption fix is recorded -- verify before blaming garbage tokens.

§9 (LLM Performance Diagnosis): method corrected to the phase-ratio counters,
dead 1.0.13 numbers destroyed, four PromQL traps added (metric prefix, 1 s EMA
gauges vs 15 s scrape, counter resets across builds, 2-minute mean diluting the
chunk), instruments that cannot be reached from Prometheus, and the knob list
priced from the pinned 1.8.1 source instead of the stale guide.
2026-10-20 22:08:00 -07:00
Frank 687dbfbabe docs(scripts): correct frank-archon's step-sharing and slot-count comments
The env comment claimed BUSY_PREFILL_CHUNK=auto protects decode rows; the 1.8.1
source (core/sched/scheduler.cpp busy_cap) reserves 1+spec rows per decoding
sequence and 1/8 of the budget per waiting request, and refuses to shrink the
chunk for decoders alone -- auto is a prefill-speed dial. The interleave comment
carried a 512 that is not this build's auto value (0 until the held-step
counter asks; 64 in help mode). The serve header still described three decode
slots; MAX_SEQS has been 2 since the 2026-10-19 reslice. No behavior change.
2026-10-20 22:07:55 -07:00
dank 961713e92d Merge pull request 'test(e2e): cover notebook + prometheus guard-surface gaps (full-suite audit)' (#56) from feat/e2e-audit-coverage into main 2026-10-20 21:21:44 -07:00
dank 01db29e754 Merge pull request 'feat(grafana): starter dashboards (host/system, Loki logs, observability self-monitoring)' (#55) from feat/grafana-starter-dashboards into main 2026-10-20 21:20:53 -07:00
Frank ab06e4c221 test(e2e): cover the two guard-surface gaps found in the full-suite audit
Audit of all 12 e2e specs for the 'green-but-vacuous' class that broke
Grafana's SSO. The suite is otherwise sound (incident-driven, leakage-based);
two real coverage gaps surfaced:

- notebook.franksdank.cloud (open-notebook, deployed 2026-10-19) was a guarded
  vhost in NEITHER the 13-/14- GUARDED lists NOR any dedicated spec. A broken
  upstream would stay invisible - the exact 17-hermes class. Added to the 14-
  guard audit (unauth -> authentik gate, 'Open Notebook' leak marker) plus a
  new 21- that proves authenticated reachability to open-notebook's own login
  through the guard chain, with a positive app marker.
- prometheus.franksdank.cloud was only ever asserted '<500 and not a login
  wall' (13-/11-), which a 404 also passes. New 22- adds the app-is-really-
  there proof 20- gives Grafana: SSO handoff + its own /api/v1/status/buildinfo
  answers {status:success}.

Both specs wired into the standard project (playwright testMatch), which the
e2e_scaffold bats gate enforces. Verified live against the fleet; full bats
suite green.
2026-10-20 21:16:23 -07:00
Frank 1006e96312 feat(grafana): starter dashboards for host/system, Loki logs, and observability self-monitoring
llm-fleet.json already owns LLM capacity+spec-decode. These three cover the
domains that had NO dashboard:
- host-system: node_exporter CPU/Load/Mem/Disk/Net/Uptime/FS/FDs for both
  Dankclaw and Dankserver (templated by job node-dankclaw|node-dankserver)
- logs-overview: Loki volume + per-container error rate + a sample log panel;
  container is parsed from the JSON line at query time (journal streams have
  no container_name stream label)
- observability: the stack's own health - Prometheus target up/down + scrape
  interval drift + samples/s + TSDB, Loki ingest/discard, Grafana CPU/mem.

Panel queries verified live against Prometheus/Loki; provisioned dashboards
confirmed via /api/search. Alertmanager is running but NOT scraped by
Prometheus - noted in the dashboard, no empty panels built on it.
2026-10-20 21:10:06 -07:00
dank 7d85fed1c9 Merge pull request 'Fix Grafana Authentik SSO (500 + missing email claim) + RP landing test' (#54) from fix/grafana-authentik-sso into main 2026-10-20 21:04:02 -07:00
Frank d8196ce499 docs: Grafana reads claims from userinfo, not USE_ID_TOKEN
The login lands once authentik emits the email claim (the IdP fix); Grafana needs
no USE_ID_TOKEN toggle, and dropping it also avoids a *_TOKEN false-positive in
the literal-secret seam. Correct the two SSO notes accordingly.
2026-10-20 20:41:57 -07:00
Frank 6f442a14a3 fix(observability): repair Grafana Authentik OAuth2 relying-party login
The Authentik SSO button returned "Server Error" (500): the grafana provider had
a NULL authorization_flow and the authorize view crashed building a None flow
planner. After that, the login failed with "InternalError" — no email claim
reached Grafana, so it fell back to GET <api_url>/emails, which authentik 404s.

Unit env: request authentik real scopes (openid email profile, not the GitLab
user:email that crashes the authorize view); standard userinfo API_URL with no
?api=1 (Grafana v13 turns ?api=1 into a /emails 403); email/sub/preferred_username
attribute paths; ALLOW_SIGN_UP=true since the Anubis->Authentik guard fronts the
callback. scripts/authentik-grafana-sso-fix.sh idempotently re-applies the two
IdP-side causes (NULL authorization_flow; grafana-email-scope returning a bare
string instead of {"email":..}). Verified end to end: RP login lands on / and
/api/user answers 200 with the real email, user provisioned as Viewer.
2026-10-20 20:41:36 -07:00
Frank afe72781bc docs: correct Grafana Authentik SSO facts
The vault claimed the fork property-mapping evaluator was broken and userinfo
returned only sub, so email could never reach Grafana (outcome unverified). That
was a misdiagnosis: the real causes were the NULL authorization_flow (the
NoneType.slug crash) and the email scope mapping returning a bare string rather
than a dict. Record the four verified causes and fixes, point to the repair
script and the new landing spec, and drop the unverified caveat.
2026-10-20 20:40:15 -07:00
Frank 200039d589 test(e2e): cover Grafana relying-party SSO landing (spec 20)
13-sso proves an authenticated session reaches Grafana login page but never
follows the OAuth button, so the relying-party login could be dead (500, or an
email-claim gap bouncing to /login) while the suite stayed green. Spec 20 drives
/login/generic_oauth through the real Anubis+authentik round-trip and asserts a
live session (/api/user 200 with a non-empty email). Wire 20- into the standard
project (qa-e2e session).
2026-10-20 20:40:15 -07:00
Frank 91d9864bb0 fix(observability): repair Grafana Authentik OAuth2 relying-party login
The Authentik SSO button returned "Server Error" (500) because the grafana
provider authorization_flow was NULL and the authorize view crashed building a
None flow planner. After that, the login failed with "InternalError": no email
claim reached Grafana, so it fell back to GET <api_url>/emails, which authentik
404s.

Unit env: request authentik real scopes (openid email profile, not the GitLab
user:email that crashes the authorize view); read claims from the id_token
(USE_ID_TOKEN=true) and drop ?api=1 from the API URL (Grafana v13 turns it into
a /emails 404); pin email/sub/preferred_username attribute paths; allow
first-login provisioning since the Anubis->Authentik guard fronts the callback.

scripts/authentik-grafana-sso-fix.sh idempotently re-applies the two IdP-side
causes (NULL authorization_flow; the grafana-email-scope mapping that returned
a bare string instead of {"email":..}). Verified end to end: RP login lands on /
and /api/user answers 200 with the real email, user provisioned as Viewer.
2026-10-20 20:40:15 -07:00
dank 980491668c Merge pull request 'Alloy ships logs: root host-network service so it can read the journal' (#53) from feat/alloy-root-journal into main 2026-10-20 20:05:00 -07:00
Frank e494617599 docs(alloy): document the root journal-read cutover
Alloy page rewritten to the shipped root design (why root, the two
mounts that make it work, deploy-pending status); Observability current
state marks the log pipeline fixed-in-code, awaiting deploy.
2026-10-20 19:50:15 -07:00
Frank 9809ed9c74 test(observability): pin the root alloy shape
The seams encoded alloy-as-rootless (default.target, dankclaw_default,
loki:3100 by name, 0.0.0.0+PublishPort UI, After=loki.service). Update
them to the root/system/host shape and add a test pinning the
load-bearing properties: Network=host, the /etc/machine-id mount, the
journal mounts, loopback UI, and the system-install + root-mirror
deploy path.
2026-10-20 19:50:15 -07:00
Frank 634fef242b feat(alloy): run it as a root host-network service so it reads the journal
A rootless Alloy shipped zero lines: the journal files are
root:systemd-journal 0640 (other::---) and a rootless container carries no
supplementary groups, so sd_journal_open sees an empty view silently; the
rootless quadlet container logs also live in user-1000.journal, not the
ctr.log paths the old config tailed.

As root, one loki.source.journal reads system.journal + user-*.journal
and carries both. Network=host because Loki publishes 127.0.0.1:3100 and
no bridge container can reach the host loopback; the UI binds loopback
directly (no PublishPort). The /etc/machine-id mount is load-bearing —
sd_journal finds the journal dir by the local machine id; without it the
source reads 0 lines, health green.

deploy_alloy routes around the rootless loop: build rootless, mirror the
image into the root store (a root build fails on DNS in the build
container), retire the old rootless alloy unit, install to
/etc/containers/systemd. Validated with a throwaway root probe: 31,825
lines read, 26,966 pushed to Loki in 20s, zero drops.
2026-10-20 19:50:15 -07:00
dank 2fe68e69af Merge pull request 'Observability: vllm rule group for frank-archon + Loki datasource; correct stale log-pipeline facts' (#52) from fix/observability-vllm-loki into main 2026-10-20 19:39:38 -07:00
Frank 70dd7fbe6d docs(observability): correct current state and log-pipeline root cause
AGENTS.md: the rule set is now two groups (llm-fleet + vllm-fleet) and a
Loki datasource is provisioned beside Prometheus.
Observability.md: current-state census refreshed (three LLM targets up,
two rule groups, Loki datasource); logs still carry no data.
Alloy.md: replace the 'wrong glob' theory with the proven cause - a
rootless container cannot read the 0640 systemd-journal files (a rootless
busybox read returns DENIED), and rootless quadlet logs land in the user
journal the system-only source never reads. Closing it is a
permission/architecture decision, not a config glob.
2026-10-20 19:28:20 -07:00
Frank 2626332828 feat(grafana): provision the Loki datasource
Adds shared/grafana/provisioning/datasources/loki.yml at http://loki:3100
so logs are readable through Grafana Explore. Loki ships no web UI of its
own and the guarded vhost serves only the API; this is the human surface.
2026-10-20 19:28:20 -07:00
Frank eb4d9910cb feat(observability): add vllm-fleet rule group for frank-archon
radiance exports vllm:* metrics (verified on the live endpoint), not
llamacpp:*: nothing in llm-fleet could ever see frank-archon. Add a
vllm-fleet group - 1 recording + 4 alert (queueing, prefix-cache
collapse, preemption, p95 time-to-first-token) keyed to vllm:*.

Split the observability seam so llm-fleet rules bind llamacpp:* and
vllm-fleet rules bind vllm:*, and neither may evaluate the other's
namespace. Drops the retired no-metrics-for-archon doctrine the seam
still asserted and the vacuous namespace grep.
2026-10-20 19:28:20 -07:00
dank 5cc2b3c25a Merge pull request 'docs(openwebui): TTS reflects live frank-tts wiring (wilwheaton, LAN IP)' (#51) from docs/openwebui-tts-voice into main 2026-10-20 18:20:04 -07:00
dank 73a7ec3fc1 Merge pull request 'chore(frank-tts): repoint narrator slots to live voice packs' (#50) from chore/narrator-voice-repoint into main 2026-10-20 18:12:52 -07:00
27 changed files with 1354 additions and 342 deletions
+5 -3
View File
@@ -166,9 +166,11 @@ 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 and delivering as of
2026-09-17**: a Grafana datasource and the `llm-fleet` dashboard are
provisioned from `shared/grafana/provisioning/`, `shared/prometheus/rules/
llm-fleet.yml` loads 5 alert rules + 1 recording rule, and firing rules are
2026-09-17**: Grafana datasources (Prometheus and Loki) and the `llm-fleet`
dashboard are provisioned from `shared/grafana/provisioning/`, and
`shared/prometheus/rules/llm-fleet.yml` loads two rule groups — `llm-fleet`
(llama.cpp/halogen, `llamacpp:*`) and `vllm-fleet` (radiance, `vllm:*`) — alert
+ recording rules, and firing rules are
delivered: Prometheus → Alertmanager (`dankclaw/observability/quadlet/
alertmanager.container`, loopback :9093) → host-side Signal relay
(`scripts/signal-relay.py`, user unit, 192.168.0.143:18093 — the host LAN
+35 -39
View File
@@ -1,55 +1,51 @@
# Quadlet unit: alloy (rootless, boot-persistent).
# Quadlet unit: alloy (ROOT system service, boot-persistent).
#
# Install path on dankclaw: ~/.config/containers/systemd/alloy.container
# Unit name: alloy.service (container name: alloy)
# Install path on dankclaw: /etc/containers/systemd/alloy.container
# Unit name: alloy.service (container name: alloy) — SYSTEM manager, root.
#
# Log shipper. This replaces the compose service of the same name in
# dankclaw/compose.yaml ("Observability" block).
# WHY ROOT (not rootless, unlike its observability siblings). Alloy reads the
# host journal. The journal files are root:systemd-journal 0640 (other::---);
# a rootless container carries no supplementary groups and cannot open them —
# a rootless read of system.journal returns DENIED (see the Alloy page in the
# vault). Running as root, one loki.source.journal reads system.journal AND
# user-1000.journal, so it carries both host logs and the rootless Quadlet
# containers' logs. Validated 2026-10-20: a root probe read 31,825 journal
# lines and pushed 26,966 into Loki in 20 s, zero drops.
#
# IMAGE. franksdank/alloy is built locally by deploy-remote.sh
# (build_compose_image) from dankclaw/alloy/Containerfile: upstream
# grafana/alloy plus a static busybox for the healthcheck. Pull=never keeps a
# boot from reaching for that local tag at a registry.
# NETWORK=host. Loki publishes 127.0.0.1:3100 (loopback only) on the host, and
# no bridge container — rootless or root — can reach the host's loopback, so
# this unit runs on the host network and pushes to 127.0.0.1:3100. The side
# effect: the UI must bind loopback too, so Exec sets the listen-addr to
# 127.0.0.1 (the old rootless unit used 0.0.0.0 only because container loopback
# was not host loopback; under Network=host they are the same address, so the
# unauthenticated UI stays loopback-only — nothing off-host reaches it).
#
# NETWORK. It joins dankclaw_default so its config's loki.write endpoint
# resolves the container name loki:3100.
# THE /etc/machine-id MOUNT IS LOAD-BEARING. sd_journal locates the journal
# directory by the local machine id; without it the container opens nothing and
# the journal source reads exactly 0 lines — silently, no error, health green.
# This mount is the entire reason the pipeline carries data. Never remove it.
#
# THE UI PORT EXISTS ON PURPOSE. Alloy's UI listens on the container's own
# 127.0.0.1 by default and cannot be moved from the config file (alloy 1.x
# refuses the ui block), so the compose service had no reachable health
# endpoint at all: the homepage status card for alloy reported "down"
# continuously and there was nothing for a deploy to wait on. The command
# below therefore moves the UI to the container's wildcard address and the
# port is published on host loopback only, which puts alloy in the same class
# as the other three: reachable from the host, by Caddy over the private
# network, and by nothing off-host. Alloy has no authentication, which is
# exactly why it is not published wider.
#
# SOURCES. The host journald socket and the host log/container-storage trees
# are bind-mounted read-only; Alloy tails them and pushes to Loki. The config
# lives at /opt/alloy/config/config.alloy, installed from
# shared/alloy/config.alloy on every deploy.
#
# ORDERING. Wants/After loki.service: without a reachable Loki, Alloy's write
# client fails and its log pipeline backs up.
# IMAGE. Built rootless by build_compose_image alloy, then mirrored into the
# root image store by the deployer (a root build runs in the build container's
# own resolver and fails on DNS here). Pull=never: boot must not reach for the
# local tag at a registry.
[Unit]
Description=Alloy log shipper (Dankclaw)
After=network-online.target loki.service
Wants=network-online.target loki.service
After=network-online.target
[Container]
ContainerName=alloy
Image=localhost/franksdank/alloy:latest
Pull=never
Network=dankclaw_default
Exec=run --server.http.listen-addr=0.0.0.0:12345 /etc/alloy/config.alloy
PublishPort=127.0.0.1:12345:12345
Volume=/opt/alloy/config:/etc/alloy
Network=host
Exec=run --server.http.listen-addr=127.0.0.1:12345 /etc/alloy/config.alloy
Volume=/opt/alloy/config:/etc/alloy:ro
Volume=/etc/machine-id:/etc/machine-id:ro
Volume=/run/systemd/journal/socket:/run/systemd/journal/socket:ro
Volume=/var/log:/var/log:ro
Volume=/var/lib/containers:/var/lib/containers:ro
HealthCmd=/usr/local/bin/busybox wget --spider -q http://localhost:12345/-/healthy
Volume=/var/log/journal:/var/log/journal:ro
Volume=/run/log/journal:/run/log/journal:ro
HealthCmd=/usr/local/bin/busybox wget --spider -q http://127.0.0.1:12345/-/healthy
HealthInterval=30s
HealthTimeout=10s
HealthRetries=3
@@ -60,4 +56,4 @@ Restart=always
RestartSec=10
[Install]
WantedBy=default.target
WantedBy=multi-user.target
@@ -47,9 +47,24 @@ Environment=GF_AUTH_GENERIC_OAUTH_CLIENT_SECRET=${GRAFANA_OAUTH_CLIENT_SECRET}
# client_id query parameter — /application/o/<slug>/authorize/ does not exist.
Environment=GF_AUTH_GENERIC_OAUTH_AUTH_URL=https://auth.franksdank.cloud/application/o/authorize/
Environment=GF_AUTH_GENERIC_OAUTH_TOKEN_URL=https://auth.franksdank.cloud/application/o/token/
# ?api=1 = introspection-style userinfo: returns custom claims (groups) too.
Environment=GF_AUTH_GENERIC_OAUTH_API_URL=https://auth.franksdank.cloud/application/o/userinfo/?api=1
Environment=GF_AUTH_GENERIC_OAUTH_ALLOW_SIGN_UP=false
# Standard OIDC userinfo. Grafana v13 fetches <api_url>/emails for the address
# ONLY when the token carries no `email` claim (authentik has no /emails path and
# 404s it, failing the login) — so the claim must actually be there: the fix is
# the grafana-email-scope mapping (see scripts/authentik-grafana-sso-fix.sh),
# not a Grafana flag. Do NOT append ?api=1 to this URL: Grafana then GETs
# <...>/userinfo/?api=1/emails, a 403.
Environment=GF_AUTH_GENERIC_OAUTH_API_URL=https://auth.franksdank.cloud/application/o/userinfo/
# authentik's scopes are openid/email/profile. `user:email` (a GitLab-ism) is
# not a known scope here; requesting it makes the authorize view crash.
# Quoted: quadlet word-splits Environment=, so an unquoted spaced list
# truncates SCOPES to its first token.
Environment="GF_AUTH_GENERIC_OAUTH_SCOPES=openid email profile"
Environment=GF_AUTH_GENERIC_OAUTH_EMAIL_ATTRIBUTE_PATH=email
Environment=GF_AUTH_GENERIC_OAUTH_LOGIN_ATTRIBUTE_PATH=sub
Environment=GF_AUTH_GENERIC_OAUTH_NAME_ATTRIBUTE_PATH=preferred_username
# First SSO login auto-provisions the user. Safe: unauthenticated traffic never
# reaches this callback — the Anubis -> Authentik guard fronts every request.
Environment=GF_AUTH_GENERIC_OAUTH_ALLOW_SIGN_UP=true
Environment=GF_AUTH_GENERIC_OAUTH_AUTO_UPSERT=true
Environment=GF_AUTH_GENERIC_OAUTH_ALLOW_ASSIGN_ORG=true
Environment=GF_AUTH_GENERIC_OAUTH_ORG_ID=1
+81
View File
@@ -0,0 +1,81 @@
#!/usr/bin/env bash
# Repair the Grafana OAuth2 relying-party SSO on Dankclaw's authentik.
#
# grafana.franksdank.cloud logs in through authentik as an OAuth2 relying party.
# Two DB-side facts (the provider was created by hand via `ak shell`, never
# repo-managed) silently broke that login, and BOTH had previously been
# mis-recorded here as a single "the property-mapping evaluator is broken, so
# userinfo returns only `sub`" myth. They are neither, and the evaluator is fine:
#
# 1. provider.authorization_flow was NULL. The authorize view builds a flow
# planner from it and crashes with
# `AttributeError: 'NoneType' object has no attribute 'slug'` — an HTTP 500
# "Server Error — Powered by authentik", before any claim is touched.
# Fix: point it at default-provider-authorization-implicit-consent, the
# flow every other provider in this instance already uses.
# 2. The `grafana-email-scope` ScopeMapping's expression was the bare string
# `user.email`. authentik merges a scope mapping's result into the token as
# a MAPPING: a returned dict adds its keys as claims; a returned string is
# keyed under the mapping's NAME ("grafana-email-scope"), so no `email`
# claim is ever emitted. Grafana, finding no email, falls back to
# GET <api_url>/emails, authentik 404s that path, and the login dies with
# "Login failed: InternalError". Fix: return
# {"email": user.email, "email_verified": True} — the shape the stock
# OpenID 'email' mapping uses. The dict-valued `grafana-profile-scope`
# mapping has always worked, which is the proof the evaluator is fine.
#
# This is authentik DB state. It is NOT in any deployable file: a blueprint
# re-import, or an ak-shell re-creation of the grafana provider, reverts BOTH
# facts and the symptom returns verbatim. Re-run this after any such rebuild.
# Every step is idempotent.
#
# Grafana's own half — SCOPES="openid email profile", a standard userinfo API_URL
# with no `?api=1`, and ALLOW_SIGN_UP=true — lives in
# dankclaw/observability/quadlet/grafana.container and deploys normally.
#
# Usage: authentik-grafana-sso-fix.sh (override host: AUTHENTIK_HOST=…)
set -euo pipefail
HOST="${AUTHENTIK_HOST:-dankclaw}"
ssh "$HOST" 'podman exec -i authentik-server ak shell' <<'PYEOF'
from authentik.flows.models import Flow
from authentik.providers.oauth2.models import OAuth2Provider
p = OAuth2Provider.objects.filter(name="grafana").first()
if not p:
raise SystemExit("no OAuth2Provider named 'grafana'")
# 1. The authorization flow every other provider uses.
want = Flow.objects.filter(slug="default-provider-authorization-implicit-consent").first()
if not want:
raise SystemExit("default-provider-authorization-implicit-consent flow is missing")
if p.authorization_flow_id != want.pk:
p.authorization_flow = want
p.save()
print(f"set grafana.authorization_flow -> {want.slug}")
else:
print(f"grafana.authorization_flow already {want.slug}")
# 2. The email scope mapping must RETURN A DICT, not a bare string.
m = p.property_mappings.filter(name="grafana-email-scope").first()
if not m:
raise SystemExit("grafana-email-scope mapping is missing")
fixed = 'return {"email": user.email, "email_verified": True}'
if m.expression.strip() != fixed:
m.expression = fixed
m.save()
print("repaired grafana-email-scope -> returns {email, email_verified}")
else:
print("grafana-email-scope expression already correct")
# 3. The id_token must carry the scope claims; Grafana reads identity from it.
if not p.include_claims_in_id_token:
p.include_claims_in_id_token = True
p.save()
print("enabled include_claims_in_id_token")
else:
print("include_claims_in_id_token already on")
PYEOF
echo "Done. Verify: sign in at https://grafana.franksdank.cloud via Authentik;"
echo "the round trip must land on / and /api/user must answer 200 with an email."
+72 -13
View File
@@ -487,13 +487,15 @@ seed_grafana_env() {
|| { echo "grafana env missing GRAFANA_OAUTH_CLIENT_SECRET; set it in dankclaw/.env" >&2; return 1; }
}
# The five observability containers left compose on 2026-09-11 (they were
# started by hand with podman-compose and never came back after a reboot).
# They are ordinary rootless Quadlet units now: same images, same mounts, same
# arguments, same container names, so nothing that addresses them by name —
# Caddy, Prometheus' own scrape config, Alloy's loki.write endpoint — changed.
# Only the published ports did: the three HTTP UIs bind 127.0.0.1, because the
# compose services published on 0.0.0.0 and none of them authenticates.
# The observability containers left compose on 2026-09-11 (they were started by
# hand with podman-compose and never came back after a reboot). Five are ordinary
# rootless Quadlet units: same images, same mounts, same arguments, same
# container names, so nothing that addresses them by name — Caddy, Prometheus'
# own scrape config — changed. Only the published ports did: the three HTTP UIs
# bind 127.0.0.1, because the compose services published on 0.0.0.0 and none of
# them authenticates. Alloy is the exception: a ROOT system service on
# Network=host, because reading the host journal needs privileges a rootless
# container cannot get. It is handled by deploy_alloy, not the loop below.
deploy_observability() {
local service="$1"
# Observability units live under <target>/observability/quadlet: Dankclaw
@@ -512,10 +514,6 @@ deploy_observability() {
copy_loki_config
build_compose_image loki
;;
alloy)
copy_alloy_config
build_compose_image alloy
;;
grafana)
copy_grafana_provisioning
seed_grafana_env || return 1
@@ -534,11 +532,71 @@ deploy_observability() {
alertmanager) wait_for_health alertmanager http://127.0.0.1:9093/-/healthy 60 ;;
grafana) wait_for_health grafana http://127.0.0.1:3002/api/health 90 ;;
loki) wait_for_health loki http://127.0.0.1:3100/ready 60 ;;
alloy) wait_for_health alloy http://127.0.0.1:12345/-/healthy 60 ;;
node-exporter) wait_for_health node-exporter http://127.0.0.1:9100/metrics 60 ;;
esac
}
# Mirror an image the deployer built rootless into the ROOT image store. A root
# quadlet reads root storage; a root build (build_compose_image is rootless) is
# not possible on this host — the build container's resolver fails DNS — so the
# only way to get a root-readable copy is save-and-load. Compares image ids so a
# rebuilt alloy actually re-lands in root storage instead of leaving a stale tag.
mirror_image_to_root() {
local ref="$1" rid
rid="$(podman image inspect "$ref" --format '{{.Id}}' 2>/dev/null)" || {
echo "ERROR: rootless image $ref is not built; cannot mirror to root" >&2
return 1
}
if [[ "$(run_privileged podman image inspect "$ref" --format '{{.Id}}' 2>/dev/null)" == "$rid" ]]; then
return 0
fi
local tar; tar="$(mktemp /var/tmp/alloy-mirror.XXXXXX.tar)"
podman save -o "$tar" "$ref"
run_privileged podman load -i "$tar"
rm -f "$tar"
}
# Install a quadlet into the SYSTEM generator dir (root manager) instead of the
# user dir. Boot persistence is the unit's own [Install] section (multi-user
# target); the v1 system generator creates the .wants on daemon-reload, so —
# like the user units — no `systemctl enable` (generated units cannot be enabled
# here).
install_system_quadlet() {
local source_dir="$1" unit="$2"
run_privileged mkdir -p /etc/containers/systemd
run_privileged cp "$source_dir/$unit.container" /etc/containers/systemd/
run_privileged systemctl daemon-reload
}
# Alloy as a ROOT system service on Network=host. See the unit file: a rootless
# container cannot read the 0640 journal files, and it cannot reach Loki's
# 127.0.0.1:3100 publish from a bridge netns. Root + host network fixes both;
# the price is that this one container runs as root and on the host network.
deploy_alloy() {
copy_alloy_config
build_compose_image alloy # rootless build (resolver works)
mirror_image_to_root localhost/franksdank/alloy:latest
# Retire the rootless unit BEFORE the system one starts: both managers
# generate alloy.service, and two containers named "alloy" both binding
# 127.0.0.1:12345 cannot coexist. Move the user quadlet out of the generator
# dir (it regenerates from there) and stop the user unit.
if [[ -f "$quadlet_unit_dir/alloy.container" ]] ||
systemctl --user is-active --quiet alloy.service 2>/dev/null; then
systemctl --user stop alloy.service 2>/dev/null || true
if [[ -f "$quadlet_unit_dir/alloy.container" ]]; then
local trash="$HOME/.AGENTTRASH/$(date +%Y%m%d)-alloy-root-cutover"
mkdir -p "$trash"
mv -- "$quadlet_unit_dir/alloy.container" "$trash/alloy.container"
echo "retired rootless alloy.container -> $trash"
fi
systemctl --user daemon-reload
fi
install_system_quadlet dankclaw/observability/quadlet alloy
run_privileged systemctl restart alloy.service
wait_for_health alloy http://127.0.0.1:12345/-/healthy 60
}
build_compose_image() {
local service="$1" image cfhash oldhash containerfile
# Every file the image COPIES IN, beside the Containerfile. The skip below
@@ -1941,7 +1999,8 @@ deploy_service() {
copyparty) deploy_copyparty ;;
plex) deploy_plex ;;
tautulli) deploy_tautulli ;;
prometheus|grafana|loki|alloy|node-exporter|alertmanager) deploy_observability "$service" ;;
alloy) deploy_alloy ;;
prometheus|grafana|loki|node-exporter|alertmanager) deploy_observability "$service" ;;
comfyui) deploy_comfyui ;;
*) deploy_compose_service "$service" ;;
esac
+49 -31
View File
@@ -46,31 +46,35 @@ FRANK_ARCHON_TP=2
# stays EXACT for single-sequence decode and any step of <= 25 rows — see
# MAX_SEQS x (1 + SPEC_TOKENS) below.
FRANK_ARCHON_TP_WIRE=wht6
# Decode slots. A slot costs KV, never decode; the pool is sized to this
# contract and nothing more. At 1.8.1 the budget resolver caps the cache at
# 556,348 fp8 tokens — 2.8 sessions at 200,000 — so a THIRD full-height
# conversation answers 400 while /health and every shorter chat work fine
# (3 x 50k streams run at 77.6 t/s aggregate). Frank's trade: declare the two
# slots the engine can hold and let the freed ~1.1 GiB go to the expert plane,
# instead of advertising a third slot that only exists at shorter prompts.
FRANK_ARCHON_MAX_SEQS=2
# Decode slots. A slot costs KV and pinned RAM, never decode: the cache target is
# exactly MAX_SEQS x MAX_MODEL_LEN and the checkpoint store asks (1 + what the
# retention policy keeps) per slot. Ordered 2026-10-21: FOUR slots over a pool of at
# least 700,000 fp8 tokens, rounding UP if the resolver cannot land it exactly. The
# target is therefore 4 x 200,000 = 800,000 tokens and HOST_POOL_MIB decides whether
# the cache gets it (expert_vram_floor, core/place/planner.cpp:100-104: the card must
# keep expert-plane-minus-host-room). The 2-slot shape was the answer to a
# 365,204-token pool that backed 1.8 full-height sessions; at this pool the third and
# fourth conversations are backed by the cache instead of over-committing it.
FRANK_ARCHON_MAX_SEQS=4
# Served window. The engine treats `kv group tokens >= max-model-len` as a HARD
# limit, and models.yml contextWindow MUST quote this number (over-length is a
# refusal, not a truncation). The pool is sized for seqs x maxlen, not one
# sequence.
FRANK_ARCHON_MAX_MODEL_LEN=200000
FRANK_ARCHON_PLACEMENT=expert_tiered
# Pinned host pool for expert rows that do not fit VRAM. Under the budget
# resolver this is ALSO the lever that decides which experts stay on the card:
# the card's leftover goes to the expert plane first and the KV cache takes the
# rest, so growing the pool moves experts off the card and shrinking it spills
# them onto VRAM the cache wanted. Under-sizing it is a boot failure (36,864
# refused a boot). The ledger's coverage line is the referee, not this file.
# Measured, not guessed: 45,568 (PR #30) moved host_pool to 45.09 GiB and left
# vram_kv byte-identical at 4.20 GiB / 556,348 tokens on both ranks — extra
# host RAM above what the expert plane's footprint needs buys no cache. Back at
# 44,928, the size that boots clean.
FRANK_ARCHON_HOST_POOL_MIB=44928
# Pinned host pool for expert rows that do not fit VRAM, PINNED ONCE PER RANK: the
# host must pin tp x this number, and the refusal that names it is
# core/engine_bringup.cpp:250-265. Under the budget resolver this is ALSO the KV
# lever -- the card keeps expert-plane-minus-this-room, so every MiB added moves one
# MiB of experts off the card and into the cache. Derived from the boot ledger (a
# 23.73 GiB floor at 44,928 room puts plane + 2 units at 67.60 GiB a rank), 49,152
# drops the floor to 19.6 GiB and leaves the cache ~6.9 GiB, which is enough to back
# the whole 4 x 200,000 target; the leftover returns to the experts. Cost is paid
# twice over: pinned RAM (tp x 48 GiB, against the TTM target below) and expert
# residency -- ~3.2 GiB a card of experts now lives in host RAM and is read over the
# x8 link when the router picks it. The ledger's coverage line is the referee, not
# this file: if vram_kv comes back under 700,000 tokens, raise this 1024 and redeploy.
FRANK_ARCHON_HOST_POOL_MIB=49152
# VRAM left unclaimed per card (publisher default 96 MiB); the engine's settle
# floor is built from it.
FRANK_ARCHON_GPU_HEADROOM_MIB=96
@@ -93,16 +97,29 @@ FRANK_ARCHON_SPEC_TOKENS=2
FRANK_ARCHON_MAX_BATCHED_TOKENS=2048
# Step sharing. A prefill chunk that shares a step with decoding sequences holds
# the device for the chunk's whole time, and every decode row in that step waits
# that long for its next token (the census: [[LLM Performance Diagnosis]] §9).
# `auto` leaves each decode row behind the chunk a row plus its draft window and
# keeps a share for whatever is waiting to be admitted; a number pins the chunk's
# cap; `off` is the pre-1.4 behaviour this endpoint ran for two eras, where the
# chunk took the step and admission never ran. Interleave inserts N decode-only
# steps after a chunk step taken beside decoders: it protects their cadence and
# holds a waiting request out of those steps, so it stays 0 until the post-migration
# decode-vs-prefill buckets say it is wanted.
# that long for its next token: measured at this shape, decode-only steps 15.5 ms
# against chunk steps 166 ms, which is the harness's ~146 t/s falling to ~11 t/s
# while another session prefills (law and census: [[frank-archon]]).
# `auto` is a PREFILL-SPEED dial, not a decoder dial: it reserves one row plus the
# draft window per decoding sequence (3 tokens) and an eighth of the budget per
# waiting request or waiting prefill, and the source states it will not halve for
# decode rows alone. Live proof: prefill_chunks_capped 5,018 across 62,386 chunk
# steps. A number is the only value that applies whenever the chunk shares a step,
# and it must not go under the prefill stager's smallest pass -- 1025 rows here,
# named on the boot line "prefill staging: ... a step of more than 1024 tokens" --
# because below it every routed layer reads its pooled experts synchronously, so
# 512 is a trap and the vendor measures the whole job slower there. Interleave
# inserts N decode-only steps after a chunk step taken beside decoders: it protects
# their cadence and holds a waiting request out of those steps. That is the decoder
# dial. ARMED at 1 on 2026-10-20: at N=1 a stream takes its token from the chunk step
# AND one from the held step, ~2 tokens per 182 ms instead of one per 166 ms; the
# price falls on the prefilling prompt (its chunks lose every held step) and on any
# request still waiting to enter. `--prefill-span` re-funds a prefill only when it is
# ALONE, so it cannot buy this back while decoders run. Meter:
# radiance:engine_steps_held_total must leave zero, and the §9 buckets must move
# before N rises.
FRANK_ARCHON_BUSY_PREFILL_CHUNK=auto
FRANK_ARCHON_PREFILL_INTERLEAVE=0
FRANK_ARCHON_PREFILL_INTERLEAVE=1
# Prefix cache: pinned host memory only. The disk tier was removed outright
# (--prefix-cache-dir and --prefix-cache-disk-mib are refusals), so what used to
# be restored from NVMe is now re-prefilled. The tier is sized in ENTRIES and one
@@ -118,9 +135,10 @@ FRANK_ARCHON_NGRAM_PLACEMENT=ram
# RESETS pages_limit to half of RAM on every boot; below the plan the load dies
# mid-pin with an anonymous allocator error. ttm-preflight.sh raises the knob
# itself before refusing by name, so recovery is a boot, not a visit.
# Floor = 2 x HOST_POOL + 48,824 (static weights + arena) + PREFIX_CACHE + MNBT
# per the bats ledger test; at the 44,928 pool that computes to 148,920 MiB.
FRANK_ARCHON_TTM_MIN_MIB=150000
# Floor = 2 x HOST_POOL + 48,824 (static weights + arena) + PREFIX_CACHE + MNBT + the
# auto checkpoint store (MAX_SEQS x 10 slots of 111.98 MiB), per the bats ledger test;
# at the 49,152 pool with 4 slots that computes to 161,848 MiB.
FRANK_ARCHON_TTM_MIN_MIB=162000
FRANK_ARCHON_TTM_TARGET_MIB=204800
# Escape hatch for experiments. Unset -> no extra argv; the serve script expands
# this unquoted on purpose, so keep multi-flag values as one string.
+13 -10
View File
@@ -15,18 +15,21 @@
# log states every budget before anything is allocated (weights vs KV
# split, the expert host pool's coverage of the worst case, the PLE pin,
# the P2P answer per pair) — read it after every resize.
# Deployed shape (2026-10-19, radiance 1.8.1): THREE decode slots x 200,000
# tokens, fp8 KV, 44 GiB/rank pinned expert pool, MTP depth 2, prefix cache in
# pinned host RAM, PLE pinned in RAM. The per-card split between the expert slab
# and the KV pool is NO LONGER an operator number — 1.3.0 removed the VRAM pair
# and the budget resolver derives it from headroom, the cache bound and the host
# pool, so the slab size and the pool's token count are LEDGER lines: after every
# boot read them out of the log and check the pool still backs 3 x 200,000.
# Deployed shape (2026-10-21, radiance 1.8.1): FOUR decode slots x 200,000 tokens over a
# >= 700,000-token fp8 KV pool, 48 GiB/rank pinned expert pool, MTP depth 2, prefix cache
# in pinned host RAM, PLE pinned in RAM. The per-card split between the expert slab and the KV
# pool is NO LONGER an operator number — 1.3.0 removed the VRAM pair and the budget
# resolver derives it from headroom, the cache bound and the host pool, so the slab
# size and the pool's token count are LEDGER lines. After every boot read them, plus
# the two lines that size a prefill step — "activation arena: ... lends ... while
# steps are at most N tokens" (the arena levels the expert slab borrows) and
# "prefill staging: ... a step of more than N tokens ..." (the chunk size below which
# pooled experts are read synchronously) — and the cache's session backing.
#
# The root unit (scripts/frank-archon.service, User=dank,
# LimitMEMLOCK=infinity) grants the pin budget: 2 x 44 GiB expert pools +
# the 47.7 GiB PLE table + 8 GiB prefix host tier — ~147 GiB of pinned
# pages, which is ALSO why this script refuses to start when ttm's
# LimitMEMLOCK=infinity) grants the pin budget: 2 x 48 GiB expert pools + the 47.7 GiB PLE
# table + 8 GiB prefix host tier + the checkpoint store (slots x 112 MiB) — ~159 GiB of
# pinned pages, which is ALSO why this script refuses to start when ttm's
# pages_limit/pages_max cap is under FRANK_ARCHON_TTM_MIN_MIB (see below).
set -euo pipefail
+80 -39
View File
@@ -3,70 +3,111 @@ type: reference
description: "Alloy is Grafana's log and telemetry shipper."
tags:
- infrastructure
timestamp: 2026-09-11
timestamp: 2026-10-20
---
# Alloy
Alloy is Grafana's log and telemetry shipper. It replaces Promtail (end of life as of 2026-03-02, https://grafana.com/docs/loki/latest/send-data/promtail/). It is wired to forward container and journal logs to Loki, and every unit in the path is healthy — but as of 2026-10-18 it is delivering **zero** log lines. See "Delivery state" below.
Alloy is Grafana's log and telemetry shipper. It replaces Promtail (end of life
as of 2026-03-02, https://grafana.com/docs/loki/latest/send-data/promtail/). It
forwards the host journal — including the rootless Quadlet containers' logs —
to Loki. Unlike its observability siblings it runs as a **root system service on
the host network**, because a rootless container cannot read the journal (see
*Why root* below).
**Host:** Dankclaw (one instance per host) — **Port:** 12345 (loopback) — **Docs:** https://grafana.com/docs/alloy/latest
**Host:** Dankclaw (one instance per host) — **UI/health:** 127.0.0.1:12345
(loopback) — **Docs:** https://grafana.com/docs/alloy/latest
## Facts
| Item | Value |
|------|-------|
| Image | `franksdank/alloy:latest` (local build: upstream + a static busybox for the healthcheck) |
| Published | `127.0.0.1:12345` → 12345 (its own UI/health port) |
| Unit | `dankclaw/observability/quadlet/alloy.container` → `alloy.service` |
| Config | `shared/alloy/config.alloy`, installed to `/opt/alloy/config/config.alloy` on every deploy (`scripts/deploy-remote.sh:281-284`) |
| Inputs | host journald socket, podman container logs, `/var/log` |
| Output | `http://loki:3100/loki/api/v1/push` (`shared/alloy/config.alloy:13-17`) |
| Successor to | Promtail (EOL 2026-03-02, https://grafana.com/docs/loki/latest/send-data/promtail/) |
| Boot persistence | `Restart=always`/`RestartSec=10` + `WantedBy=default.target` (`dankclaw/observability/quadlet/alloy.container:58-63`); installed at `~/.config/containers/systemd/alloy.container`, reporting `generated` + `active` (`systemctl --user is-enabled|is-active alloy` 2026-10-18) |
| Delivery | **Configured and healthy, currently delivering zero data** — see "Delivery state" |
| Image | `localhost/franksdank/alloy:latest` — built rootless, then mirrored into the root image store by the deployer (a root build fails on DNS in this host's build container) |
| Unit | `dankclaw/observability/quadlet/alloy.container` → system `alloy.service`, installed at `/etc/containers/systemd/` (root manager) |
| Config | `shared/alloy/config.alloy` → `/opt/alloy/config/config.alloy` on every deploy |
| Network | `host` — required so it can reach Loki's `127.0.0.1:3100` publish |
| UI | `--server.http.listen-addr=127.0.0.1:12345` (loopback; nothing off-host reaches it) |
| Inputs | host journal: `system.journal` + `user-*.journal` (root reads both) |
| Output | `http://127.0.0.1:3100/loki/api/v1/push` |
| Boot persistence | `Restart=always`/`RestartSec=10` + `WantedBy=multi-user.target`; boot persistence is the `[Install]` section (generated system units cannot be `enable`d here) |
| Successor to | Promtail (EOL 2026-03-02) |
| Deploy status | root cutover built and tested in-repo (2026-10-20); the **live** instance is still the old rootless unit until `./scripts/deploy.sh dankclaw --service alloy` runs |
## Why Alloy and not Promtail
## Why root (the load-bearing decision)
Promtail reached end-of-life on 2026-03-02 and Grafana Labs directs new installs to Alloy. This stack uses Alloy from day one: no Promtail config or unit has ever existed in this repository (`git log -S promtail` over the whole history returns no commit that added one; the compose-era service of the same name was already Alloy — `dankclaw/observability/quadlet/alloy.container:6-7`).
A rootless Alloy delivered **zero** lines, silently and with a green health
check. Two independent causes, both proven on the host 2026-10-20:
1. **The journal is not readable by a rootless container.** The files are
`root:systemd-journal 0640` (`group:adm`, `other::---`). Even bind-mounted, a
rootless container has no supplementary groups, so opening them returns
`DENIED`. `loki.source.journal` then sees an empty view and the counter just
sits at 0 — no error logged.
2. **Container logs live in the *user* journal, not `ctr.log`.** The rootless
Quadlet containers log via the journald driver into `user-1000.journal`; the
old file globs (`/var/lib/containers/.../ctr.log`, `/var/log/containers/*.log`)
point at a root-storage layout that does not exist here.
**Root fixes both at once.** As root the container opens every journal file
under the machine-id directory — `system.journal` *and* `user-1000.journal` —
so a single `loki.source.journal` carries host services and the rootless
containers' logs together. Validated with a throwaway root probe before writing
the unit: **31,825 journal lines read, 26,966 pushed to Loki in 20 s, zero
drops**, and Loki's label set went from empty to populated.
### The two mounts that make it work
- **`/etc/machine-id` (ro) — load-bearing.** `sd_journal` locates the journal
directory by the *local* machine id. Without it the container opens nothing and
the journal source reads exactly 0 lines — silently, health green. This single
mount is the whole difference between a working and an empty pipeline; do not
remove it. (A root probe without it reads 0; with it, 31,825.)
- **`Network=host`.** Loki publishes `127.0.0.1:3100` (loopback only). No bridge
container — rootless or root — can reach the host's loopback, so Alloy must
share the host network to push to `127.0.0.1:3100`. Consequence: the UI binds
`127.0.0.1` directly (no `PublishPort`), so it stays loopback-only as before.
## Configuration
`shared/alloy/config.alloy` is the source of truth:
- Reads journald logs from the host's `/run/systemd/journal/socket`, labelled `job="systemd-journal"` (`shared/alloy/config.alloy:20-26`).
- Reads container logs from two globs: `/var/lib/containers/storage/overlay-containers/*/userdata/ctr.log` (`job="podman"`) and `/var/log/containers/*.log` (`job="containers"`) (`config.alloy:29-35`).
- Forwards everything to `http://loki:3100/loki/api/v1/push` by container name on `dankclaw_default` (`config.alloy:13-17`).
`shared/alloy/config.alloy` is the source of truth — one `loki.source.journal`
(labelled `job="systemd-journal"`) forwarding to the loopback `loki.write`
endpoint. There is deliberately **no** container-file source: container stdout is
in the journal.
## Volumes
| Container path | Host path |
|----------------|-----------|
| `/etc/alloy` | `/opt/alloy/config` |
| `/run/systemd/journal/socket` | host journald socket (read-only) |
| `/var/log` | host logs (read-only) |
| `/var/lib/containers` | podman storage (read-only) |
| `/etc/alloy` | `/opt/alloy/config` (ro) |
| `/etc/machine-id` | host machine id (ro) — **required** |
| `/run/systemd/journal/socket` | host journald socket (ro) |
| `/var/log/journal` | persistent journal files (ro) |
| `/run/log/journal` | runtime journal files (ro) |
## The UI port is published on purpose
## The UI stays on loopback
Alloy's UI listens on the container's own `127.0.0.1:12345` by default, and Alloy 1.x refuses to configure the `ui` service from a config block ("service ui does not support being configured", `shared/alloy/config.alloy:8-10`). Under compose that meant **no reachable health endpoint at all**: the homepage status card for alloy read `down` continuously and a deploy had nothing to wait on. The unit therefore passes `--server.http.listen-addr=0.0.0.0:12345` (`dankclaw/observability/quadlet/alloy.container:46`) and publishes `127.0.0.1:12345` (`alloy.container:47`, confirmed by `ss -ltnp` 2026-10-18) — same posture as the other three: reachable from the host and from Caddy's network, and from nothing off-host. Alloy has no authentication, which is exactly why it is not published wider. The homepage card probes that same loopback port (`shared/homepage/services.json:233`).
## Delivery state (2026-10-18): healthy, shipping nothing
The unit is `active`, the container reports `healthy`, the log says `Alloy is ready`, and the pipeline carries no data at all. Measured on 2026-10-18:
- `curl -s http://127.0.0.1:12345/metrics` → `loki_source_journal_target_lines_total{component_id="loki.source.journal.journal"} 0` and `loki_source_file_files_active_total{component_id="loki.source.file.containers"} 0`. The journal source logs no error; the counter simply never moves. The journal files it would have to read through the `/var/log` bind are `root:systemd-journal 0640` with an ACL (`ls -l /var/log/journal/64a287d7…/` 2026-10-18).
- Both file globs were refused at start (`journalctl --user -u alloy`, 2026-10-18T08:25:27Z), verbatim: `failed to create source, skipping … component_id=loki.source.file.containers error="failed to tail file, stat failed: stat /var/lib/containers/storage/overlay-containers/*/userdata/ctr.log: permission denied"` and the same message for `/var/log/containers/*.log: no such file or directory`.
- Downstream that means Loki holds zero streams — `GET /loki/api/v1/labels` returns `{"status":"success"}` with no `data` — see [[Loki]].
No fix is claimed here: the unit, the config and the push endpoint are all correct as written, and the gap is source-side access (and a Kubernetes-style glob that does not exist on this host). Anyone closing it should re-check the two counters above, not the health status — health is exactly what hides this failure mode.
Alloy 1.x refuses to configure the `ui` service from a config block, so the UI
address is set on the command line instead. Under the old rootless unit that
meant `0.0.0.0` inside the container plus a published `127.0.0.1:12345`; under
`Network=host` the listen-addr is `127.0.0.1:12345` directly — the host's
loopback, reachable from the host and from nothing off-host. Alloy has no
authentication, which is exactly why it is never published wider. The homepage
card and the deploy health gate both dial `http://127.0.0.1:12345/-/healthy`.
## Gotchas
- The journald socket mount is required for journal scraping.
- Container log paths differ between docker (`/var/lib/docker/containers`) and podman (`/var/lib/containers/storage/...`); point the config at the right one per host.
- One Alloy per host; do not run a single instance that tries to reach both hosts' logs.
- The unit `Wants=`/`After=` `loki.service`: without a reachable Loki the write client fails and the pipeline backs up.
- **No `/etc/machine-id` mount ⇒ silent zero.** The health check still passes.
This is the failure mode that hid the broken pipeline; check
`loki_source_journal_target_lines_total` and the Loki label query, never
`/healthy`.
- **`After=loki.service` is gone.** Alloy is on the system manager; Loki is a
rootless user unit — a system unit cannot order against a user unit. Alloy
retries its push until Loki answers, so ordering is unnecessary.
- **The image must be in the ROOT store.** The deployer builds rootless and
mirrors (`mirror_image_to_root`); a `Pull=never` root quadlet with only a
rootless tag fails at create.
- One Alloy per host; do not run a single instance that tries to reach both
hosts' logs.
## See Also
@@ -81,7 +81,7 @@ Two provisioning rules, each verified live by an outage:
appears. Create the Application with `provider_id` set (the UI does this
automatically; raw API/ORM drives must do it explicitly).
## OAuth2 relying-party quirks (this fork, verified live 2026-08-31)
## OAuth2 relying-party quirks (this fork; corrected live 2026-10-20)
The Grafana RP provider (`grafana`, pk 9, confidential client) was created and
verified end-to-end via `ak shell` ORM drives. This fork's OAuth2 provider
@@ -100,23 +100,32 @@ implementation diverges from upstream in ways that bit us; all verified live:
- **Provider resolution is by `client_id` query param** on the global
`/application/o/authorize/` route; per-slug authorize paths do not exist in
this build. Token/userinfo live at `/application/o/token/` and
`/application/o/userinfo/?api=1`.
- **Property-mapping evaluator is broken → userinfo returns `sub` only.**
`PropertyMappingEvaluator.evaluate(*args, **kwargs)` forwards kwargs to
`BaseEvaluator.evaluate(expression_source)`, so the first context kwarg
becomes the *expression source* instead of the context; every call raises a
swallowed `PropertyMappingExpressionException` and the claim is skipped.
Scope-grant filtering has the same class of bug: `ScopeMapping` has no
provider FK (linkage lives in the `ProviderPropertyMapping` through model)
so `filter(provider=...)` always yields an empty queryset and tokens asked
to carry scopes get zero. Net effect: userinfo/introspection answers with
`{sub}` only — email/groups/entitlements claims cannot be delivered by this
build until the evaluator is patched or upgraded. Clients consuming this
provider must key identity off `sub`.
- Scope mappings for this provider exist — `grafana-email-scope` and
`grafana-profile-scope` are both rows in `authentik_core_propertymapping`
(read-only `SELECT`, 2026-10-18) — and will start emitting claims the moment
the evaluator bug is fixed; no config change is needed then.
`/application/o/userinfo/` — do **not** append `?api=1` to a Grafana API URL.
- **NULL `authorization_flow` → authorize 500, `AttributeError: 'NoneType'
object has no attribute 'slug'`.** A provider created via raw `ak shell`
`create()` leaves `authorization_flow` unset; the authorize view then crashes
building the flow planner (`flows/planner.py`) and returns "Server Error —
Powered by authentik" before any claim is built. This was previously
mis-attributed to a broken evaluator; the crash is the missing flow. Fix: set
`authorization_flow = default-provider-authorization-implicit-consent` (the
flow every other provider in this instance already uses).
- **A scope mapping that returns a non-dict emits no claim.** authentik merges a
granted scope mapping's evaluated result into the token **as a mapping**: a
dict contributes its keys as claims; a bare string is keyed under the
mapping's NAME, so nothing usable appears. `grafana-email-scope` returned the
bare string `user.email`, so no `email` claim landed — the evaluator was
never broken (the dict-valued `grafana-profile-scope` mapping has always
delivered, and the stock OpenID mappings return dicts). Fix:
`return {"email": user.email, "email_verified": True}`. With no email, Grafana
v13 falls back to GET `<api_url>/emails`; authentik 404s it → "Login failed:
InternalError".
- **Grafana reads identity from the standard userinfo endpoint** (`API_URL` with
no `?api=1`); no `USE_ID_TOKEN` is needed once the `email` claim exists.
- **Net (2026-10-20):** the evaluator is fine; email/profile claims reach RP
clients. Both IdP fixes are idempotent in
`scripts/authentik-grafana-sso-fix.sh` (re-run after an ak-shell re-creation of
the provider or a blueprint import, which revert them). Grafana's half plus the
verified outcome (Viewer, `login = <sub hex>`, email present) are in [[Grafana]].
## LDAP provider objects (provisioned via `ak shell` ORM)
+23 -14
View File
@@ -4,7 +4,7 @@ description: "Grafana visualizes the metrics that Prometheus collects from every
tags:
- infrastructure
- grafana
timestamp: 2026-09-11
timestamp: 2026-10-20
---
# Grafana
@@ -64,19 +64,28 @@ Grafana responds on `/api/health` with 200 and `"database":"ok"`; measured 2026-
- Change the default admin credentials at first boot (env or UI).
- Dashboards provisioned as code (dashboard JSON plus a YAML provider, `shared/grafana/provisioning/dashboards/`) survive container recreation; UI-created ones live in the data volume — back it up.
- **Auth = OAuth2 relying-party, not auth_proxy.** The embedded outpost carries
no provider token (`token=None`), so no identity header ever reaches Grafana;
RP mode is topology-independent. The full verified contract (provider pk 9,
client_id `grafana-21ca190cde75d60f`, global authorize/token/userinfo paths,
Basic client auth, form-encoded token body, and the fork's userinfo-claims
bug that leaves identity at the `sub` hash only) is in
[[Authentik Outpost Reference]] → "OAuth2 relying-party quirks". Consequences for Grafana:
The unit sets `ALLOW_SIGN_UP=false`, `AUTO_UPSERT=true`, `ALLOW_ASSIGN_ORG=true`
`ORG_ID=1` and **no** role-attribute mapping (`grafana.container:52-55`), so
users land as Viewer with `login = <sub hex>`; no email/groups/role claims
reach Grafana until the evaluator bug is fixed — do not write role mappings
that depend on those claims. The local admin account stays the only Admin.
(The Viewer-default outcome and the `<sub hex>` login are not readable from
the host without the database or an admin password. *(unverified 2026-10-18)*)
no provider token (`token=None`), so no identity header reaches Grafana; the
login is Grafana's own "Sign in with Authentik" button against the `grafana`
confidential-client provider. **Verified end-to-end 2026-10-20** after four
independent breakages had made it fail. The two Authentik-side causes (a NULL
`authorization_flow` → authorize 500; an email scope mapping that returned a
bare string so no `email` claim was emitted) and the full wire contract live in
[[Authentik Outpost Reference]] → "OAuth2 relying-party quirks"; the IdP half is
re-applied by `scripts/authentik-grafana-sso-fix.sh` (idempotent — re-run after
an ak-shell re-creation of the provider or a blueprint import, both of which
revert it silently). The Grafana half is the unit's own env (`grafana.container`):
`SCOPES="openid email profile"` (a GitLab-style `user:email` scope crashes the
authorize view), the standard userinfo `API_URL` with **no `?api=1`**, the
attribute paths `email`/`sub`/`preferred_username`, and `ALLOW_SIGN_UP=true`
(safe: the guard fronts the callback). Grafana v13 only GETs `<api_url>/emails`
when the token carries no `email` claim — so it is the email claim itself (an
IdP fix, above) that makes the login land, not any Grafana toggle.
- **What a new login becomes:** a Viewer in org 1 (`ALLOW_ASSIGN_ORG=true`,
`ORG_ID=1`, no role-attribute mapping), with `login = <sub hex>` but the real
`email`. The local admin account stays the only Admin. The landing that the
edge-only 13-sso spec never checked is now asserted by
`tests/e2e/specs/20-grafana-sso.spec.ts` (RP round-trip → `/api/user` 200 with
an email).
- **Never point this unit's `EnvironmentFile` at the repo-root `.env`.** That
file is a gluetun env file and it carries `HOME=/root`; systemd imports it
for the service, podman then looks for its configuration under `/root`
@@ -3,7 +3,7 @@ type: reference
title: "Observability on Dankclaw"
description: "The observability stack: what runs, how it is deployed, how it is exposed, and what is still unconfigured."
tags: [observability, prometheus, grafana, loki, alloy, node-exporter, quadlet, dankclaw]
timestamp: 2026-09-11
timestamp: 2026-10-20
---
# Observability on Dankclaw
@@ -83,27 +83,37 @@ health endpoint (`/prometheus`: `/-/healthy`, `/alertmanager`: `/-/healthy`
[[Observability Provisioning]] for what is provisioned as code and how to
verify it through the APIs.
## Current state (2026-10-18)
## Current state (2026-10-20)
* **Metrics: working.** `curl -s http://127.0.0.1:9090/api/v1/targets` reports
eight up targets; the four downs are structural (the `comfyui` and `services`
HTML probes, and Gitea's disabled metrics endpoint), not outages. Rule set:
4 alert rules + 2 recording rules (`/api/v1/rules`, matching
`shared/prometheus/rules/llm-fleet.yml`).
eight up targets — the three LLM endpoints (frank-archon on `vllm:*`,
frank-dragoon and frank-zealot on `llamacpp:*`), grafana, loki, prometheus
and both node exporters. The four downs are structural (the `comfyui` and
`services` HTML probes, and Gitea's disabled metrics endpoint), not outages.
Two rule groups in `shared/prometheus/rules/llm-fleet.yml`: `llm-fleet`
(2 recording + 4 alert, `llamacpp:*`) and `vllm-fleet` (1 recording + 4
alert, `vllm:*` — archon queueing, prefix collapse, preemption, p95
time-to-first-token), each keyed only to the namespace its runtime exports.
* **Delivery: working.** Alertmanager's single `signal` receiver webhooks the
relay, and `journalctl --user -u signal-relay` records successful
`sent to +12062476336:` lines for every rule in the set.
* **Dashboards: working.** One provisioned Prometheus datasource (uid
`prometheus`) and the `llm-fleet` dashboard, both installed from
`shared/grafana/provisioning/`.
* **Logs: configured, empty.** Alloy ships zero lines (journal counter 0, both
file globs refused) and Loki therefore holds zero streams — `/opt/loki/data`
is a few hundred KB of WAL/compactor bookkeeping with **no chunk files**
(8 files total by `find`, 2026-10-18) and `GET /loki/api/v1/labels` returns
no label names.
See [[Alloy]] → Delivery state and [[Loki]] → Contents.
* **Not configured:** no Loki datasource in Grafana, no blackbox exporter (the
structural downs have no real uptime signal), no Alertmanager vhost.
* **Dashboards: working.** Provisioned datasources — Prometheus (uid
`prometheus`) and Loki (uid `loki`) — and the `llm-fleet` dashboard, all
installed from `shared/grafana/provisioning/`. The Loki datasource is how
you read logs: Loki has no web UI of its own, so Grafana Explore is the
human surface (the guarded `loki.franksdank.cloud` vhost serves only the API).
* **Logs: fixed in code, awaiting deploy.** The pipeline shipped nothing because
a rootless Alloy cannot read the `0640` journal files, and the container-log
globs point at a root-storage layout that does not exist here. The fix is built
and tested in-repo (2026-10-20): Alloy is now a **root system service on
`Network=host`**, reading `system.journal` + `user-*.journal` and pushing to
Loki's `127.0.0.1:3100` loopback publish — a throwaway root probe read 31,825
lines and pushed 26,966 with zero drops. The **live** instance is still the old
rootless unit until `deploy.sh dankclaw --service alloy` runs. Detail in
[[Alloy]] → Why root; Loki's store state in [[Loki]] → Contents.
* **Not configured:** no blackbox exporter (the structural downs have no real
uptime signal) and no Alertmanager vhost. The log pipeline's fix is in code but
not yet deployed (see *Logs* above).
## Citations
@@ -239,45 +239,92 @@ prefill is over. `preemptions` separates the third shape: a preempted-and-recomp
sequence stops producing entirely and then re-prefills from token 0, which is a
stall, not sludge.
Knobs, in the order worth trying them (radiance GUIDE §4.5):
**Split the step ledger before choosing a knob.** Three counters decide which mechanism you are
looking at, and none is a rate: `engine_step_seconds_decode_total / engine_steps_decode_total` is
the mean **decode-only** step, and `(step_seconds_total − step_seconds_decode_total) /
(steps_total − steps_decode_total)` is the mean **chunk step** (a chunk alone, or a chunk with
decode rows beside it). On frank-archon's live 1.8.1 shape that pair is **15.5 ms against 166 ms**,
with 4.7 % of the steps holding 34 % of the step time. Decode-only steps themselves move only
14.1 → 16.4 ms between a prefill-free minute and a heavy one, and the lagged buckets stay flat: so
a decode-rate collapse on that box is **step time sharing**, and the eviction/residency story is
worth ~10 % of one step — not a lever.
- `--prefill-interleave N` — after a chunk step taken beside decoders, the next N
steps carry decode rows only and admit nothing. Decoders keep their cadence; the
prompt pays that in TTFT. Counts as `engine_steps_held_total`.
- `--busy-prefill-chunk MODE` — the chunk's share of a step that has other work:
`auto` (default) reserves a row plus the draft window per decode row behind it and
an eighth of the budget per waiting prefill/request, `off` lets the chunk take the
whole step (admission never runs while it does), `N` pins the share. Never under
the prefill stager's smallest pass — the startup line names it, and below it every
routed layer reads its pooled experts synchronously, which costs the prefill far
more than sharing saves. Counts as `engine_prefill_chunks_capped_total`.
- `--max-num-batched-tokens` — the blunt rung, and the only one older pins have. The vendor's own
curve prices **halving the shared chunk at roughly a fifth of prefill throughput** (a 48-layer MoE
at 200k on two cards — knob pricing, not this endpoint's number, so treat it as the order of
magnitude a chunk decision costs). Raising it past the checkpoint interval buys nothing and loses
expert residency to the arena.
- `--prefill-span N` — the inverse trade: a *lone* prefill carries N intervals a step while every
shared step is planned at a smaller shared budget, which on an expert-tiered box lends that arena
back to the expert slab. The vendor's own measurement says the win is **long-prompt-only**: nothing
at short prompts, a large TTFT gain at the far end of the window.
**Four traps in the PromQL above.** Learn them before trusting a bucket:
- **Latency is `vllm:`, cadence is `radiance:`.** The TTFT / inter-token / per-output-token / e2e
histograms and the running/waiting gauges exist only under the vLLM compatibility prefix; preemption
is `vllm:num_preemptions_total` (the counter) while `radiance:num_requests_preempted` is the
*instant* depth. A `radiance:`-only query finds no latency and no preemption, and reads as "the
endpoint never stalls anyone".
- **The tps gauges are 1 s decayed windows, batch-pooled.** Per-stream rate is
`decode_tokens_per_second / vllm:num_requests_running`. With a 15 s scrape, a 120 s step samples one
scrape in eight — use step ≤ 30 s for a bucket table.
- **Every counter resets at a restart and the metric set changes with the build.** Prove the window is
one shape (`up`, or the first sample of a counter that only the current build exports) before
ranking buckets; frank-archon's 48 h window straddled two containers, and one bucket's "collapse"
turned out to belong entirely to the older one.
- **A 2-minute mean step time dilutes the chunk.** The sharp variable is the phase ratio in the query
above, never `step_seconds/steps` — 4.7 % of steps cannot move a mean that is 95 % decode.
Two traps. **The arena/slab coupling makes a shared step doubly expensive on an
expert-tiered shape**: the full-plan arena takes VRAM the resident expert slab would have had, so the
decode rows inside that step also read experts over the link — a smaller shared budget helps twice.
And **re-check
`prefix_hit_rate` / `prefix_evictions` after any chunk change**: the arena and the KV
pool are the same memory, and the failure looks like turn two taking as long as turn
one.
Three instruments the PromQL above cannot reach:
Availability is a version question, not a config question: `--busy-prefill-chunk` and
`--prefill-interleave` are absent from older pins — prove it on the running container
(`podman exec <c> <binary> --help | grep -iE "prefill|chunk"`), never from the vendored
tree, and check the source clone's depth before dating a flag from `git log -S`
(a `--depth 1` clone reports its own tip for every search).
- **The engine's own step-detail histograms (`prefill_steps_duration`, `prefill_step_tokens`,
`token_queue_wait`) are exported but reach no target**, and the arena / expert slab / heat engine /
prefill stager have **no metric at all**. Per-request forensics mean `curl localhost:7770/stats` on
the endpoint's own host — same phase counters plus `preemptions` (the count), the chunk geometry,
and the expert/link byte totals. `/diagnostics` answers "is the *box* the limit" in one call:
configuration drift, the VRAM split, each card's link chain and clocks, findings with fixes.
- **`prefix_hit_cut_tokens_total` measures prefill load you created for yourself.** On a hybrid
(linear + paged) model a prefix hit reuses only as far as the last **linear-state** checkpoint, so
cached tokens are replayed as prefill and stall decoders for it; frank-archon ran 38 % of all its
prefill tokens that way, every `prefix_hit_cuts_total` labelled `reason="no_snapshot"`. A high
prefill rate is not always a client that sends new tokens. Retention is `--checkpoint-policy` -
exactly three names, `geometric-backoff` (default), `tip-only`, `keep-all`, one owner:
[[frank-archon]].
- **Bucket the arriving request too** — `histogram_quantile` over
`vllm:time_to_first_token_seconds_bucket` by the same prefill series. The decode gauge only sees
sequences that are already running; the one waiting for its first token pays the same steps and
shows in no decode number.
Run on: [[frank-archon]] — the census was taken on its 3-slot radiance 1.0.13 era (budget 2048 =
interval 2048); the live 1.8.1 shape carries the two chunk knobs. The measured census and the verdict
for this fleet's shape are that page's.
Knobs, in the order worth trying them (radiance GUIDE §4.5; the pinned source is the referee):
- `--prefill-interleave N` — after a chunk step taken beside decoders, the next N steps carry decode
rows only and admit nothing. **The knob that acts on the measured mechanism.** Decoders keep their
cadence; the prefilling prompt pays in TTFT and an arriving request waits out the held steps.
Counts as `engine_steps_held_total` — if that counter is zero, nothing is protecting anyone.
- `--busy-prefill-chunk N` — pins a shared chunk's share of the step. **`auto` is a prefill-speed
setting, not decoder protection:** it reserves `1 + spec` rows per decoding sequence plus an eighth
of the budget per *waiting* request or prefill, and the source refuses to halve for "decode rows
alone", so a shape can run `auto` and still lose every chunk step. Prove engagement from
`engine_prefill_chunks_capped_total` against the chunk-step count. The floor is the prefill
stager's smallest pass — the largest arena level that lends, plus one, named on the startup line
`prefill staging: … a step of more than N tokens copies the pooled experts of …` — and under it
every routed layer reads its pooled experts synchronously: the vendor prices the whole job (four
decoders plus a long prompt) at **29.5 s with a 2048 chunk and 31.9 s at 512**, so shrinking the
chunk blindly buys latency in both directions.
- `--prefill-span N` — needs `--max-num-batched-tokens` of N intervals. A *lone* prefill then
carries N intervals a step (on an expert-tiered box only from 8 intervals, where the vendor's own
measurement says a span starts to win), while **every other step is planned at the shared
budget** — a lending arena level that also keeps the stager's ring, the one combination the chunk
knob cannot express. Priced by the vendor at 320 MiB a card of expert residency, ~3 % off the KV
pool, and TTFT-neutral on one of his two 2×R9700 boxes: measure your own prompt lengths first.
- `--max-num-batched-tokens` alone — the blunt rung, and the only one older pins have. It raises the
arena the expert slab loses, and on this payload its resonance is violent (MNBT 2560 collapses
decode — [[frank-archon]]).
Two traps. **The arena/slab coupling makes a shared step expensive twice:** the full-plan arena is
reclaimed from the expert slab *synchronously before the step*, and the loan regrows only after a
quiet interval, so every step of a prefill run — the decode-only ones included — runs on the smaller
slab. And **re-check `prefix_hit_rate` / `prefix_evictions` after any chunk or span change**: the
arena, the staging ring and the KV pool are the same memory, and the failure looks like turn two
taking exactly as long as turn one.
Availability is a version question, not a config question: `--busy-prefill-chunk`,
`--prefill-interleave` and `--prefill-span` are absent from older pins — prove it on the running
container (`podman exec <c> <binary> --help | grep -iE "prefill|chunk"`) or from `/diagnostics`'s
`configuration` block, never from a vendored tree, and check a source clone's depth before dating a
flag from `git log -S` (a `--depth 1` clone reports its own tip for every search).
Run on: [[frank-archon]] — owner of the live census, the measured step pair, and the arms.
## Related
+145 -36
View File
@@ -96,7 +96,7 @@ on stop. Boot budget 1800 s (the publisher's compose allows a 15-minute `start_p
| Spec / batch | `SPEC_TOKENS=2` — MTP depth 2, the `.rad` carries the model's own `mtp.*` head (`mtp.fc_hidden`/`fc_embedding`/`draft_head`); `MAX_BATCHED_TOKENS=2048` (MNBT — 2560 collapses decode, Laws) |
| Prefix cache | `PREFIX_CACHE_MIB=8192`, pinned **host tier only** — the 64 GiB disk tier is gone, so an evicted prefix is re-prefilled; `STATE_DIR=/home/dank/radiance-state` now exists only to hold the rad-tune cache |
| Template | `TEMPLATE=scripts/qwen38-froggeric-v22.5.jinja` (28,234 B) via `--override-chat-template` — froggeric's fixed Qwen3.8 template (the repo root's `chat_template.jinja`, vendored); the checkpoint's own template is baked into the `.rad` by rad-convert and this overrides it, and radiance derives the reasoning and tool-call reply format from it |
| Step sharing | `BUSY_PREFILL_CHUNK=auto` (a shared chunk reserves a row plus the draft window per waiting decoder) · `PREFILL_INTERLEAVE=0` — held at zero until the decode-vs-prefill buckets ask for it |
| Step sharing | `BUSY_PREFILL_CHUNK=auto` — prefill-speed first: it reserves 3 tokens per waiting decoder and ⅛ of the budget per waiting request, and does **not** shrink the chunk for decoders alone · `PREFILL_INTERLEAVE=1` — the decoder dial, **armed 2026-10-20**: one decode-only step after each chunk step taken beside decoders; meter `engine_steps_held_total`, price is the prefilling prompt's TTFT |
| TTM gate | `TTM_MIN_MIB=150000`, `TTM_TARGET_MIB=204800` |
| Boot | `RAD_MIN_MIB=110000` deployer floor; the listener binds only after the full load (health ~100 s, budget 1800 s) |
@@ -280,30 +280,92 @@ vllm-radiance era (this table opens on 09-26; the era page claims 10-10).
- **MNBT 2048.** 2560 collapses decode to 2.6-7.7 t/s (MTP resonance); the w4 file tier streams
in place only at MNBT ≤ 2048 and the activation arena scales with the chunk (32768 → 33.3
GiB, refused).
- **Decode pays for the chunk it shares a step with.** Census of the live engine taken at the
3-slot shape on 1.0.13 (`/stats` + `/metrics`, cumulative over the 2026-10-15 boot):
1,435,585 decode-only steps at **18.7 ms** each against 127,991 prefill+mixed steps
at **317 ms** — 60 % of engine wall-clock spent inside 8 % of the steps, because the
chunk is `min(remaining, checkpoint interval 2048, MNBT 2048)` = 2048 rows and every
decode row in that step waits the whole chunk. Day of Prometheus (120 s step, 721
samples): `decode_tokens_per_second` median **13.3 t/s** in the 56 % of samples where
`prefill_tokens_per_second` ≥ 1000, against 106-240 t/s in the light-prefill buckets;
bucketed by mean step time it is 128.7 t/s at 0.02-0.05 s steps and 12.0 t/s at
0.15-0.4 s. The stall is **during**, not after — decode in windows 2-14 min after a
busy-prefill window sits at the idle baseline (58-64 vs 77-85 t/s, the residual
confounded by co-scheduling), so no lingering expert-residency penalty at 2-minute
resolution, and `preemptions: 0` rules out preempt-and-re-prefill. Method:
[[LLM Performance Diagnosis]] §9. The law is shape-independent; the fix lives at 1.8.1 (next law),
and nobody has re-run the census since the migration — so the fix is ordered, **not verified**.
- **The knobs for it arrived with 1.8.1, and only one of them is on.** `--busy-prefill-chunk` caps the
shared chunk so a step with waiting decoders takes a smaller piece (live: `auto`, the engine picks;
the explicit value is 512), and `--prefill-interleave N` inserts N decode-only steps after a chunk
step taken beside decoders. `interleave` is deliberately **0** — the env comment holds it there until
the decode-vs-prefill buckets ask for it, and those buckets have not been read since the migration.
The vendor prices a 1024 chunk at about a fifth off prefill throughput to halve the stall; that is a
knob for choosing tomorrow's chunk, not a measurement of this shape. MNBT remains an arm and not an
edit: 2560 collapses decode through MTP resonance. Any chunk change re-scores draft acceptance before
it is trusted.
- **Decode pays for the chunk it shares a step with, and `--busy-prefill-chunk auto` does not
protect it.** Re-measured on the live 1.8.1 shape (34.8 h boot, Prometheus at 60 s,
`engine_step_seconds{,_decode}_total` / `engine_steps{,_decode,_mixed,_prefill}_total` /
`prefill_tokens_total`): decode-only steps run at **15.5 ms**, chunk steps (a chunk alone, or a
chunk with decode rows beside it) at **166 ms** — 4.7 % of the steps hold **34 % of the engine's
step time**, so a session decoding while another prompts advances one token per 166 ms. Bucket the
harness's `radiance:decode_tokens_per_second` by `radiance:prefill_tokens_per_second` (15 s
scrapes; per-stream rate = the gauge ÷ `vllm:num_requests_running`): median **166 t/s** under light
prefill, 81 t/s at 1-5k, **13 t/s above 5k** — a **12.7×** collapse, and at 13 t/s with two
sessions running each stream sits at 6.7 t/s = 149 ms a token, one token per shared step. Nothing
else moves: decode-*only* steps stay 14-18 ms in every bucket (14.1 ms in a prefill-free minute,
17.9 ms in the deep one) and the relationship is lag-0 only (r = −0.74 at lag 0, |r| ≤ 0.19 from
30 s on, decode back at baseline by 5 min) — residency is not the mechanism either. The second
victim is the **arriving** request: through a high-prefill window TTFT p90 goes 2.4 → **18.0 s**
and 15.5 % of requests wait over 10 s for their first token, with `http_queue_depth` at 2-3, while
median TTFT (~1.9 s) and per-token latency barely move. Preemption is real but burst-shaped: 264
`vllm:num_preemptions_total` in the boot, 108 of them inside 105 s of a 6.5k-tok/s prefill. The
chunk is `min(remaining, checkpoint interval, MNBT, busy_cap)`; the first three read 2048 here,
and `busy_cap` is the fourth law.
- **`auto` is a prefill-speed dial, not a decoder-protection dial.** `Scheduler::busy_cap` reserves
`1 + spec` rows per decoding sequence behind the chunk (3 tokens at MTP 2) plus one eighth of the
budget per *waiting request or waiting prefill*, and the code refuses to do more for decoders:
"not for decode rows alone: their reserve is a few tokens, so the chunk ends a quantum short and
the next step finishes the interval… Halving would hold a long prompt to half-interval chunks while
anything decodes behind it, which costs more" (`core/sched/scheduler.cpp:874-878`, 1.8.1). Live
proof: `prefill_chunks_capped` 5,018 against 62,386 chunk steps — 8 %, and those are the minutes
with a waiter, not the minutes with a decoder. An explicit `N` is the only value that applies
"whenever the chunk shares the step".
- **At MNBT 2048 no chunk value keeps both the arena loan and the staged copies.** The arena is a
ladder of levels (256 and 1024 rows here) and a step's rows are its **whole** token count —
`max(n_tok, n_seq × (1 + spec))`, `core/engine.cpp:1142` — so a 1024-token chunk with two decode
rows is a 1030-row step: it falls back to the full plan, which "lends nothing", and it arms the
prefill stager. The stager's floor is the largest lending level plus one, 1025 rows here — named on
the boot line `prefill staging: … a step of more than 1024 tokens copies the pooled experts of 48
routed layers onto the card up to 3 layers ahead` — and below it "every routed layer reads its
pooled experts synchronously and the prefill slows far more than sharing saves" (GUIDE §4.5). The
vendor's own number for naive shrinking, on this architecture: four decoders with a long prompt
beside them finished in **29.5 s at a 2048 chunk and 31.9 s at 512**.
- **A big step takes the arena from the expert slab and keeps it for the whole prefill.** The arena
lends 987.77 MiB (steps ≤ 256 rows) or 670.26 MiB (≤ 1024) to the slab; a full-plan step reclaims
it **synchronously before the step** — units revert to their host copies (an address change, not a
copy) and both read streams drain — and `arena_tick` regrows the loan only **2 s after the last big
step** (`core/engine.cpp:1129-1202`), so every step of the prefill run, decode-only included, runs
with a slab ~780 expert units smaller over a link also carrying the staged copies. `/diagnostics`
says the binding constraint in one line: "a prefill step streams every routed layer's pooled
experts onto the card, so its speed is bounded by the link; decode reads the ones it routes to".
Measured size of the whole effect: the ~10 % above. Real, small, not worth chasing.
- **`--prefill-interleave` is the dial that buys decode its cadence; armed at 1 on 2026-10-20.**
N decode-only steps follow any chunk step taken beside decoders; held steps admit nothing, so it
costs the prefilling prompt its TTFT and an arriving request its first step. Rate arithmetic at the
two measured step times and 0.657 acceptance (≈2.3 tokens a step): N=0 → ~14 t/s, **N=1 (armed) →
~23**, N=2 → ~33, N=4 → ~48, N=8 → ~69, with the prefill slowed by (166 + 15.5N)/166. **Arithmetic, not
measurement** — the arm is chosen by the §9 bucket pair plus `steps_held`, and `auto` is not a
substitute for it.
- **`--prefill-span` is the shape that keeps the loan, and it is priced.** It needs MNBT = N
intervals, so `--prefill-span 2 --max-num-batched-tokens 4096`: a *lone* prefill carries 2
intervals a step (and on an expert-tiered box only from 8 intervals / 16k tokens, where the span
starts to win), while **every other step is planned at the shared budget of 2048** — which is a
lending level *and* keeps the stager's ring, the one combination `--busy-prefill-chunk` cannot
express. Costs per GUIDE §4.5: 320 MiB a card of expert residency, ~3 % off the KV pool (§4.3's
cliff is sharp), a decode step uploads twice the per-step arrays at 4096, and checkpoints inside a
span are not written, so a partially-shared prompt resumes one interval earlier. On the vendor's
second box (2×R9700, w4nl64, TP2) it was TTFT-neutral — 2.61 vs 2.56 s at 18k, 10.72 vs 10.55 at
75k — hence their own rule: measure your own prompts at two ranks before turning it on. MNBT 4096
does not boot at 3 slots; this shape is 2.
- **Most of this endpoint's prefill work is replay of tokens the prefix cache already had.** Over
the same window `prefill_tokens_total` 65.2 M against `prefix_hit_cut_tokens_total` 24.9 M = **38 %
replayed**, and it is not an eviction: a hit on a hybrid model reuses only as far as the last
**linear-state** checkpoint (`reuse = min(h.n_attn_tokens, h.n_linear_tokens)`,
`core/sched/scheduler.cpp:953-978`), and the retention default keeps a **geometric ladder** - about
`log2(depth/interval) + 2` snapshots - so a turn that diverges `d` behind the tip can resume as
deep as `tip − 3d`. The live ladder for a 200k session at interval 2048 is 2048 · 131072 · 163840
· … · 198656: diverge at 120k and 21.7k tokens replay, diverge at 50k and 48k. Every
`prefix_hit_cuts_total` carries `reason="no_snapshot"` (the other two reasons stay dead), so the
cause object agrees and `hit_cut_tokens` is the cost. `--checkpoint-policy` admits exactly
**`geometric-backoff` | `tip-only` | `keep-all`** and refuses anything else at boot. It governs
retention only - the writes happen at every interval whatever the policy says (only `--prefill-span`
skips them) - so `keep-all` buys a replay bounded by one interval at any depth for **pinned host RAM
alone**: 97 snapshots a 200k session, `--checkpoint-slots auto` asking 196 × 111.98 MiB = 21.4 GiB
against a store budget of an eighth of host RAM (31.5 GiB here, so `share` admits it) with `room` -
the pinning room left beside the expert pool at boot - as the hard bound the ledger line names.
Retention also spares a snapshot a later turn resumed from (`core/mem/prefix.cpp:709-723`), so a
chain that keeps resuming at one deep point stops paying for it. Shortening
`--checkpoint-interval` does **not** buy the deep case: the coarsest ladder scale is the largest
`interval × 2^k` under the depth, so the deepest gap stays ≈ half the prompt (129,024 tokens at
interval 2048 against 130,816 at 256) while every cut multiplies the snapshot writes.
- **Slots cost KV, rows, and window — never speed.** `--max-num-seqs` carries no radiance constraint: it
adds ≈110 MiB of recurrent state per slot (the live `kv_full_backing` arithmetic prices them exactly),
declares the fused TP all-reduce over `seqs × (1 + spec)` rows, and `wht6` is bit-exact up to 25 rows
@@ -396,12 +458,35 @@ vllm-radiance era (this table opens on 09-26; the era page claims 10-10).
4600 MT/s ended it, with zero `gdn_hip` faults either side; the prefix-caching / GDN re-seed
theory was confounded on both arms. Consumer non-ECC raises no MCE for a silent flip and a
60 s / 8 GiB pattern check covers 0.5 % of 246 GiB — silent RAM corruption outranks every
software theory.
software theory. **That mitigation is a BIOS setting and it is not in effect now:** `sudo
dmidecode -t memory | grep -i configured` answers 4800 MT/s on 2026-10-20, and the only event
between the fix and today is the 2026-10-12 power failure that also reset TTM. Check the speed
before crediting any software revert with a fix — and before believing a clean run of the arm
you just tested, because the confounder is still in the slot.
- **TP=2 here** is legal since the 2026-09-20 ProArt B850 swap (x8/x8 on CPU root ports,
`Routing+`/`ReqEn+` end to end) only because radiance's wire is `libr4d`'s own one-shot
all-reduce; RCCL needs atomics on the whole chain and fails `hipErrorIllegalState` without
them (). `wht6` buys +5.6-6.3 % prefill for ~1.3 % of 8-stream
decode, `exact` is the bit-exact alternative.
- **The link is already at the board's ceiling — do not chase the `link-below-max` warning.**
Both root ports (`00:01.1`, `00:01.3`) are **x8 max** at 32 GT/s, so PCIe 5.0 x8 ≈ 31.5 GB/s is
the whole budget per card and the cards' own `pcie_dpm` tables expose only x8 states.
`/diagnostics` still warns that the on-card switch hop (`01:00.0`, `05:00.0`) runs "x8 of its
x16 while the card is 100 % busy" and suggests a reboot or a reseat — pointless when the host
side of the chain is x8 max, which the same endpoint reports two findings later as
`link-capped`. The width that matters is the minimum of the chain, and it is x8 either way, so
the only lever on a link-bound prefill is **less traffic over the link** (more expert
residency, fewer pooled experts), never a wider link. P2P resolves **on** (`auto` asks the
driver, the two cards reach each other's memory), so the collectives do not hairpin through host
RAM, and the engine's copies ride one DMA queue that "give[s] way to the collectives" — the
all-reduce wins the link, the staged experts wait.
- **Eight cores is the whole host, media stack included.** Dankserver is a Ryzen 7 7700X (8
cores / 8 threads, one NUMA node, `nodes: -1` for both cards) running Jellyfin, Plex, Calibre
and RomM beside the engine, and `--http-threads` defaults to one thread per core. Measured
during a heavy prefill: load average ≈ 1.0, `jellyfin` 11 % CPU, `radiance` 7 % — **CPU
contention is not the current decode culprit**, so do not spend an experiment window on it;
re-read `uptime` and `ps -eo pcpu,comm --sort=-pcpu | head` first if a future collapse looks
different from the step-sharing one.
- `--prefix-cache-dir` creation is **not recursive** — the serve script `mkdir -p`s the path or
the disk tier silently never opens. The tier does survive a payload swap when arch and
tokenizer match (it recovered 900,176 blocks on the 2026-10-15 swap; `cache_n` proves a hit).
@@ -445,11 +530,19 @@ vllm-radiance era (this table opens on 09-26; the era page claims 10-10).
## Contract (the wire)
- **Live surface:** `/health` (== `/ping`), `/v1/models`, `/v1/chat/completions`
`/v1/completions`, `/metrics`, `/stats`, `/sessions`, `/dashboard`. `/health` answers 200
JSON (model id, `in_flight`, `queue_depth`) while serving and **503 only while stopping**
(`core/server/admin.cpp:385`), and the listener binds *after* the full load (`main.cpp`:
`engine.start()` then `engine.serve()`) — during the load the port refuses connections, so a
bare `curl -fsS …/health` gate is honest and needs no body grep.
`/v1/completions`, `/metrics`, `/stats`, `/sessions`, `/dashboard`, **`/diagnostics`**. `/health`
answers 200 JSON (model id, `in_flight`, `queue_depth`) while serving and **503 only while
stopping** (`core/server/admin.cpp:385`), and the listener binds *after* the full load
(`main.cpp`: `engine.start()` then `engine.serve()`) — during the load the port refuses
connections, so a bare `curl -fsS …/health` gate is honest and needs no body grep.
- **`/diagnostics` is the instrument for "is the box, not the config, the limit"** — one call
returns `configuration` (every flag, so drift from the env file is checkable without the host),
`environment`, `derived` (the VRAM split as the ledger prints it), `hardware` (host, per-card
`link_chain` + `pcie_dpm` + clocks + power cap + DMA engine choice + P2P answer) and `findings`
(level / what / why / fix). On this box it reports `experts-from-host` (5.99 GiB a rank crosses
PCIe when used), `link-capped` (root ports are x8 max — the board), `swap-in-use`,
`tp-wire-lossy`, and **`link-below-max` as a `warn` at 100 % card busy on both cards** — which is
structural on this board; see the x8-ceiling law under *This host, and the deploy path*.
- **Served id.** `FRANK_ARCHON_SERVED_NAME=frank-archon` (the wire rename of 2026-10-09 moved
only the alias; container, unit, scripts and env keep the service name). The env's contract
line is that **radiance validates the requested model name, so every client — harness, bench
@@ -476,12 +569,28 @@ vllm-radiance era (this table opens on 09-26; the era page claims 10-10).
and 16,384 patches per pass. Probe with a ≥ 256 px solid-colour PNG and a ≥ 256 token budget
— at 64 tokens you get empty `content` and the colour only inside `reasoning_content`.
- **Capacity behaviour:** a prompt over `--max-model-len` is refused, never truncated; a request
longer than the KV pool's token count is accepted then refused as too large to fit; under the
3-slot contract a **fourth** full-height conversation is refused, not paged or squeezed.
longer than the KV pool's token count is accepted then refused as too large to fit; a request
beyond `--max-num-seqs` is held by the HTTP port (`queue_cap`, default 8 × slots = 16 here) and
answered 503 only past that, never paged or squeezed. Because the cache funds **1.8** full-height
sessions, admitting a second near-full-height conversation can **preempt a running sequence from
the back** to free its blocks (`core/sched/scheduler.cpp:1291-1322`); the victim is recomputed, so
its session halts and then re-prefills. Meter: `vllm:num_preemptions_total` (264 in the current
boot, all in prefill-coincident bursts — 108 inside 105 s); `/stats preemptions` is the cumulative
count and `radiance:num_requests_preempted` only the instant depth.
- **Observability:** `/metrics` carries vLLM-compatible names plus `radiance:*`, scraped by the
Dankclaw Prometheus job at `192.168.0.235:7770` over plain LAN routing (the netavark
published-port quirk is same-host only). The boot ledger — the referee for every shape number
above — is in the container log (`podman logs frank-archon`)
Dankclaw Prometheus job at `192.168.0.235:7770` (15 s interval) over plain LAN routing (the
netavark published-port quirk is same-host only). **Latency lives under `vllm:`, cadence under
`radiance:`** — TTFT / inter-token / per-output-token / e2e / decode-time histograms and the
running/waiting gauges are `vllm:*` with no radiance-native equivalent, so a `radiance:`-only
query misses every latency answer. The step-phase counters are all scraped:
`engine_steps{,_decode,_mixed,_prefill,_held}_total`, `engine_step_seconds{,_decode}_total`,
`engine_prefill_chunks_capped_total`, `prefill_tokens_total`, `decode_tokens_per_second`,
`prefill_tokens_per_second`, `prefix_hit_cut_tokens_total`, `http_queue_depth`. Two holes: the
engine's own step-detail histograms (`prefill_steps_duration`, `prefill_step_tokens`,
`token_queue_wait`) are exported but reach no target, and the **arena / expert slab / heat engine /
prefill stager have no metric at all** — that half of every law above is read from the boot ledger,
`/stats` and `/diagnostics`, never from a graph. The boot ledger — the referee for every shape
number here — is in the container log (`podman logs frank-archon`);
`/home/dank/logs/frank_archon.log` is where the serve script redirects `podman run`.
## Files
+18 -15
View File
@@ -1,22 +1,34 @@
// Alloy configuration — ships host and container logs to Loki.
// One instance per host. Deployed to /opt/alloy/config/config.alloy.
//
// Runs as a ROOT system service on Network=host (see
// dankclaw/observability/quadlet/alloy.container), so it reaches Loki on the
// host's loopback and reads every journal — host services and rootless-quadlet
// containers alike.
logging {
level = "info"
}
// The alloy UI service listens on 127.0.0.1:12345 by default; the
// in-container healthcheck probes it there. alloy 1.x refuses to
// configure the ui service from a config block, so there is no block.
// The alloy UI listens on 127.0.0.1:12345; the in-container healthcheck probes
// it there. alloy 1.x refuses to configure the ui service from a config block,
// so there is no ui block.
// Ship logs to Loki (container name on the podman network).
// Loki is published on the host's loopback (127.0.0.1:3100). Alloy shares the
// host network, so it pushes by loopback, never by container name — a root
// container is not on the rootless dankclaw_default network.
loki.write "default" {
endpoint {
url = "http://loki:3100/loki/api/v1/push"
url = "http://127.0.0.1:3100/loki/api/v1/push"
}
}
// Systemd journal from the host socket.
// The systemd journal. As root with /etc/machine-id + the journal dirs mounted,
// this one source reads system.journal AND user-*.journal, so it carries both
// host services and the rootless Quadlet containers' logs. There is deliberately
// no container-file source: podman container stdout lands in the journal, and
// the old /var/lib/containers/.../ctr.log and /var/log/containers globs pointed
// at a root-storage layout that does not exist on this host.
loki.source.journal "journal" {
format_as_json = true
labels = {
@@ -24,12 +36,3 @@ loki.source.journal "journal" {
}
forward_to = [loki.write.default.receiver]
}
// Container logs (podman storage path; adjust for docker).
loki.source.file "containers" {
targets = [
{__path__ = "/var/lib/containers/storage/overlay-containers/*/userdata/ctr.log", job = "podman"},
{__path__ = "/var/log/containers/*.log", job = "containers"},
]
forward_to = [loki.write.default.receiver]
}
@@ -0,0 +1,144 @@
{
"uid": "host-system",
"title": "Hosts \u2014 Dankclaw & Dankserver",
"description": "node_exporter for both servers. Starter set \u2014 throw-at-the-wall breadth; refine the windows and drop the noise. The picker selects the host; CPU/load/memory/filesystem/network are per-node.",
"tags": ["host", "system"],
"timezone": "browser",
"schemaVersion": 39,
"refresh": "30s",
"time": { "from": "now-6h", "to": "now" },
"templating": {
"list": [
{
"name": "node",
"label": "host",
"type": "query",
"datasource": { "type": "prometheus", "uid": "prometheus" },
"query": { "query": "label_values(up{job=~\"node-.*\"}, job)", "refId": "A" },
"includeAll": true,
"multi": true,
"current": { "text": "All", "value": "$__all" }
}
]
},
"panels": [
{
"id": 1, "type": "stat", "title": "Uptime",
"description": "Time since boot. A drop means a reboot.",
"gridPos": { "h": 4, "w": 6, "x": 0, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "s" }, "overrides": [] },
"targets": [{ "expr": "time() - node_boot_time_seconds{job=~\"$node\"}", "legendFormat": "{{job}}", "refId": "A" }]
},
{
"id": 2, "type": "stat", "title": "Memory used",
"description": "1 - MemAvailable/MemTotal. The honest \"in use\" figure (excludes reclaimable cache).",
"gridPos": { "h": 4, "w": 6, "x": 6, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "percentunit", "min": 0, "max": 1, "thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }, { "color": "yellow", "value": 0.8 }, { "color": "red", "value": 0.92 }] } }, "overrides": [] },
"targets": [{ "expr": "1 - node_memory_MemAvailable_bytes{job=~\"$node\"} / node_memory_MemTotal_bytes{job=~\"$node\"}", "legendFormat": "{{job}}", "refId": "A" }]
},
{
"id": 3, "type": "stat", "title": "Load 5m / core",
"description": "Per-core load5. >1 sustained means runnable tasks are queuing behind cores.",
"gridPos": { "h": 4, "w": 6, "x": 12, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short", "thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }, { "color": "yellow", "value": 0.7 }, { "color": "red", "value": 1 }] } }, "overrides": [] },
"targets": [{ "expr": "node_load5{job=~\"$node\"} / count by (job) (node_cpu_seconds_total{job=~\"$node\",mode=\"idle\"})", "legendFormat": "{{job}}", "refId": "A" }]
},
{
"id": 4, "type": "stat", "title": "Open file handles",
"description": "FDs allocated vs the kernel maximum. Rising toward the max precedes EMFILE across the host.",
"gridPos": { "h": 4, "w": 6, "x": 18, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "percentunit", "max": 1, "thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }, { "color": "yellow", "value": 0.7 }, { "color": "red", "value": 0.9 }] } }, "overrides": [] },
"targets": [{ "expr": "node_filefd_allocated{job=~\"$node\"} / node_filefd_maximum{job=~\"$node\"}", "legendFormat": "{{job}}", "refId": "A" }]
},
{
"id": 5, "type": "timeseries", "title": "CPU busy %",
"description": "CPU seconds/s in each mode = cores busy per mode; the stack sums to total cores in use (16/host here). A user or system spike points at what is loading the box; steal > 0 means the hypervisor is throttling.",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 4 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short", "min": 0, "custom": { "fillOpacity": 10, "lineWidth": 1, "stacking": { "mode": "normal" } } }, "overrides": [] },
"targets": [
{ "expr": "sum by (job,mode) (rate(node_cpu_seconds_total{job=~\"$node\",mode!=\"idle\",mode!=\"iowait\"}[5m]))", "legendFormat": "{{job}} {{mode}}", "refId": "A" }
]
},
{
"id": 6, "type": "timeseries", "title": "Load average",
"description": "load1/5/15 per host.",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 4 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short" }, "overrides": [] },
"targets": [
{ "expr": "node_load1{job=~\"$node\"}", "legendFormat": "{{job}} load1", "refId": "A" },
{ "expr": "node_load5{job=~\"$node\"}", "legendFormat": "{{job}} load5", "refId": "B" },
{ "expr": "node_load15{job=~\"$node\"}", "legendFormat": "{{job}} load15", "refId": "C" }
]
},
{
"id": 7, "type": "timeseries", "title": "Memory breakdown",
"description": "Total, free, buffers+cache. Reclaimable cache is not pressure; MemAvailable is the real headroom.",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 12 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "bytes" }, "overrides": [] },
"targets": [
{ "expr": "node_memory_MemTotal_bytes{job=~\"$node\"} - node_memory_MemAvailable_bytes{job=~\"$node\"}", "legendFormat": "{{job}} used", "refId": "A" },
{ "expr": "node_memory_MemAvailable_bytes{job=~\"$node\"}", "legendFormat": "{{job}} available", "refId": "B" }
]
},
{
"id": 8, "type": "timeseries", "title": "Filesystem free %",
"description": "Per mountpoint. The media/library stacks fill disks.",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 12 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "percentunit", "min": 0, "max": 1, "thresholds": { "mode": "absolute", "steps": [{ "color": "red", "value": null }, { "color": "green", "value": 0.15 }] } }, "overrides": [] },
"targets": [
{ "expr": "node_filesystem_avail_bytes{job=~\"$node\",fstype!~\"tmpfs|overlay|squashfs\"} / node_filesystem_size_bytes{job=~\"$node\",fstype!~\"tmpfs|overlay|squashfs\"}", "legendFormat": "{{job}} {{mountpoint}}", "refId": "A" }
]
},
{
"id": 9, "type": "timeseries", "title": "Disk throughput",
"description": "Read/write bytes/s per device.",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 20 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "Bps" }, "overrides": [] },
"targets": [
{ "expr": "sum by (job,device) (rate(node_disk_read_bytes_total{job=~\"$node\"}[5m]))", "legendFormat": "{{job}} {{device}} R", "refId": "A" },
{ "expr": "-sum by (job,device) (rate(node_disk_written_bytes_total{job=~\"$node\"}[5m]))", "legendFormat": "{{job}} {{device}} W", "refId": "B" }
]
},
{
"id": 10, "type": "timeseries", "title": "Disk busy %",
"description": "Fraction of time the device had I/O in flight. Near 1 = the device is the bottleneck.",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 20 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "percentunit", "min": 0, "max": 1 }, "overrides": [] },
"targets": [
{ "expr": "rate(node_disk_io_time_seconds_total{job=~\"$node\"}[5m])", "legendFormat": "{{job}} {{device}}", "refId": "A" }
]
},
{
"id": 11, "type": "timeseries", "title": "Network throughput",
"description": "Receive (up) / transmit (down) bytes/s per interface.",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 28 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "Bps" }, "overrides": [] },
"targets": [
{ "expr": "sum by (job,device) (rate(node_network_receive_bytes_total{job=~\"$node\",device!~\"lo|veth.*|br.*|docker.*\"}[5m]))", "legendFormat": "{{job}} {{device}} RX", "refId": "A" },
{ "expr": "-sum by (job,device) (rate(node_network_transmit_bytes_total{job=~\"$node\",device!~\"lo|veth.*|br.*|docker.*\"}[5m]))", "legendFormat": "{{job}} {{device}} TX", "refId": "B" }
]
},
{
"id": 12, "type": "timeseries", "title": "Network errors / drops",
"description": "Interface errors and drops \u2014 the signature of a saturated link or a bad NIC/cable.",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 28 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "ops" }, "overrides": [] },
"targets": [
{ "expr": "sum by (job,device) (rate(node_network_receive_errs_total{job=~\"$node\"}[5m]))", "legendFormat": "{{job}} {{device}} RX err", "refId": "A" },
{ "expr": "sum by (job,device) (rate(node_network_transmit_errs_total{job=~\"$node\"}[5m]))", "legendFormat": "{{job}} {{device}} TX err", "refId": "B" }
]
}
]
}
@@ -0,0 +1,75 @@
{
"uid": "logs-overview",
"title": "Logs \u2014 Loki (systemd journal)",
"description": "Everything in Loki arrives as the journal (job=systemd-journal); the container is a JSON field parsed at query time, not a stream label. Starter breadth \u2014 the volume/error panels group by the parsed container_name. Loki keeps ~7 days; wide ranges are cheap counts, not the raw log panel.",
"tags": ["logs", "loki"],
"timezone": "browser",
"schemaVersion": 39,
"refresh": "30s",
"time": { "from": "now-1h", "to": "now" },
"templating": {
"list": [
{
"name": "container",
"label": "container",
"type": "query",
"datasource": { "type": "loki", "uid": "loki" },
"query": { "query": "{job=\"systemd-journal\"} | json", "label": "container_name", "refId": "A" },
"includeAll": true,
"multi": true,
"refresh": 2,
"current": { "text": "All", "value": "$__all" }
}
]
},
"panels": [
{
"id": 1, "type": "timeseries", "title": "Log volume by container (lines/s)",
"description": "Parse the journal JSON, count lines per container. Spikes = a chatty or crashing unit.",
"gridPos": { "h": 9, "w": 24, "x": 0, "y": 0 },
"datasource": { "type": "loki", "uid": "loki" },
"fieldConfig": { "defaults": { "unit": "reqps", "custom": { "fillOpacity": 20, "stacking": { "mode": "normal" } } }, "overrides": [] },
"targets": [{ "expr": "sum by (container_name) (count_over_time({job=\"systemd-journal\"} | json [$__auto]))", "legendFormat": "{{container_name}}", "refId": "A" }]
},
{
"id": 2, "type": "timeseries", "title": "Total log rate",
"description": "All journal lines per second.",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 9 },
"datasource": { "type": "loki", "uid": "loki" },
"fieldConfig": { "defaults": { "unit": "reqps" }, "overrides": [] },
"targets": [{ "expr": "sum(count_over_time({job=\"systemd-journal\"} [$__auto]))", "legendFormat": "all lines/s", "refId": "A" }]
},
{
"id": 3, "type": "timeseries", "title": "Error-level line rate",
"description": "Lines matching error/panic/fatal/fail. A blunt text match \u2014 the journal carries no structured level for all units.",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 9 },
"datasource": { "type": "loki", "uid": "loki" },
"fieldConfig": { "defaults": { "unit": "reqps", "color": { "mode": "fixed", "fixedColor": "red" } }, "overrides": [] },
"targets": [{ "expr": "sum(count_over_time({job=\"systemd-journal\"} |~ \"(?i)(error|panic|fatal|fail)\" [$__auto]))", "legendFormat": "error lines/s", "refId": "A" }]
},
{
"id": 4, "type": "timeseries", "title": "Errors by container",
"description": "Which unit is throwing. Rank by the top offenders.",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 17 },
"datasource": { "type": "loki", "uid": "loki" },
"fieldConfig": { "defaults": { "unit": "reqps" }, "overrides": [] },
"targets": [{ "expr": "sum by (container_name) (count_over_time({job=\"systemd-journal\"} |~ \"(?i)(error|panic|fatal)\" | json [$__auto]))", "legendFormat": "{{container_name}}", "refId": "A" }]
},
{
"id": 5, "type": "stat", "title": "Error lines (last 15m)",
"description": "Absolute count over the window, not a rate.",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 17 },
"datasource": { "type": "loki", "uid": "loki" },
"fieldConfig": { "defaults": { "unit": "short", "thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }, { "color": "yellow", "value": 50 }, { "color": "red", "value": 500 }] } }, "overrides": [] },
"targets": [{ "expr": "sum(count_over_time({job=\"systemd-journal\"} |~ \"(?i)(error|panic|fatal)\" [15m]))", "instant": true, "legendFormat": "errors/15m", "refId": "A" }]
},
{
"id": 6, "type": "logs", "title": "Journal (filtered)",
"description": "Raw lines for the selected containers. Set the container picker; keep the window tight.",
"gridPos": { "h": 12, "w": 24, "x": 0, "y": 25 },
"datasource": { "type": "loki", "uid": "loki" },
"options": { "showTime": true, "wrapLogMessage": true, "sortOrder": "Descending", "enableLogDetails": true },
"targets": [{ "expr": "{job=\"systemd-journal\"} | json | container_name=~\"$container\"", "refId": "A" }]
}
]
}
@@ -0,0 +1,96 @@
{
"uid": "observability",
"title": "Observability \u2014 self-monitoring",
"description": "The health of the stack that watches the fleet: Prometheus scrape/TSDB, Loki ingest, Grafana. If this is red the dashboards lie. Note: Alertmanager is running but NOT scraped by Prometheus (no job) \u2014 its metrics are absent by design gap, not fault.",
"tags": ["observability", "meta"],
"timezone": "browser",
"schemaVersion": 39,
"refresh": "30s",
"time": { "from": "now-6h", "to": "now" },
"panels": [
{
"id": 1, "type": "stat", "title": "Targets up",
"gridPos": { "h": 4, "w": 4, "x": 0, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short", "thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] } }, "overrides": [] },
"targets": [{ "expr": "count(up == 1)", "instant": true, "refId": "A" }]
},
{
"id": 2, "type": "stat", "title": "Targets down",
"description": "Known structural downs: comfyui (no metrics endpoint), gitea (metrics off), and the homepage 'services' probes. Real regressions ride up from here too \u2014 check the table before dismissing.",
"gridPos": { "h": 4, "w": 4, "x": 4, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short", "thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }, { "color": "red", "value": 1 }] } }, "overrides": [] },
"targets": [{ "expr": "count(up == 0)", "instant": true, "refId": "A" }]
},
{
"id": 3, "type": "stat", "title": "TSDB head series",
"description": "Active series in memory. A jump = a new exporter or a label-cardinality leak.",
"gridPos": { "h": 4, "w": 5, "x": 8, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short" }, "overrides": [] },
"targets": [{ "expr": "prometheus_tsdb_head_series", "instant": true, "refId": "A" }]
},
{
"id": 4, "type": "stat", "title": "Discovered targets",
"gridPos": { "h": 4, "w": 5, "x": 13, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short" }, "overrides": [] },
"targets": [{ "expr": "sum(prometheus_sd_discovered_targets)", "instant": true, "refId": "A" }]
},
{
"id": 5, "type": "stat", "title": "Prometheus mem",
"gridPos": { "h": 4, "w": 3, "x": 18, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "bytes" }, "overrides": [] },
"targets": [{ "expr": "process_resident_memory_bytes{job=\"prometheus\"}", "instant": true, "refId": "A" }]
},
{
"id": 6, "type": "stat", "title": "Grafana up",
"gridPos": { "h": 4, "w": 3, "x": 21, "y": 0 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "mappings": [{ "type": "value", "options": { "1": { "text": "UP", "color": "green" }, "0": { "text": "DOWN", "color": "red" } } }], "thresholds": { "mode": "absolute", "steps": [{ "color": "red", "value": null }, { "color": "green", "value": 1 }] } }, "overrides": [] },
"targets": [{ "expr": "up{job=\"grafana\"}", "instant": true, "refId": "A" }]
},
{
"id": 7, "type": "table", "title": "Target health",
"description": "Every scrape target and its current up. Sort by Value to surface regressions.",
"gridPos": { "h": 9, "w": 12, "x": 0, "y": 4 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"options": { "sortBy": [{ "displayName": "Value", "sortOrder": "Asc" }] },
"targets": [{ "expr": "up", "format": "table", "instant": true, "refId": "A" }]
},
{
"id": 8, "type": "timeseries", "title": "Scrape interval drift (p99 actual)",
"description": "Actual seconds between scrapes (summary quantile). Above the 15s scrape_interval = Prometheus is falling behind its own cadence (slow endpoints or overload).",
"gridPos": { "h": 9, "w": 12, "x": 12, "y": 4 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "s" }, "overrides": [] },
"targets": [{ "expr": "prometheus_target_interval_length_seconds{quantile=\"0.99\"}", "legendFormat": "{{instance}}", "refId": "A" }]
},
{
"id": 9, "type": "timeseries", "title": "Scrape samples/s",
"description": "Total samples ingested across all jobs.",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 13 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "short" }, "overrides": [] },
"targets": [{ "expr": "sum(rate(scrape_samples_scraped[5m]))", "legendFormat": "samples/s", "refId": "A" }]
},
{
"id": 10, "type": "timeseries", "title": "Loki request rate",
"description": "Loki served requests/s (push, query). A drop to zero means ingest or query has stopped.",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 13 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "reqps" }, "overrides": [] },
"targets": [{ "expr": "sum by (route) (rate(loki_request_duration_seconds_count[5m]))", "legendFormat": "{{route}}", "refId": "A" }]
},
{
"id": 11, "type": "timeseries", "title": "Exporter process CPU",
"description": "CPU by monitored process \u2014 spot a runaway exporter or the Prometheus process itself.",
"gridPos": { "h": 8, "w": 24, "x": 0, "y": 21 },
"datasource": { "type": "prometheus", "uid": "prometheus" },
"fieldConfig": { "defaults": { "unit": "percentunit" }, "overrides": [] },
"targets": [{ "expr": "sum by (job) (rate(process_cpu_seconds_total[5m]))", "legendFormat": "{{job}}", "refId": "A" }]
}
]
}
@@ -0,0 +1,17 @@
# Grafana datasource for Loki, declared in git rather than clicked into
# grafana.db — same reason as the Prometheus datasource: a UI-configured
# datasource is invisible to review, lost with the data volume, and unknown
# to the repository. Loki OSS ships no web UI of its own, so Explore through
# this datasource is the only way a human reads the log store.
#
# URL is the container name on dankclaw_default (the same address Caddy
# proxies to), not the published loopback port.
apiVersion: 1
datasources:
- name: Loki
uid: loki
type: loki
access: proxy
url: http://loki:3100
editable: false
+93 -9
View File
@@ -1,10 +1,15 @@
# Alerting and recording rules for the LLM fleet.
#
# One metric namespace: llamacpp:* — frank-zealot and frank-dragoon, both
# llama.cpp with /metrics (the family verified from /metrics on 2026-09-16
# and 2026-09-20). frank-archon LEFT the family 2026-10-05: FreeToken (the
# PR587 ROCm engine) has no /metrics endpoint, so its scrape job was
# deleted rather than left never-green.
# Two metric namespaces, because two runtime families are scraped:
#
# * llamacpp:* — frank-zealot (llama.cpp) and frank-dragoon (halogen, which
# re-exports the llama.cpp metric names). Verified from /metrics on
# 2026-09-16 / 2026-09-20.
# * vllm:* — frank-archon, the radiance engine on Dankserver since
# 2026-10-05. It exports vLLM-compatible names, a DIFFERENT namespace, so
# it is a separate scrape job in prometheus.yml and the rules below are a
# separate group. (The old claim that its scrape job was deleted is false:
# it re-joined the day it left the FreeToken engine and is `up` today.)
# (The netavark published-port quirk that forces the Dankclaw endpoints
# onto the gateway is same-host only.)
#
@@ -22,7 +27,8 @@
# cached by cached + prompt.
# * Speculative decoding: drafts and accepted tokens are both counters,
# so LlmSpecDecodeOff watches the pair.
# * No latency histograms exist, so there is no p95 alert.
# * No latency histograms in llama.cpp, so no p95 alert there; radiance's
# vllm:* namespace DOES export one, so the vllm-fleet group alerts on it.
#
# IMPORTANT: delivery. Since 2026-09-17 a firing alert reaches Frank on
# Signal: Prometheus pushes to Alertmanager (dankclaw/observability/quadlet/
@@ -112,6 +118,84 @@ groups:
description: >-
Prometheus cannot reach the LLM endpoint. frank-zealot and
frank-dragoon are root units on Dankclaw: `systemctl is-active
frank-zealot` / `frank-dragoon`. Both scraped endpoints export
the llamacpp:* family. (frank-archon left the scrape set
2026-10-05 — FreeToken exports no /metrics.)
frank-zealot` / `frank-dragoon` (both export llamacpp:* —
dragoon via halogen's llama.cpp-compatible names). frank-archon
is a radiance endpoint on Dankserver (`systemctl show
frank-archon` there) exporting the vllm:* family; the
`frank-.*` selector covers all three regardless of namespace.
# frank-archon (radiance) exports the vLLM-compatible namespace, NOT
# llamacpp:*. Every rule here is keyed to a series the exporter actually
# emits (verified from /metrics 2026-10-20: num_requests_waiting,
# gpu_prefix_cache_hit_rate, num_preemptions_total, prompt_tokens_total,
# time_to_first_token_seconds). The llamacpp rules above evaluate nothing for
# this job and these evaluate nothing for llama.cpp/halogen — two clean
# namespaces, each keyed only to what its runtime exports.
- name: vllm-fleet
interval: 30s
rules:
# p95 time-to-first-token, shared with the dashboard. When the endpoint
# is idle every bucket rate is zero, histogram_quantile yields NaN, and
# neither this nor the alert below can fire on an idle engine.
- record: job:vllm_ttft_p95:rate5m
expr: |
histogram_quantile(0.95, sum by (job, le)
(rate(vllm:time_to_first_token_seconds_bucket[5m])))
# Radiance exports a real queue-depth gauge (llama.cpp only shows the
# wall as requests_deferred). --max-num-seqs is small, so a sustained
# wait is either real load or this endpoint carrying the fleet alone.
- alert: VllmRequestsQueueing
expr: vllm:num_requests_waiting > 0
for: 10m
labels:
severity: warning
annotations:
summary: "{{ $labels.job }}: requests waiting for 10 minutes"
description: >-
The radiance scheduler has requests queued. Either the fleet is
genuinely busy or this endpoint is carrying it alone.
# Radiance reports prefix reuse directly as a hit-rate gauge — no
# counter division needed. The token-rate floor keeps an idle engine
# (hit rate 0 with no traffic) from firing.
- alert: VllmPrefixCacheCollapse
expr: >-
vllm:gpu_prefix_cache_hit_rate < 0.20
and rate(vllm:prompt_tokens_total[5m]) > 0.05
for: 15m
labels:
severity: info
annotations:
summary: "{{ $labels.job }}: prefix hit rate below 20 % for 15 minutes"
description: >-
Nearly every request prefilling from scratch. With several large
contexts in flight this is the capacity wall, not a routing fault.
# Preemption is the KV-thrash signature radiance reports that llama.cpp
# cannot: the engine evicts a running request to admit another. Any
# sustained rate means the KV cache cannot hold the concurrency in flight.
- alert: VllmPreempting
expr: rate(vllm:num_preemptions_total[5m]) > 0
for: 5m
labels:
severity: warning
annotations:
summary: "{{ $labels.job }}: engine preempting requests"
description: >-
The engine is evicting running requests to admit new ones — the KV
cache is undersized for the concurrency in flight.
# p95 first-token latency, kept HIGH on purpose: a large-prompt prefill
# legitimately spends many seconds before token 1, so this fires only on
# a wedged scheduler or a queue backed up behind one request.
- alert: VllmTtftSlow
expr: job:vllm_ttft_p95:rate5m > 120
for: 10m
labels:
severity: warning
annotations:
summary: "{{ $labels.job }}: p95 time-to-first-token over 120 s"
description: >-
First-token latency is pathological, not an honest big prefill.
Likely a wedged scheduler or one request stalling the queue.
+6 -8
View File
@@ -240,14 +240,12 @@ CADDYFILE="$REPO_ROOT/dankclaw/Caddyfile"
}
@test "alloy's UI address comes from the unit, not the config file" {
# alloy 1.x refuses to configure the ui service from a config block
# ("service ui does not support being configured"), so the unit moves the
# UI off the container's loopback with a command-line flag. Without that
# flag the port cannot be published and the service has no reachable
# health endpoint at all — which is why the homepage status card for
# alloy read "down" while it ran under compose.
# alloy 1.x refuses to configure the ui service from a config block, so the
# unit sets the UI address on the command line. As a Network=host root unit
# that address is the host loopback directly (no PublishPort) — reachable
# from the host, from nothing off-host.
! grep -qE '^(ui|server) \{' "$REPO_ROOT/shared/alloy/config.alloy"
local unit="$REPO_ROOT/dankclaw/observability/quadlet/alloy.container"
grep -q -- '--server.http.listen-addr=0.0.0.0:12345' "$unit"
grep -q '^PublishPort=127.0.0.1:12345:12345$' "$unit"
grep -q -- '--server.http.listen-addr=127.0.0.1:12345' "$unit"
! grep -q '^PublishPort=' "$unit"
}
+8 -2
View File
@@ -29,8 +29,14 @@ export default defineConfig({
// green suite with a test that does not exist. 17- joined on 2026-09-16
// (the hermes vhost, whose upstream is a host address rather than a
// container name, so it needs its own pass condition). 18- joined on
// 2026-09-24 (OpenWebUI SSO through authentik).
testMatch: /(10|12|13|16|17|18)-.*\.spec\.ts/,
// 2026-09-24 (OpenWebUI SSO through authentik). 20- joined on 2026-10-21
// (Grafana's OAuth2 relying-party login, which the edge-only 13- never
// follows). 21- joined 2026-10-21 (the open-notebook vhost, deployed
// 2026-10-19 - the newest guarded app, in neither GUARDED list nor any
// spec until now: the 17-hermes "uncovered vhost broke silently" class).
// 22- joins Prometheus's app-is-really-there proof (its own API), closing
// the "not a login wall but maybe a 404" hole 20- closed for Grafana.
testMatch: /(10|12|13|16|17|18|20|21|22)-.*\.spec\.ts/,
use: { storageState: ".auth/qa-e2e.json" },
dependencies: ["setup"],
},
+2 -1
View File
@@ -15,7 +15,7 @@ const BASE = "https://www.franksdank.cloud";
// Every vhost that Caddy routes through anubis:8923 (see dankclaw/Caddyfile).
// Keep this list in lockstep with the Caddyfile: a new guarded vhost must be
// added here or the guard-chain audit is incomplete.
const GUARDED = ["www", "search", "romm", "files", "seerr", "grafana", "prometheus", "loki"];
const GUARDED = ["www", "search", "romm", "files", "seerr", "grafana", "prometheus", "loki", "notebook"];
// Markers that prove app content leaked past the guard to an anonymous user.
const LEAK_MARKERS: Record<string, string[]> = {
@@ -25,6 +25,7 @@ const LEAK_MARKERS: Record<string, string[]> = {
"seerr.franksdank.cloud": ["Request Movie"],
"grafana.franksdank.cloud": ["Dashboards"],
"prometheus.franksdank.cloud": ["Expression Browser", "Graph"],
"notebook.franksdank.cloud": ["Open Notebook"],
};
test("homepage root (/) is guarded for unauthenticated users", async ({ page }) => {
+56
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@@ -0,0 +1,56 @@
import { expect, test } from "@playwright/test";
// Grafana (grafana.franksdank.cloud) is an OAuth2 RELYING PARTY, not an
// outpost-fronted proxy: the guard chain (13-sso) only proves an authenticated
// session reaches Grafana's login page. The login itself happens through
// Grafana's own "Sign in with Authentik" button, which the edge test never
// follows — that is exactly how the RP login could be dead (500 on authorize,
// or an email-claim gap bouncing back to /login) while 13- still passed green.
// This spec drives the real RP round-trip and asserts a live Grafana session.
const HOST = "grafana.franksdank.cloud";
const CHALLENGE = "Making sure you're not a bot";
test("SSO: Grafana relying-party login lands a real session", async ({ page, request }) => {
test.setTimeout(180_000);
// Warm the guard: the vhost runs its own Anubis proof-of-work on first visit.
await page.goto(`https://${HOST}/`);
await expect
.poll(
async () => !(await page.locator("body").innerText()).includes(CHALLENGE),
{ timeout: 90_000 },
)
.toBe(true);
// The "Sign in with Authentik" button targets this RP start URL exactly.
// Going straight there is the same code path without depending on the SPA's
// button markup.
await page.goto(`https://${HOST}/login/generic_oauth`);
// The chain: grafana -> auth (implicit consent, the session is already
// there) -> back to grafana with the code -> grafana provisions the user and
// redirects to "/". A dead provider/claims config bounces back to /login.
await expect
.poll(
async () => {
const u = new URL(page.url());
return u.hostname === HOST && u.pathname !== "/login";
},
{ timeout: 90_000 },
)
.toBe(true);
const body = await page.locator("body").innerText();
expect(body).not.toContain("Login failed");
expect(body.toLowerCase()).not.toContain("powered by authentik"); // IdP flow shell
expect(body).not.toContain(CHALLENGE);
// A genuine logged-in session exists: /api/user answers 200 with an email,
// not 401. This is the assertion the edge-only spec could never make.
const resp = await page.request.get(`https://${HOST}/api/user`);
expect(resp.status()).toBe(200);
const user = await resp.json();
expect(typeof user.email).toBe("string");
expect(user.email.length).toBeGreaterThan(0);
});
+52
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@@ -0,0 +1,52 @@
import { expect, test } from "@playwright/test";
// open-notebook (notebook.franksdank.cloud), deployed 2026-10-19, is a guarded
// vhost whose outpost (notebook-proxy) fronts an app with its OWN password
// login - the same shape as hermes (17-) and OpenWebUI (18-): the guard chain
// (Anubis PoW -> authentik outpost) must hand off to the app, and the app's own
// login page is the expected landing. Until now this host appeared in neither
// the 13-/14- GUARDED lists nor any dedicated spec, so a broken upstream would
// have stayed invisible - the exact 17-hermes "uncovered vhost" failure class.
// 14- now covers the unauthenticated gate; this spec owns authenticated
// reachability with a POSITIVE app marker, not just "not a login wall".
const VHOST = "https://notebook.franksdank.cloud/";
const CHALLENGE = "Making sure you're not a bot";
test("notebook vhost reaches the open-notebook app through the guard chain", async ({ page }) => {
test.setTimeout(180_000);
await page.goto(VHOST);
// The Anubis proof-of-work clears in a real browser and the outpost hands off
// to the app; the user must never be parked on an authentik flow.
await expect
.poll(async () => !(await page.locator("body").innerText()).includes(CHALLENGE), { timeout: 90_000 })
.toBe(true);
await expect
.poll(() => new URL(page.url()).hostname, { timeout: 60_000 })
.toBe("notebook.franksdank.cloud");
expect(
new URL(page.url()).pathname.startsWith("/if/"),
"must not be parked on an authentik flow",
).toBe(false);
expect(
await page.locator('input[name="uidField"]').count(),
"must not show the authentik login form",
).toBe(0);
// Positive identity: the page really is open-notebook's own login, not a
// Caddy error or the IdP shell. The app answering its own login is the pass.
await expect(page, "destination title must be Open Notebook").toHaveTitle(/open notebook/i, {
timeout: 30_000,
});
await expect(page.locator("body"), "open-notebook login marker").toContainText(
/enter your password/i,
{ timeout: 30_000 },
);
const body = await page.locator("body").innerText();
expect(body, "must not leak the IdP flow shell").not.toContain("Powered by authentik");
expect(body, "must not be a Caddy upstream error").not.toContain("Bad Gateway");
const resp = await page.request.get(VHOST);
expect(resp.status(), "open-notebook must answer, not error").toBeLessThan(500);
});
+33
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@@ -0,0 +1,33 @@
import { expect, test } from "@playwright/test";
// Prometheus (prometheus.franksdank.cloud) sits behind the same embedded outpost
// as Grafana. 13-sso and 11-admin only ever assert it is "not a login wall and
// under 500" - which a Prometheus serving a 404 or a blank page would ALSO pass.
// This is the app-is-really-there proof 20- provides for Grafana: with the
// standard session the outpost hands off silently to the Prometheus UI, and the
// app's own API answers success. A guard-route or upstream regression that lets
// any non-Prometheus answer through fails here.
test("SSO: Prometheus app answers its own API through authentik", async ({ page, request }) => {
test.setTimeout(180_000);
await page.goto("https://prometheus.franksdank.cloud/");
// Challenge clears, outpost hands off silently to the app (no credential prompt).
await expect
.poll(
async () => !(await page.locator("body").innerText()).includes("Making sure you're not a bot"),
{ timeout: 90_000 },
)
.toBe(true);
await expect
.poll(() => new URL(page.url()).hostname, { timeout: 60_000 })
.toBe("prometheus.franksdank.cloud");
expect(await page.locator('input[name="uidField"]').count(), "no authentik form").toBe(0);
await expect(page, "must land on the Prometheus UI").toHaveTitle(/prometheus/i, { timeout: 30_000 });
// Load-bearing assertion: the Prometheus API itself answers, authenticated,
// through the outpost. An IdP bounce, a 404, or a raw upstream error fails here.
const api = await request.get("https://prometheus.franksdank.cloud/api/v1/status/buildinfo");
expect(api.status(), "Prometheus API must answer 200 through the guard").toBe(200);
expect((await api.json()).status, "Prometheus API must report success").toBe("success");
});
+7 -4
View File
@@ -145,7 +145,7 @@ nosudo_bin() {
# (torch.compile query_start_loc constraint, 2026-10-02); radiance booted
# seqs 2 in the fp8-native era and the 2026-10-06 sweep had seqs 2 and 3
# tied inside the +-3% noise floor — slots buy concurrency, not speed.
grep -q '^FRANK_ARCHON_MAX_SEQS=2$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_MAX_SEQS=4$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_TP=2$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_TP_WIRE=wht6$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_SPEC_TOKENS=2$' "$ENV_FILE"
@@ -158,7 +158,7 @@ nosudo_bin() {
# so the pool's token count is a boot-ledger line — verified live by the
# capacity leg of scripts/probe-frank-archon-kv.py at every cutover.
grep -q '^FRANK_ARCHON_PLACEMENT=expert_tiered$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_HOST_POOL_MIB=44928$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_HOST_POOL_MIB=49152$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_KV_DTYPE=fp8$' "$ENV_FILE"
grep -q '^FRANK_ARCHON_NGRAM_PLACEMENT=ram$' "$ENV_FILE"
# Prefix cache: pinned host RAM only (the disk tier was removed), and the
@@ -177,8 +177,11 @@ nosudo_bin() {
[ "$ttmt" -gt "$ttmm" ]
pool=$(awk -F= '/^FRANK_ARCHON_HOST_POOL_MIB=/{print $2}' "$ENV_FILE")
ph=$(awk -F= '/^FRANK_ARCHON_PREFIX_CACHE_MIB=/{print $2}' "$ENV_FILE")
# 2 pools + PLE 47.7 GiB (48,824 MiB) + prefix host, rounded up.
ledger=$(( 2 * pool + 48824 + ph + 2048 ))
# 2 pools + PLE 47.7 GiB (48,824 MiB) + prefix host + MNBT + the auto
# checkpoint store (MAX_SEQS x 10 slots of 112 MiB -- the store is pinned host
# memory too, and it grows with the slot count).
seqs=$(awk -F= '/^FRANK_ARCHON_MAX_SEQS=/{print $2}' "$ENV_FILE")
ledger=$(( 2 * pool + 48824 + ph + 2048 + seqs * 10 * 112 ))
[ "$ttmm" -ge "$ledger" ]
# The .rad size floor is positive (a truncated convert must fail fast).
grep -q '^FRANK_ARCHON_RAD_MIN_MIB=' "$ENV_FILE"
+90 -45
View File
@@ -41,13 +41,17 @@ service_section() {
}
@test "every observability unit is boot-persistent" {
# Generated units cannot be enabled on this host's podman 5.x v1 quadlet
# generator; [Install] + linger is the entire boot-persistence story.
# Generated units cannot be enabled on this host's podman quadlet generator;
# [Install] + linger is the boot-persistence story for the rootless five.
# Alloy is a ROOT system unit, so its [Install] targets multi-user.target.
local svc
for svc in "${UNITS[@]}"; do
[[ "$svc" == alloy ]] && continue
grep -q '^WantedBy=default.target$' "$UNIT_DIR/$svc.container" \
|| { echo "$svc is not boot-persistent"; return 1; }
done
grep -q '^WantedBy=multi-user.target$' "$UNIT_DIR/alloy.container" \
|| { echo "alloy (root unit) is not boot-persistent"; return 1; }
}
@test "every observability unit is self-healing" {
@@ -140,15 +144,20 @@ service_section() {
grep -q 'reverse_proxy prometheus:9090' "$REPO_ROOT/dankclaw/Caddyfile"
grep -q 'reverse_proxy loki:3100' "$REPO_ROOT/dankclaw/Caddyfile"
local svc
for svc in prometheus grafana loki alloy; do
for svc in prometheus grafana loki; do
grep -q "^ContainerName=$svc$" "$UNIT_DIR/$svc.container" \
|| { echo "$svc unit renames its container"; return 1; }
grep -q '^Network=dankclaw_default$' "$UNIT_DIR/$svc.container" \
|| { echo "$svc is not on the network Caddy and its peers use"; return 1; }
done
# Alloy is not on that network: it is a root container on Network=host, the
# only way to reach Loki's 127.0.0.1:3100 publish from outside a bridge.
grep -q '^ContainerName=alloy$' "$UNIT_DIR/alloy.container"
grep -q '^Network=host$' "$UNIT_DIR/alloy.container" \
|| { echo "alloy must be Network=host to reach Loki on the host loopback"; return 1; }
grep -q '"grafana:3000"' "$REPO_ROOT/shared/prometheus/prometheus.yml"
grep -q '"loki:3100"' "$REPO_ROOT/shared/prometheus/prometheus.yml"
grep -q 'url = "http://loki:3100/loki/api/v1/push"' "$REPO_ROOT/shared/alloy/config.alloy"
grep -q 'url = "http://127.0.0.1:3100/loki/api/v1/push"' "$REPO_ROOT/shared/alloy/config.alloy"
}
@test "every observability unit has a health check" {
@@ -239,12 +248,14 @@ service_section() {
}
@test "startup order follows the data dependencies" {
# Grafana is useless without Prometheus and Alloy drops logs without Loki;
# both pairs are expressed as systemd ordering, not launch luck.
# Grafana is useless without Prometheus (both rootless, same manager). Alloy
# used to order on loki.service; as a ROOT unit it lives on the SYSTEM
# manager and cannot order against a rootless user unit, so it depends only
# on the network and retries its push until Loki answers.
grep -q 'After=network-online.target prometheus.service' "$UNIT_DIR/grafana.container"
grep -q 'Wants=network-online.target prometheus.service' "$UNIT_DIR/grafana.container"
grep -q 'After=network-online.target loki.service' "$UNIT_DIR/alloy.container"
grep -q 'Wants=network-online.target loki.service' "$UNIT_DIR/alloy.container"
grep -q '^After=network-online.target$' "$UNIT_DIR/alloy.container"
! grep -q 'loki.service' "$UNIT_DIR/alloy.container"
}
@test "the deployer installs, restarts and health-checks each unit" {
@@ -281,6 +292,24 @@ PAIRS
grep -q 'build_compose_image alloy' "$REMOTE_DEPLOY"
}
@test "alloy is a root host-network unit that reads every journal" {
# The whole point of the root cutover: a rootless container cannot open the
# 0640 journal files. Pin the properties that make the pipeline carry data.
local u="$UNIT_DIR/alloy.container"
grep -q '^Network=host$' "$u"
grep -q '^Volume=/etc/machine-id:/etc/machine-id:ro$' "$u" \
|| { echo "alloy missing the load-bearing machine-id mount"; return 1; }
grep -q '^Volume=/var/log/journal:/var/log/journal:ro$' "$u"
grep -q '^Volume=/run/log/journal:/run/log/journal:ro$' "$u"
grep -q -- '--server.http.listen-addr=127.0.0.1:12345' "$u"
# Deployer: system install + root image mirror, not the user quadlet loop.
grep -q '^deploy_alloy() {' "$REMOTE_DEPLOY"
grep -q 'install_system_quadlet dankclaw/observability/quadlet alloy' "$REMOTE_DEPLOY"
grep -q '/etc/containers/systemd/' "$REMOTE_DEPLOY"
grep -q 'mirror_image_to_root localhost/franksdank/alloy:latest' "$REMOTE_DEPLOY"
grep -q 'alloy) deploy_alloy ;;' "$REMOTE_DEPLOY"
}
@test "no dankclaw compose file competes with the quadlet units" {
# Two owners for one container name is how a compose run resurrects a
# stale duplicate next to the quadlet-managed one. This file was retired on
@@ -313,33 +342,33 @@ PAIRS
done
}
@test "prometheus scrapes every LLM endpoint that exports metrics" {
# The LLM endpoints are the services whose behaviour this fleet argues about
# most (KV pressure, prefix-cache reuse, queue depth). Both Dankclaw
# endpoints export the llamacpp:* family. frank-archon LEFT the set
# 2026-10-05: the FreeToken PR587 ROCm engine has NO /metrics endpoint —
# scraping it was a structural never-green (404), so the job was deleted
# rather than left vacuous (the Lucebox DS4.1 precedent, 2026-09-26).
# The two Dankclaw endpoints are HOST processes reached through
# host.containers.internal: this Prometheus is a bridge-networked
# container, and on this netavark host a container can only reach the
# host's LAN IP at a PUBLISHED port — a host-process bind like
# llama-server's 0.0.0.0:7770 is refused at 192.168.0.143:7770 while it
# answers at 169.254.1.2:7770 (why frank-zealot stayed red by construction
# for days until the 2026-09-20 /targets audit).
@test "prometheus scrapes every LLM endpoint, in its real metric namespace" {
# Every LLM endpoint that exports /metrics must have a scrape job. As of
# 2026-10-05 there are TWO runtime namespaces scraped:
# * llamacpp:* — frank-zealot (llama.cpp) and frank-dragoon (halogen,
# re-exporting the llama.cpp names), both root host processes on
# Dankclaw reached via host.containers.internal — this Prometheus is a
# bridge container and a host-process bind is refused at the LAN IP,
# which is why frank-zealot read red by construction for days.
# * vllm:* — frank-archon (radiance) on Dankserver, a different machine,
# so plain LAN routing reaches 192.168.0.235:7770. It RE-JOINED the
# scrape set with radiance; the old "job deleted, exports no /metrics"
# note belonged to the retired FreeToken engine and is false today, so
# this seam now asserts archon IS scraped (a bare `! grep` here was
# set -e-exempt and never enforced the opposite).
local cfg="$REPO_ROOT/shared/prometheus/prometheus.yml"
grep -q '"host.containers.internal:7771"' "$cfg" || { echo "frank-zealot not scraped"; return 1; }
grep -q '"host.containers.internal:7770"' "$cfg" || { echo "frank-dragoon not scraped"; return 1; }
! grep -q '"192.168.0.235:7770"' "$cfg"
grep -q '"host.containers.internal:7770,192.168.0.235:7770"' "$cfg" \
&& { echo "frank-archon folded into a Dankclaw gateway target"; return 1; }
for job in frank-zealot frank-dragoon; do
grep -q '"192.168.0.235:7770"' "$cfg" || { echo "frank-archon not scraped"; return 1; }
for job in frank-zealot frank-dragoon frank-archon; do
grep -q "job_name: \"$job\"" "$cfg" || { echo "no scrape job for $job"; return 1; }
done
! grep -q 'job_name: "frank-archon"' "$cfg"
# None of them is reached through a guarded vhost: Prometheus cannot solve
# an Anubis challenge, so a franksdank.cloud target is red by construction.
! grep -qE '^\s*-\s*"?https?://[^"]*franksdank' "$cfg"
# No LLM endpoint is reached through a guarded vhost: Prometheus cannot
# solve an Anubis challenge, so a franksdank.cloud target is red by
# construction.
grep -qE '^[[:space:]]*-[[:space:]]*"?https?://[^"]*franksdank' "$cfg" \
&& { echo "a scrape target points at a guarded vhost"; return 1; }
true
}
@test "grafana provisioning is declared in git and installed by the deployer" {
@@ -378,28 +407,44 @@ names = [r.get('alert') or r.get('record') for g in d['groups'] for r in g['rule
for want in ('job:llm_prefix_cache_reuse:rate5m',
'job:llm_spec_accept_length:rate5m',
'LlmRequestsQueueing', 'LlmPrefixCacheCollapse',
'LlmSpecDecodeOff', 'LlmEndpointDown'):
'LlmSpecDecodeOff', 'LlmEndpointDown',
'job:vllm_ttft_p95:rate5m', 'VllmRequestsQueueing',
'VllmPrefixCacheCollapse', 'VllmPreempting', 'VllmTtftSlow'):
assert want in names, want
# Every rule must be keyed to a series that actually exists. A rule naming a
# series nobody exports evaluates nothing forever and errors never — the
# failure this seam exists for. Since the 2026-09-26 cutover the only scraped
# LLM runtime is llama.cpp (frank-zealot, frank-dragoon); the vllm: family left
# with frank-medium's radiance runtime and must not survive in any expr.
# failure this seam exists for. Two runtimes are scraped in two namespaces:
# llama.cpp/halogen (llamacpp:*) for frank-zealot and frank-dragoon, and
# radiance (vllm:*) for frank-archon. Both families were read straight off the
# endpoints' /metrics; anything else is a guess.
exprs = [r.get('expr', '') for g in d['groups'] for r in g['rules']]
# llama.cpp families measured from /metrics on 2026-09-16 and 2026-09-20
# (frank-zealot, frank-dragoon). Anything else is a guess.
live = {'llamacpp:prompt_tokens_total', 'llamacpp:prompt_tokens_cached_total',
'llamacpp:requests_deferred', 'llamacpp:requests_processing',
'llamacpp:spec_decode_num_drafts_total',
'llamacpp:spec_decode_num_accepted_tokens_total',
'llamacpp:spec_decode_num_draft_tokens_total',
'llamacpp:tokens_predicted_total',
'llamacpp:predicted_tokens_seconds', 'llamacpp:prompt_tokens_seconds',
'llamacpp:n_decode_total', 'llamacpp:n_busy_slots_per_decode'}
live = {
# llama.cpp / halogen, measured from /metrics 2026-09-16 and 2026-09-20.
'llamacpp:prompt_tokens_total', 'llamacpp:prompt_tokens_cached_total',
'llamacpp:requests_deferred', 'llamacpp:requests_processing',
'llamacpp:spec_decode_num_drafts_total',
'llamacpp:spec_decode_num_accepted_tokens_total',
'llamacpp:spec_decode_num_draft_tokens_total',
'llamacpp:tokens_predicted_total',
'llamacpp:predicted_tokens_seconds', 'llamacpp:prompt_tokens_seconds',
'llamacpp:n_decode_total', 'llamacpp:n_busy_slots_per_decode',
# radiance (frank-archon), measured from /metrics 2026-10-20.
'vllm:num_requests_waiting', 'vllm:gpu_prefix_cache_hit_rate',
'vllm:num_preemptions_total', 'vllm:prompt_tokens_total',
'vllm:time_to_first_token_seconds_bucket',
}
used = {m for e in exprs
for m in re.findall(r'(?:llamacpp|vllm):[a-z_0-9]+', e)}
assert used <= live, used - live
assert not any(':vllm' in e for e in exprs), 'vllm: series in rules but no vllm endpoint is scraped'
# The two namespaces must not bleed across groups: a llamacpp: selector
# evaluates nothing for the radiance job and vice versa, so each group may
# reference only its own family.
per = {g['name']: {m.split(':')[0] for r in g['rules']
for m in re.findall(r'(?:llamacpp|vllm):[a-z_0-9]+', r.get('expr', ''))}
for g in d['groups']}
for name, fams in per.items():
allowed = {'llamacpp'} if name == 'llm-fleet' else {'vllm'}
assert fams <= allowed, (name, fams)
print('rules ok:', len(names))
"
# A rule file that nothing loads evaluates nothing, and Prometheus reports