Homelab Dashboards

Four dashboards, one domain, one process, one SQLite file:

Page	What it answers	Source
/	Is anything wrong, and which dashboard do I need?	all four, in one request (/api/summary)
/system	What are my machines doing — CPU, memory, disk, GPU, network, and the history of all of it	agent/host_agent.py, our own stdlib agent per host
/disks	Are any of my physical disks failing, and which one — health, temperature, power-on hours, wear, sector alarms	the same agents, running smartctl -i -A -H per whole drive (never a partition or a mount)
/llm	Tokens/sec, active sessions, queue depth, KV-cache pressure, latency percentiles	llama.cpp-family (gufo) /metrics + /slots, vLLM /metrics — read-only
/ups	Battery health, runtime left, power events, and battery-test buttons	NUT upsd, on whatever port it really listens on (its own wire-protocol client)

No Prometheus, no Grafana, no CDN, no build step. Nothing is fetched from the internet at runtime; every asset is served by this app.

Two more pages are not dashboards: /login (the one thing an anonymous visitor sees) and /settings — ⚙ Account in the masthead of every dashboard — which shows this browser's session, signs it out, and changes the admin password.

Working on this repo? AGENTS.md holds the invariants (read-only by construction, never invent a number, unconfigured ≠ broken), the locked decisions, the real fleet facts, and the known gaps.

Quickstart

uv sync --python 3.14                       # deps + the package, editable
cp .env.example .env                        # then edit — including DASH_ADMIN_PASSWORD
uv run dashboards                           # http://127.0.0.1:8090
uv run uvicorn dashboards.app:app --port 8090   # equivalent
uv run pytest                               # unit tests, no network needed

The first start needs a password to seed: with no DASH_ADMIN_PASSWORD and no verifier stored in DASH_DB yet, the process prints the reason and exits non-zero rather than serving the fleet open (see Signing in). The dev password this project uses locally is testpass; production gets a real one. The first thing a browser meets is /login — every page and every /api route except the four listed under What the session covers asks for it, while /api/health stays open for the container healthcheck and ./scripts/dev-server.sh status.

Developing against the real fleet from a laptop — dev dials exactly the addresses the deployed dashboard dials, so there is nothing to tunnel and no port to forward:

cp .env.dev.example .env.dev                # your host addresses + agent tokens (chmod 0600)
sudo deploy/install-agent.sh --bind <addr> --port 9120
                                            # once per monitored host: the agent as a systemd
                                            # service, printing its bearer token exactly once
set -a; . ./.env.dev; set +a
uv run dashboards                           # foreground
./scripts/dev-server.sh restart             # or backgrounded, with a pidfile + logs

Local dev signs in with the DASH_ADMIN_PASSWORD in that file — the word the template's comment names (testpass, what the hermetic suite uses) — and without it a fresh database exits non-zero for the same reason production does. .env.dev is gitignored and 0600: it holds the agent tokens and the upsd password too.

Each HOST_TARGETS entry carries that token as URL userinfo (driveripper=http://<token>@<addr>:9120); parse_targets moves it into an Authorization header, so Target.url, /api/config and every error message stay credential-free. No root shell on a host? deploy/agent-sudoers is the one-line grant that lets ops run the installer, and running the installer without root prints that exact line. upsd is dialled at NUT_HOST/NUT_PORT on the port it really answers on (3051 on driveripper, not the stock 3493) — see the NUT section below for who may connect.

The host agent

agent/host_agent.py is one file, stdlib only, Python 3.10+. It reads /proc, /sys/block, /sys/class/drm and statvfs and answers GET /snapshot (everything, one JSON document; ?top=N trims the process lists), GET /info (slow-changing identity: OS, kernel, CPU model, GPU list), GET /schema (the schema version plus this document) and GET /health (the one route that never needs the token) as JSON, with a plain HTML status page at GET / so a browser pointed at an agent learns what it is looking at.

python3 host_agent.py --once                                # print one snapshot, exit
python3 host_agent.py --host 0.0.0.0 --port 9120 --token-file /etc/dashboards-agent.token
sudo deploy/install-agent.sh                                # systemd unit + user + token
deploy/install-agent.sh --status                            # unit state and /health
sudo deploy/install-agent.sh --uninstall

No root shell on the monitored host? deploy/agent-sudoers is the single sudoers line that lets the fleet's unprivileged ops account run the installer; run it without root and it prints that exact line with the script's own resolved path instead of saying "run as root".

It is read-only by construction: there is no code path that writes, and the HTTP server only answers GET. Counters are reported as counters — the dashboard computes rates over a labelled window, so the agent never has to remember who polled it last.

Per-disk smart health is a best-effort add-on on the whole-disk /sys/block list (no partitions): the agent runs smartctl -i -A -H per physical disk — 5 s bound per device, 20 s per pass, results cached 4 minutes — and parses health, temperature, power-on hours, the sector alarms and SSD wear into disk_io.devices[].smart. Refreshing an expired cache happens on a background thread while the request is served the previous result, so a wedged disk can never cost a poll more than its own timeout (only the very first pass after the agent starts runs inline). A host without smartmontools, or whose agent user cannot read the block devices, is not broken: every disk reports smart: null with one explanatory errors line, and that line never makes the system page amber. Enable SMART with smartmontools plus the disk group (which deploy/install-agent.sh grants when it exists) — the agent shells smartctl as itself and never calls sudo, so a sudoers rule alone is not enough — and redeploy the agent, since one installed before phase 09 has no SMART pass to run. Opt out silently with --no-smart. The drive truth this is all developed against lives in tests/fixtures/smartctl_driveripper_*.txt: 16 real drives, recorded with serials scrubbed, each one parsed by a test.

Binding off-loopback without a token is refused (exit 2) rather than warned about. Prefer --token-file over --token: argv is world-readable through ps, and this token guards hostname, mounts, disk and GPU models, and process names. deploy/install-agent.sh creates a system user, generates a token once (re-runs reuse it; --rotate-token for a new one), stores it 0640 root:dashboards-agent — the unit hands the agent the path, and the agent opens it as its own user, so the file must be readable by that user and by nobody else — and runs the agent under ProtectSystem=strict, DevicePolicy=strict with only the disk nodes and the /dev/null family reopened (SMART needs the former; without /dev/null in the allow list systemd cannot start the service at all), with no capabilities.

Signing in

One admin, one password, and the server refuses to start when it has neither a stored verifier nor DASH_ADMIN_PASSWORD — the domain is public and the fleet's hostnames and UPS controls sit behind this login, so there is no way to run it open by accident. There is no second account and no per-user view: the five pages (/, /system, /disks, /llm, /ups), the /settings page and every data route belong to that one operator.

A session is an HMAC-signed cookie (dash_session), not a row in a table: it carries the signed-in name and its own expiry, is valid for DASH_SESSION_HOURS (default 720 = 30 days), and is verified with a signing key that also lives in DASH_DB. That is why a password change signs out every other browser at once — it rotates the key, so every cookie minted under the old one stops verifying on its next request — and why nothing has to be pruned.

DASH_ADMIN_PASSWORD is a seed, not the credential. The first start hashes it (PBKDF2-HMAC-SHA256, 600 000 rounds) into the meta table of DASH_DB as auth.verifier, and from then on the stored verifier wins: remove the variable once the server is up and the same password still works, change it with POST /api/auth/password — or in a browser, on the /settings page (The account page below) — with no redeploy, and know that a container env can never roll a changed password back. If DASH_ADMIN_PASSWORD is still set on a box that already has a verifier, it loses — and the server says so once at startup, in words, without quoting the value.

Forgotten password, or a database you want to hand over? Delete the rows and seed again:

sqlite3 "$DASH_DB" "DELETE FROM meta WHERE key IN ('auth.verifier','auth.session_secret')"

Deleting auth.session_secret — which that command does — signs out every browser already signed in, which is also exactly what changing the password does on purpose. Only the hash and the signing key are ever written: grep -c "your password" "$DASH_DB" comes back 0, and no log line, event row, or API response carries the password, the verifier, or a session token.

Nothing that leaves the app carries a credential. A HOST_TARGETS userinfo token is parsed into an Authorization header, and every URL the browser can see — /api/config, a source's error string, the event feed — goes through config.strip_userinfo first, because an unreachable host writes its failure message into the event table and /api/events serves it.

What the session covers

The gate is default-deny: every page and every /api route requires a signed-in admin except four entries, named next to the middleware they guard in app.py:

Public	Why it has to be
/login	the form itself
POST /api/auth/login	you cannot be signed in to sign in
/api/health	the Containerfile HEALTHCHECK and ./scripts/dev-server.sh status poll it unsigned, and it publishes no fleet data
/static/…	the login page is styled by the same stylesheet as the dashboards

Adding a path to that list is a security decision, and a route a future phase forgets fails tests/test_auth_api.py::test_every_route_that_is_not_public_requires_a_session, which walks the served route table rather than a list written by hand.

What a refusal looks like depends on who asked, so that neither caller has to guess:

curl -si http://127.0.0.1:8090/system | head -3
# HTTP/1.1 303 See Other        → Location: /login?next=/system  (a browser ends up back here)
curl -s http://127.0.0.1:8090/api/summary
# {"ok":false,"detail":"sign in required","login":"/login"}   (a script never gets HTML)
curl -s -o /dev/null -w '%{http_code}\n' http://127.0.0.1:8090/api/health
# 200

The ?next= value keeps the query string too (/llm?range=1h survives the round trip), and it is judged before it is ever followed: a next that leaves the site (//evil.example, http://evil.example, the percent-encoded and control-character spellings alike) is dropped to /. auth.safe_next is the one function that decides both halves. And every answer the gate produces — 303, 401, 403, 429, the route's own 404 — carries no-store, because a cached redirect would park a browser on the login page after it had already signed in.

The sign-in page

/login is one card with one password field — no username, because there is one admin and a field that is always the same word teaches you that half the form is theatre. It carries the masthead's brand link and the theme toggle and nothing else from it: no tabs (each would bounce straight back here) and no status dots, because there is nothing signed in for them to report.

What it does with an answer is the part worth knowing:

Response	On screen
200	straight to ?next=, or to /
401	Wrong password. under the field, and the text you typed is selected
429	the refusal plus the lockout counting down, button disabled to zero
other	the server's own detail, printed verbatim

The countdown is the server's Retry-After, not a guess, and a refusal is written as text rather than HTML — this is the one page a stranger reaches first. A browser that already holds a session never sees the form: the server 303s it to the dashboard, and the script checks /api/auth/status first so the form does not even flash. ?next= is followed only when it is an in-app path (/ups, not //evil.example), judged on the server and again in the page.

The account page

/settings — reached by ⚙ Account in the masthead of every dashboard — is the session facts and the one form that changes the password.

Panel	What it says, and what the button does
Session	the signed-in name, the expiry as a local timestamp and as time left, and Sign out (POST /api/auth/logout, then /login)
Change password	current + new + confirm, then POST /api/auth/password; the outcome is one line under the form

The form checks what it can check itself (a current password typed, at least 8 new characters, the two new boxes agreeing) so a typo is answered without a round trip, and then reports whatever the server said: 403 is the current password is wrong, 422 names the rule the new password broke, 429 is the lockout with its own seconds. The page also states the precedence rule in its own words — the env var seeded the password once, a change here wins, resetting from the environment means deleting auth.verifier and restarting — because that is the sentence that prevents a support call about an edited .env that did nothing.

One detail makes the page more than a form. A change rotates the session-signing secret, which is what signs out every other browser, and it invalidates the CSRF token this browser cached — so Dash.resetAuth() clears that cache after the change (and after any 401 bounce). Without it the operator changes the password, then every UPS button 403s until they reload.

Sign out deletes this browser's cookie; it cannot revoke a copy of the token. A session is signed rather than stored, so nothing is left to mark as dead — the one thing that reaches every browser at once is the signing key, and that is what a password change rotates. If a machine is lost or a session is suspected, change the password here: that is the revocation, and it is why the same page carries both buttons.

Writes need the CSRF token

A write authorised by the cookie must carry X-CSRF-Token, validated against that same session (GET /api/auth/status is where a page that is already signed in reads it — the login and change-password responses carry it too, minted for the session they just created — and it sits behind the session because a token is worthless to anyone who cannot read that response). Dash.fetchJSON fetches it once per browser and attaches it to every non-GET/HEAD request, so page code does not think about it — and POST /api/auth/logout is gated like any other write, because an <a href="/logout"> planted on a page you read mid-outage is a CSRF that signs you out. Mismatched Origin or a Sec-Fetch-Site that is not same-origin/none is refused before the token is even looked at, so a cross-site login post cannot spend your throttle either.

Changing the password

POST /api/auth/password with {"current": "…", "new": "…"} — a protected write, so it needs the session and the CSRF token like everything else:

curl -s -X POST -H 'content-type: application/json' -H "Cookie: dash_session=$SESSION" \
     -H "X-CSRF-Token: $CSRF" -d '{"current":"…","new":"…"}' \
     http://127.0.0.1:8090/api/auth/password
# {"ok":true,"changed":true,"hint":"other browsers are now signed out",
#  "expires_at":1794982214.0,"csrf":"…"}

Nothing forces a change: no expiry, no first-login interstitial, and DASH_ADMIN_PASSWORD is never re-applied after the first boot of a database. The only composition rule is length — at least api.MIN_PASSWORD_LENGTH (8) characters, not empty once stripped, and different from the current one — each refused with a 422 that names the rule. A symbol/digit mandate produces sticky notes rather than passwords, and the cost of a guess here is PBKDF2 plus the backoff, not the character classes.

A wrong current is 403 {"ok":false,"detail":"current password is wrong"} and a password-denied event, and guesses at that field are throttled on their own key (password:<address>) — the same arithmetic as the login form, a separate bucket, so this form is never an unthrottled oracle for the old password once a cookie is stolen and one form's lockout does not lock out the other.

A right one rewrites auth.verifier and auth.session_secret, which is the whole revocation story: a session is a signed cookie with no server-side record, so rotating the signing key is the only way a password change reaches the browsers that are not in front of the form (without it a stolen cookie would stay valid for another DASH_SESSION_HOURS). The response carries a fresh cookie and a fresh CSRF token minted from the new secret, so the caller who just changed the password is not signed out by their own form, while every other browser gets a 401 on its next request and signs back in with the new password. password-changed lands in the event feed — an event, not an overview alert, and not a field on /api/health (which is public) or /api/config.

Scripting the API

Authorization: Bearer <session token> is the scripted caller, and it needs no CSRF token — another site can make your browser send its cookie but cannot read a token out of your shell. The session token is in the login response's Set-Cookie, not in its body:

SESSION=$(curl -si -X POST -H 'content-type: application/json' \
              -d '{"password":"…"}' http://127.0.0.1:8090/api/auth/login \
          | tr -d '\r' | sed -n 's/^set-cookie: dash_session=\([^;]*\).*/\1/p' | head -1)
curl -s -H "Authorization: Bearer $SESSION" http://127.0.0.1:8090/api/summary   # 200
curl -s -H "Authorization: Bearer $SESSION" -X POST -H 'content-type: application/json' \
     -d '{"ups":"apc","command":"test.panel.start"}' http://127.0.0.1:8090/api/ups/command

That is the app's one write endpoint that dials anything (the /api/auth/* writes change only this process and its SQLite meta table — invariant 1 is about the fleet), and the bearer header changes nothing about its gates: a command that can cut output still needs "confirm":"DANGER", and is still refused while the UPS is on battery.

Lockout

Five wrong passwords from one address starts a backoff (429 with Retry-After, exponential from 60 s, capped at an hour; a good sign-in clears it, and a restart resets the counters). The change-password form keeps its own counter under password:<address>, so hammering one form cannot lock you out of the other and neither form is an unthrottled oracle for the same secret. The refusal is the same sentence for every kind of failure — one account, so the response must not rank reasons — and each refused attempt writes a login-denied or password-denied event you can read at /api/events?source=auth. Neither ever becomes an overview alert: a password guess is not an outage, and a page that blinks for both trains you to ignore the ones that matter.

Configuration

Everything comes from the environment (see .env.example for the annotated list). At startup a .env next to the checkout is loaded first if it exists — as a seed: a variable the container, systemd unit, or your shell already set always wins. Point DASH_ENV_FILE somewhere else to keep several installs on one box. .env.example is documentation and is never loaded, and scripts/dev-server.sh exports .env.dev itself (see the quickstart) because dev settings must not leak into a production process.

Variable	Meaning
HOST_TARGETS	name=url per host running the agent; a bearer token may ride in the URL userinfo (http://TOKEN@host:9120)
GUFO_BASE_URL / VLLM_BASE_URL	LLM engines; unset means not deployed here, and its half of the page disappears
RATE_WINDOW_SECONDS	the Δ window behind every measured rate — tokens/sec, bytes/sec, jiffies→CPU % (default 10); each value carries the window it actually got, and /system's footnote prints that, not this default
DASH_HOST / DASH_PORT	bind address for the dashboard itself (default 127.0.0.1:8090; the container sets 0.0.0.0)
HOST_INTERVAL_SECONDS / LLM_INTERVAL_SECONDS / NUT_INTERVAL_SECONDS	how often each source is polled (10 / 2 / 5 s)
DISKS_INTERVAL_SECONDS	how often the disk-health source re-reads each agent for SMART (default 300 s — SMART is not a per-second signal). No targets of its own: the disks:<host> jobs exist exactly when HOST_TARGETS does
HOST_TIMEOUT_SECONDS / LLM_TIMEOUT_SECONDS / NUT_TIMEOUT_SECONDS	per-source fetch timeout — one slow source never holds up the others
DISKS_TIMEOUT_SECONDS	the disks fetch's own budget (default 30 s), because the agent runs smartctl inside its snapshot handler and 20 s of wedged disk must not read as a dead host
GUFO_API_KEY / VLLM_API_KEY	only if an engine is behind a bearer token; they never leave the server
NUT_HOST / NUT_PORT	upsd address — whatever port it really listens on, not always 3493. Reads are unauthenticated in stock NUT
NUT_USER / NUT_PASSWORD	only needed for instant commands (battery tests)
NUT_ALLOW_ACTIONS	1 enables the one write endpoint in the app
NUT_SIMULATE	1 replaces upsd with a labelled simulator (development only)
DASH_READ_ONLY	1 disables every mutating endpoint regardless of other flags
DASH_DB	SQLite path (default data/dashboards.sqlite3)
DASH_ADMIN_PASSWORD	the admin password seed, needed only on the first boot of a database — see Signing in above
DASH_SESSION_HOURS	session lifetime (default 720 = 30 days)
DASH_COOKIE_SECURE	1 marks the session cookie Secure; off because dev is http://127.0.0.1, and a request that arrived over X-Forwarded-Proto: https is treated as secure either way
DASH_PBKDF2_ITERATIONS	verifier cost (default 600000). The knob exists for the test suite; leave it alone in a deployment. Raising it on a real box does take effect: the next successful sign-in re-hashes a cheaper stored verifier and keeps the signing key
POLL_MS_SYSTEM / POLL_MS_LLM / POLL_MS_UPS	how often the browser refetches each page (10 s / 2 s / 5 s) — shown in the page footer. /disks has no POLL_MS_* of its own and polls at a fixed 30 s: its payload only moves when the disks job re-reads the agents
DASH_RELOAD	1 makes uv run dashboards watch the source and restart on a change — development only, and every poll loop restarts with it
DEBUGPY / DEBUGPY_PORT	DEBUGPY=1 opens a debugpy listener (default 5678) without blocking startup
RETAIN_RAW_HOURS / RETAIN_MINUTE_DAYS / RETAIN_HOUR_DAYS	history rollup and pruning

A source that is not configured answers 404 {"configured": false} without dialling, and the page says "not configured" instead of showing a red panel for something you never installed.

Architecture

agent/host_agent.py (each host)      gufo / vLLM            upsd (NUT)
        │ GET /snapshot                    │ GET /metrics           │ LIST UPS / LIST VAR / LIST CMD
        │  (twice: system 10s, disks 5m)   │ + /slots (gufo)        │
        ▼                                  ▼                        ▼
src/dashboards/collectors.py ────────────────────────────────────────────┐
        │  parse + Δcounter/Δt (rates.py)                                │
        ▼                                                                ▼
sources/host.py · disks.py · llm.py · nut.py               poller.py (one task per source)
        │        samples                    events                      │
        ▼                                                                 ▼
store.py  ── SQLite (WAL): sample(source,host,metric,res,ts) + event + meta ──  api.py  → web/
                                                    ▲
auth.py ── verifier + session key, loaded once at startup (no row and no seed → no server)

• poller.py — every source gets its own asyncio task, its own health record, and its own error handling. A dead host keeps its last good values and is labelled stale; it never blanks or blocks another source. Disk health is a source of its own (disks:<host> in /api/health, 5-minute cadence, its own fetch timeout) reading the same agent /snapshot the system page reads — a separate task is what keeps a SMART poll out of the 10-second utilisation poll and lets drive history go stale without blinking /system, and alerts.py is why one dead agent is still one line on the overview rather than two. And it never quietly stops: the task is that source's only poller, so a SQLite write that gets refused is reported (ok: false, the real reason, the numbers aging, one line in the event log) instead of freezing the source under a green dot.
• store.py — raw samples roll up to 1-minute and 1-hour averages and the raw rows are pruned, so a year of history is a few hundred MB rather than a disk emergency. Its meta table is the one place state that must outlive a restart goes (get_meta/set_meta/ delete_meta), and its first user is the admin credential below.
• auth.py — the admin login's decisions, in stdlib and without HTTP: a self-describing PBKDF2-HMAC-SHA256 verifier, an HMAC-signed stateless session cookie (no session table, and rotating the stored key is what evicts every other browser), a session-bound CSRF token, and an in-process login backoff. load_auth_state() is the startup half: the environment seeds a password once, the stored verifier wins from then on, and a server with neither refuses to start (see Signing in).
• severity.py — the single green/amber/red table (THRESHOLDS, plus INVERTED for the metrics where lower is worse). Rated values in the API payloads travel with a sibling severity (cpu.severity.usage_pct, memory.severity, disks.severity, a UPS card's severity.charge_pct, severity inside the rated LLM cells such as KV pressure, /api/summary rows), computed server-side, so every page colours the same way and a value nobody reported renders n/a instead of green. A metric published as a 0-1 ratio is rescaled for the verdict only — the number printed stays what the upstream published. There is no gpu.* row: these are LLM servers, a busy GPU is the job, so the GPU card (and the fleet GPU column) renders uncoloured at every utilisation — the gpu.* history series are still stored and charted. Drive health gets two rows: disk.temp_c (amber 50 °C, red 70 °C) and disk.percentage_used (amber 80 %, red 100 % — an SSD that has spent its rated wear is a replacement). The sector counters (disk.reallocated, disk.pending, disk.uncorrectable) and disk.power_on_hours have no row on purpose: a non-zero counter is an alarm chip on presence, zero is the absence of a chip and never a green "healthy drive", and an odometer has no bad value.
• alerts.py — "what is wrong right now", as data. alerts.build(settings, job_states, host_payloads, engine_payloads, ups_payload, recent_events) is a pure projection of the state the poller already keeps plus the verdicts severity.py and the UPS health checks already reached — no I/O, no thresholds of its own — and /api/summary returns it as alerts, worst first: {id, severity, source, message, href, at}. A configured source that stopped answering is fail; one that is stale but still serving its last good value is warn; an unconfigured source never alerts; a dead source is one line rather than one per stale metric; the list dedupes per (source, metric) and is capped at 12 with a marker that says how many it hid.
• api.py — the JSON every page reads: /api/config, /api/health, /api/events, /api/history, /api/metrics, /api/summary, and one snapshot + history pair per dashboard (/api/system/*, /api/disks/*, /api/llm/*, /api/ups/*). GETs everywhere except the single POST /api/ups/command. Two rules make the pages legible: a source with no env config answers 404 {"configured": false} without dialling (so a page says "not configured" instead of going red), and a history query for a series that does not exist answers an empty series instead of an error (so a card asks for every plot it could draw and reads n/a for the ones the drive never reported). /api/disks/snapshot is the drive-health surface: one entry per host with its physical disk rows, the agent's smart block verbatim, smartctl_available (true / false = install smartmontools / null = the agent never said), a severity beside each row's rated numbers, and a fleet block summed here so the page does no arithmetic — a host that has not answered yet is listed as an unreachable stub of n/as and counted, never summed. /api/config carries disks.interval_seconds, which is why a drive card four minutes old is behaving, not broken. /api/summary grew a disks block with that page (the same fleet sums plus one row per host — counts, smartctl_available, and failed_devices, so a notifier learns which drive the hardware called FAILED without a second call); it is additive, exactly as alerts was, and the key paths of both are pinned with and without targets configured.
• web/ — five static pages (/, /system, /disks, /llm, /ups), one stylesheet, hand-rolled SVG charts (charts.js), and a masthead status dot per dashboard job (disks has its own: the same agent can answer the 10-second utilisation poll and have a wedged SMART pass). No framework, no CDN, no bundler, and no narration: a page never explains its own pipeline, so the words on screen are the ones you act on — a unit, a Δ10.0s provenance tag, a SIMULATED badge, or the sentence beside an empty panel. The overview (/) is exactly two panels — a Warnings & errors list built from /api/summary's alerts (each row links to the dashboard that explains it) and the Fleet table — and nothing else: an empty alert list reads as an explicit "all clear", and a live problem moves the panel above the table. A host that is not answering keeps its row — dimmed, every number n/a — so the fleet never quietly gets smaller and last good values are never mistaken for live ones. A big colour-coded number is Dash.hero(el, {...}) on the .hero / .hero-bar styles, coloured by the severity in the payload via Dash.severityFrom() — the only colour vocabulary is ok / warn / fail, and a value with no verdict renders n/a with no colour at all. A battery is DashCharts.battery(el, {charge, severity, state, label}): one inline SVG whose fill is the charge — clamped to 0–100, never rounded up, clipped to the plate so 0 % is an empty shell — coloured only by the payload verdict, with a shape per state (solid shell on line, bolt charging, dashed outline on battery, a dash through the body when there is no reading) and a <title> / aria-label that names it ("apc: Charge 100 percent, on line") unless the number beside it already does. Each /system host is one panel led by exactly six of them — CPU %, MEM %, TEMP, DISK % (mount underneath), GPU busy (VRAM, the APU pool and the card's temperature in the footnote — no temperature is printed when the driver exposes no sensor, never 0 °C; and likewise never coloured and with no bar: a busy GPU is the job on an LLM server), and NET on two lines (↓ in / ↑ out, never coloured: a byte rate has no good/bad). Under the numbers, each panel charts only its own host — behind a collapsed Charts toggle, because the default view is current stats and a fleet of ten hosts each drawing three plots is noise: the summary reads ▸ Charts with the window in it (1h, 24h …), and opening it is what builds and paints the charts — instantly, from the response the last refresh already fetched, and repainted on every refresh after that while it stays open. Expanding one panel never stretches its collapsed siblings (.grid.items-start). The stack is utilisation (CPU, memory, worst disk), network (↓ in / ↑ out), and GPU busy for a host that reports cards — three 120px SVG charts, each with its own legend and its own aria-label naming the host and the plotted metrics (LineChart's ariaLabel option), never a second host in sight. The fleet-wide charts, the nine-figure fleet-totals panel and the host/metric detail picker are gone, and so are the per-core charts, while cpu.usage_pct@coreN stays in SQLite. Everything else — load, clock, disk I/O, uptime, GPU power and the per-label temp breakdown, filesystems, processes — folds into a collapsed "More detail" disclosure. Each panel pulls its series in one /api/system/history request (hosts=<that host>&metrics=…&range=…) every refresh, stack open or not, and a host that stops reporting takes its panel, its Charts toggle and its charts off the page. /disks is the drive-health page: one card per physical drive (the agent's whole-/sys/block list — never a partition, never a mount), led by the device path and the drive's own verdict word (OK / FAILED / unknown, coloured only by severity.health), then three equal cells — Temp, Power-on hours, Wear — coloured by disk.temp_c and disk.percentage_used from the API, with the odometer deliberately uncoloured because severity.py rates no power-on hours. The sector counters appear as red chips that exist only while non-zero, so a healthy drive shows no alarm row at all rather than a wall of zeroes. A host whose SMART cannot be read keeps its cards, dimmed with every number n/a and one .banner line saying why — smartctl not available on <host> when the agent reported the binary missing, its own sentence when it reported something else, and "not answering" when the agent is down — never a red panel, because a missing binary is unconfigured, not broken. The header's drive counts are the API's fleet block (hidden below two hosts, so one box's sums never duplicate its own cards), and each host's Charts disclosure behaves exactly like /system's: collapsed, built only while open, and fed by one /api/disks/history request per host per refresh naming disk.temp_c@dev and disk.percentage_used@dev for every drive it has. /llm opens with the fleet: one block above the panels — ALL ENGINES, an N of M engines tag, the note sums only engines answering now, then running / waiting / prompt tok/s / decode tok/s / total tokens — and every number on it is fleet_totals(), so the page sums nothing itself. A dead engine keeps its last-good numbers in its own (stale-labelled) panel but is dropped from a total presented as current: the tag counts what answered, names the missing engine in its tooltip and dims while the sums are partial. Nothing on the block is coloured — severity.py rates no throughput and no queue depth, because 0 tok/s on an idle fleet is healthy — the dot is reachability, and fleet.seams (how the two engines count prompt tokens differently) is a tooltip on the prompt sum rather than another line of ink. Below two configured engines the block is hidden: a cross-engine sum of one engine duplicates that engine's panel. Below the fleet block sits the stats strip: one card per configured engine — reachability dot, name, age stamp, the KV-cache bar (the one rated cell: the fill and a breach's text take their colour from the payload's severity and nothing else), then prompt tok/s and decode tok/s with their provenance tag (Δ10.0s, scraped, estimated), total tokens, the sessions this engine reports (slots busy counted from gufo's /slots, or running/waiting for vLLM, plus waiting), prefix cache hit, spec accept (gufo), queue time with its p95 … foot (vLLM) — and red alarm chips for preemptions / GPU-context losses that exist only while non-zero. Then the engine panels hold the detail the strip does not print: two big throughput numbers (decode, prompt — uncoloured, because 0 tok/s on an idle server is healthy) with their provenance tag, and the latency rows (TTFT, TPOT) each with a p95 … foot line and its own sparkline over the selected window. Under the gufo panel's sessions (GET /slots) label sits the slot grid: one card per parallel slot, keyed by the slot's own id, created once and patched in place so a busy slot never flickers — request id, prompt tokens (with processed … while prefill runs), cache hit and its share of the prompt, generated tokens, remaining, context, and the model beside the slot number. A busy card is a border, a glyph and the word processing, never a green/amber/red verdict (a slot generating tokens is the job). Every cell reads exactly one key of the captured /slots shape — no a ?? b fallback chains — so a field rename fails a contract test instead of printing dashes, and -1 sentinels print idle/n/a, never a negative countdown. When /slots does not answer, the panel says so with the API's own sentence rather than rendering a card of nothing, and vLLM's panel carries one line (exposes no per-slot JSON) and no grid. No row appears in both places — one value, one home — and there is no peak-context cell, because this page prints a number the upstream published or n/a. The four trend charts sit below the panels at half height, and one /api/llm/history request per refresh feeds all of it. With a single engine configured the page is one clean card in the strip and one clean panel — never a red half for a server you do not run. Each UPS card (/ups) opens with its battery glyph and three big numbers — charge %, load %, runtime left — coloured from the card's severity dict, with the electrical readings (line in, output, battery volts and amps, battery °C) kept below them in smaller muted type because they are what you read while the UPS is on battery. Health checks, the battery-test buttons (with their DANGER confirmation) and the NUT variable dump are unchanged, just second. The four event feeds (/system, /disks, /llm, /ups) are a paged window over the event table rather than a printout of it: the list is a bounded box that scrolls, 50 events to a page, with 1–50 of 200 between ‹ prev and next › (disabled at the ends) underneath. One helper, Dash.eventsPager(), renders every feed and each keeps its own row markup; the fetch asks /api/events for 200 so there is a page 2 to reach, and the endpoint itself is unchanged. Reading page 3 survives a poll; a refresh that brings new events goes back to page 1, because page 3 of a list that just changed is not the history you were reading.

Testing

uv run pytest                                  # unit + API tests, fully mocked, no network
uv run pytest --cov                            # coverage gate
set -a; . ./.env.dev; set +a                 # the live suite reads the same env as the app
uv run pytest -m live --live                   # optional: real fleet / engines / upsd
uv run ruff check src tests agent && uv run pyright            # lint + types
./scripts/capture-fixtures.sh                  # re-record ground truth: host agents, UPS replies, gufo /slots
./scripts/capture-fixtures.sh --with-llm        # ... and the engines' /metrics while they are up
SMART_HOSTS="host-a-ops host-b-ops" ./scripts/capture-fixtures.sh
                                               # ... and smartctl per physical disk: plain smartctl,
                                               # `sudo -n` if that is denied; scrubs serials/WWNs
bash .agents/validate.sh                       # all of the above + `node --check` on every page
                                               # script + repo hygiene, with the 94% coverage floor

Test philosophy: real captures as fixtures, mocks for behaviour. Anything that must match an upstream (/proc layouts, vLLM metric names, NUT protocol framing) is asserted against a verbatim capture in tests/fixtures/; behaviour that needs a failure — upsd refusing a command, an engine returning 500, a host rebooting — is a fake. The live tests (tests/test_live_fleet.py) are the bridge: they SKIP unless you pass --live, each one also skips when its source is unset (source .env.dev first — run bare and they all skip quietly, which reads exactly like a pass), they drive the production code paths (collectors.*, NutMonitor.collect) against whatever hardware is reachable, and they never write — a battery test on live hardware is not a unit test.

tests/auth_contract.py is two constants and the reason for them: every test that starts a server seeds the admin password testpass (a server with no stored verifier and no seed refuses to start, so a test that wants a running app has to give it a credential the way .env.dev does) and hashes it at 1 000 rounds through that same pbkdf2_iterations setting instead of the real 600 000 — ~0.3 s per hash times a hundred-odd servers is not a slower suite, it is a suite nobody runs. The real cost is pinned where it belongs (test_the_default_cost_is_the_owasp_figure and the config default test), so lowering it here cannot lower it there. Its partner is tests/auth_client.py: sign_in(client) posts that password once, asserts the sign-in worked, and puts the returned CSRF token on the client's default headers — which is what keeps the ~200 pre-existing HTTP assertions asserting the behaviour they were written for instead of the new gate.

tests/test_auth_api.py is the perimeter, and it is deliberately awkward in one place: every anonymous request runs with follow_redirects=False, because a client that follows them would fetch the login page and report 200 for a route that refused it — the way a gated suite ends up passing while testing nothing. It also walks the served route table (test_every_route_that_is_not_public_requires_a_session), so a route a later phase forgets to protect fails there rather than in a browser, and it proves the one refusal that matters most on the wire rather than on a status code: a POST /api/ups/command without the CSRF token answers 403 and the scripted upsd records nothing, while the same request with the token still reaches it — and driver.killpower still needs the word DANGER behind the session, because a fifth gate that quietly replaced the fourth would be the worst kind of regression.

tests/test_auth_docs.py tests the paperwork, because the paperwork is what an operator holds when the dashboard will not come up. It reads .env.example and .env.dev.example and demands that every DASH_* auth setting is declared there and that no secret-shaped assignment carries anything but a placeholder (the same allow-list bash .agents/validate.sh enforces through git ls-files, restated so a plain uv run pytest catches it on the working tree) — while the local-testing word stays legal in prose, which is the only place it can be useful. It demands that scripts/dev-server.sh still gets its readiness probe and its status from the public /api/health and has grown no session, token or password of its own, and that both docs still name the four public paths, the reset command, the four variables and the DASH_COOKIE_SECURE=1 deployment note. Nothing starts a server there; a sentence that quietly disappears is the bug.

One more file is worth knowing about: tests/card_contract.py is the table of /api/system/snapshot paths the system page's per-host cards are allowed to read. It is checked against all three captured host shapes (discrete GPU, APU, no GPU), over HTTP, and again against the live fleet, so a card can never be "fixed" by inventing a number the agent does not report. tests/ups_contract.py does the same job for the UPS page's hero row and battery glyph (charge %, load %, runtime left, battery_voltage, the glyph's charger_status + on_battery, the card header), against the two real UPSes — recorded verbatim as tests/fixtures/nut_<ups>.vars by ./scripts/capture-fixtures.sh, with the device serials scrubbed — and again against live upsd. The captures earn their place: the CyberPower answers battery.mfr.date: CPS, the APC's battery.date is a factory placeholder, and neither publishes battery.temperature or battery.charger.status, so a hand-written variable table would have tested nobody's memory. tests/slots_contract.py pins gufo's /slots rows the same way — hermetically from tests/fixtures/slots_gufo.json (the verbatim /slots reply, captured whenever GUFO_BASE_URL is set; the idle-slot rows are the shape the grid must handle) and again against the running engine. It exists because that table was once guessed: the old slot table read field names the server never published and rendered dashes forever. It also picks the canonical name of each fact — the live server answers id_task and task_id for one request — and the page renders only the canonical key, so a rename fails a test instead of quietly becoming a fallback chain. A busy slot's prompt is the user's in-flight request text, so the capture script blanks it and the page never reads it.

Battery-test buttons

Instant commands are the only mutating endpoint in the application (POST /api/ups/command) and they are gated four times: NUT_ALLOW_ACTIONS=1, not DASH_READ_ONLY, an upsd.users account that actually has the command, and a confirmation in the UI — destructive ones (deep test, calibration, load.off) require typing DANGER. The server re-checks every gate; hiding a button is not a safety control. Commands that would cut power are refused outright while the UPS is already on battery.

Give the app a narrowly scoped NUT user instead of a god-mode one — per-command instcmds, not actions = -:

# /etc/ups/upsd.users
[dashboards]
    password = "..."
    instcmds = test.battery.start.quick
    instcmds = test.battery.start.deep
    instcmds = test.battery.stop

One command per instcmds line — that is what man 5 upsd.users specifies ("to specify multiple commands, use multiple instances of the instcmds field"), and a comma-separated list on one line is not that. instcmds = all is the alternative, and the fleet runs that: every command the drivers advertise, including the ones that cut output power. Nothing about the gates changes — the risk tier, the typed DANGER, NUT_ALLOW_ACTIONS and the on-battery refusal are what prevent a click from becoming an outage, because upsd gives the dashboard no way to ask what an account is allowed to send.

upsd authenticates with USERNAME + PASSWORD (see HELP on your own server for the verbs it accepts — USER/PASS are not among them in 2.8.5); a user needs instcmds, never actions = -.

deploy/nut-sudoers is the ruleset that lets the ops account read (and scoped-write) those files: sudo install -m 0440 -o root -g root deploy/nut-sudoers /etc/sudoers.d/dashboards-nut. Read upsd.users before you write it — upsmon authenticates from the same file, so overwriting it blind can take the box down at the wrong moment.

Bind upsd to loopback (LISTEN 127.0.0.1 3051 in upsd.conf) when the dashboard runs on the same box, and to a real interface plus a source-scoped firewall rule when it runs elsewhere — and do not try to scope it by client inside upsd.conf instead: NUT 2.8 removed the ACL/ACCEPT/REJECT directives (a build without TCP Wrappers logs ACL in upsd.conf is no longer supported - switch to LISTEN once per line and ignores the line), so LISTEN plus a host firewall rule is the only access control upsd.conf offers, and an unauthenticated LIST VAR from any routed source is the normal state of a NUT server. NUT_SIMULATE=1 stands in for upsd during development; everything it produces is badged SIMULATED, and it is never the default.

Deployment

Containerfile is a two-stage build: uv.lock is resolved in the builder (exactly the versions the tests ran against) and the runtime stage is slim Python with nothing but the venv in it. The host agent is copied in too, so one image can monitor the box it runs on. In the deployment repo the pattern is the same as every other service: quadlet container + env template + nginx/SNI on the single domain.

podman build -t dashboards .
podman run --rm -p 8090:8090 --env-file dashboards.env \
    -v dashboards-data:/var/lib/dashboards dashboards

It listens on 0.0.0.0:8090 as an unprivileged user, and the SQLite history lives in /var/lib/dashboards — put a volume there or every restart forgets the charts and the admin password, because the verifier and the session key are rows in that database. dashboards.env therefore needs DASH_ADMIN_PASSWORD for the first start of a new volume; with neither the seed nor a stored verifier the container exits non-zero with the reason instead of coming up open, and the same seed is ignored once the row exists, so it can be dropped from the env file afterwards. With no sources configured /api/health answers 200 {"status": "empty"}, so the container passes its health probe before its env file is right instead of crash-looping.

Two more lines belong in that quadlet env template because this service faces the public domain: DASH_COOKIE_SECURE=1, so the session cookie never rides plain HTTP (the app also treats a request that arrived with X-Forwarded-Proto: https as secure, so a misconfigured flag degrades rather than leaks), and the password itself — set once, then removable, since the stored verifier wins. The nginx server block, its X-Forwarded-* headers and HSTS live in the deployment repo like every other service here, so a change to how the edge forwards TLS is a change in that repo, not in this one; the only thing this app reads off the proxy is that one scheme header.