fix(runbooks): Plex hw transcoding WORKS — the dashboard was never the proof

Hardware transcoding is confirmed working on prod (2026-10-02): VAAPI for both
decode and encode on /dev/dri/renderD128, with zero-copy, measured in
`Plex Media Server.log` in the running pod. The device-plugin mechanism from #37
works end to end.

`runbooks/plex-quicksync.md` said the Plex dashboard showing `Transcode (hw)` was
"the *only* proof available, and nothing else will ever tell you". That is false:
Dashboard -> Activity showed nothing while the feature was fully working, so the
page's authoritative check was silent on a healthy system and sent the operator
hunting a fault that did not exist.

Three inference errors corrected, two kept as named false leads:

1. The LOG is the primary check, not the dashboard. The grep ships in its
   REDACTING form -- that log carries API URLs with `X-Plex-Token` (CLAUDE.md §6).
   Also recorded: `Plex Transcoder Statistics.log` is the WRONG file (XML
   <Variant/> records, no ffmpeg output), and why `grep -a` is required. The
   dashboard is kept but demoted to best-effort, with its silence stated to prove
   nothing.
2. An fd snapshot is not evidence. A /proc/*/fd sweep found no holder of
   renderD128 while hardware transcoding was active -- sessions are short and the
   scan landed in a gap. The reliable process-level check is the transcoder's
   argv (-hwaccel, -hwaccel_device, vaapi, renderD128).
3. A missing preference key means nothing. `HardwareAcceleratedCodecs` was absent
   from all 27 attributes with the toggle on and working, while
   `HardwareDevicePath` was written and the log said "hardware transcoding:
   enabled". Only `="0"` is conclusive; the log settles it.

Also stale and now fixed: GID 992 is a hostPath-era number. Under the plugin the
injected device is root:root, so the image's hook resolves GID 0 and adds `plex`
to the root group (`Groups: 0 100 1000`, `groups=1000(plex),0(root),100(users)`).
Marked as an inherent property of the plugin's DeviceSpec, not a defect, and
explicitly not a reason to reintroduce supplementalGroups (still a no-op --
s6-setuidgid rebuilds the group list from /etc/group). Added a per-title fallback
entry (UHD 630 has no AV1 decode), labelled a HYPOTHESIS: the title that fell
back was never checked. `runbooks/README.md`'s index entry was stale the same two
ways and is corrected.

Unchanged on purpose: the "STOP HERE IF PLEX IS Pending" section, the escape
hatch, and the no-alert-is-possible reasoning (no metricsEndpoint, no
ServiceMonitor, nothing a rule could evaluate).

Documentation only -- no catalog/, schemas/, apps/ or platform/ change.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>

runbooks/plex-quicksync.md

@@ -1,5 +1,10 @@
 # plex-quicksync — making Plex actually use Intel Quick Sync, and proving it did
 
+**Status: hardware transcoding is CONFIRMED WORKING on prod as of 2026-10-02** — VAAPI for both
+decode *and* encode, zero-copy, measured in Plex's own server log (see "How to verify"). The manual
+toggle has been ticked. This page is therefore now mostly a **verification and regression**
+procedure, and its old verification section was **wrong** — see the correction at the top of
+"How to verify".
 **Alert:** none, and none is possible — see "How to verify" below. This is an **operator procedure**,
 not an incident page. It is indexed here because the feature it completes is **inert until a human
 clicks one button**, and a switched-off feature that looks shipped is exactly what this page exists
@@ -33,7 +38,7 @@ is in git**:
 | Half | Who does it | State |
 |---|---|---|
 | The render device is inside the container **and openable** | **GitOps.** `hardware.gpu: intel-quicksync` in `catalog/plex.yaml` renders `resources.limits: {gpu.intel.com/i915: 1}` on the app container. The `intel-gpu-plugin` DaemonSet (`platform/intel-gpu-plugin/`) injects the device **and the matching device-cgroup allow rule**. Flux applies it. | Done by merging that change. |
-| Plex is *told* to use it | **The operator, by hand, in the Plex web UI.** | **NOT done.** `HardwareAcceleratedCodecs` was **absent** from `Preferences.xml` when this page was written — the toggle has never been on. |
+| Plex is *told* to use it | **The operator, by hand, in the Plex web UI.** | **Done, 2026-10-02**, and confirmed from the **log** rather than from a preference key. `HardwareAcceleratedCodecs` is **still absent** from `Preferences.xml` with hardware transcoding working, so its absence proves nothing — see first-command #4. |
 
 **There is no GitOps path to the second half, and that is verified rather than assumed.** A bounded
 grep across the running image's entire init surface — `/etc/cont-init.d`, `/etc/services.d`,
@@ -79,8 +84,8 @@ also the only thing that produces the cgroup allow rule. There is no graceful-de
 The one improvement is that the loss is no longer silent.
 
 What this does **not** do, so nobody reads more into a green gate than is there: it does not enable
-hardware transcoding (that is the manual toggle below), a green gate only proves the **manifest
-renders**, and it writes no `nodeSelector` — the resource itself constrains Plex to nodes the plugin
+hardware transcoding (that is the manual toggle below — done 2026-10-02), a green gate only proves
+the **manifest renders**, and it writes no `nodeSelector` — the resource itself constrains Plex to nodes the plugin
 advertises, which is the scheduler's doing and not a selector in this repo.
 
 ## Running the commands in this runbook
@@ -172,17 +177,28 @@ cgroup rule that uid 0 could not buy its way past either. `RW-OPEN-DENIED` with
 visible is the **device-cgroup** failure — i.e. the plugin's allow rule did not arrive; see "Likely
 causes" #2.
 
-**4. Is the toggle on?** Named key only — never the whole file:
+**4. Is the toggle on?** **You cannot answer this from `Preferences.xml` alone.** That mistake is on
+this page's record: it told readers to treat a missing `HardwareAcceleratedCodecs` as "never
+enabled", and on 2026-10-02 that key was **absent from all 27 attributes** while hardware
+transcoding was demonstrably working. Named keys only — never the whole file, it holds
+`PlexOnlineToken`:
 
 ```
 infra/devcontainer/dev.sh run bash -c \
   'kubectl --context k3s-prod -n plex exec deploy/plex -- \
-     grep -o "HardwareAcceleratedCodecs=\"[01]\"" \
-     "/config/Library/Application Support/Plex Media Server/Preferences.xml" || echo ABSENT'
+     grep -o -e "HardwareAcceleratedCodecs=\"[01]\"" -e "HardwareDevicePath=\"[^\"]*\"" \
+     "/config/Library/Application Support/Plex Media Server/Preferences.xml" || echo NEITHER-KEY'
 ```
 
-`ABSENT` ⇒ never enabled (the state this page was written in). `="0"` ⇒ explicitly off. `="1"` ⇒ on,
-and the remaining question is whether it *works* — go to "How to verify".
+| Reading | What it actually means |
+|---|---|
+| `HardwareDevicePath="…"` **present** | **Positive signal.** Plex writes this when hardware acceleration is configured; it was present on 2026-10-02 alongside a working VAAPI pipeline. |
+| `HardwareAcceleratedCodecs` **absent** | **Nothing. Neither on nor off.** Measured absent with the feature working (2026-10-02). Do not diagnose from it, and do not write it into the file to "fix" it. |
+| `HardwareAcceleratedCodecs="0"` | explicitly **off** — the only conclusive reading, and only in the negative. |
+| `HardwareAcceleratedCodecs="1"` | on. |
+
+**The log settles it, this file does not.** Go to "How to verify"; the `hardware transcoding:
+enabled` and `final decoder/final encoder` lines are the verdict.
 
 ## The one manual step
 
@@ -191,8 +207,11 @@ Plex web UI → **Settings → Transcoder → "Use hardware acceleration when av
 
 The underlying preference key is **`HardwareAcceleratedCodecs`**. That name was confirmed by
 extracting strings from the 23 MB `Plex Media Server` binary in the running container — **not** from
-recall and not from a forum post. Real neighbouring keys from the same binary, so you can recognise
-them and not invent them:
+recall and not from a forum post. **But do not expect to see it in `Preferences.xml` after ticking
+the box:** on 2026-10-02, with the toggle on and hardware transcoding working, the key was absent and
+`HardwareDevicePath` was what had been written. The key exists in the binary; Plex does not
+necessarily persist it. Real neighbouring keys from the same binary, so you can recognise them and
+not invent them:
 
 | Key | What it is |
 |---|---|
@@ -209,42 +228,121 @@ binary. Recorded explicitly so nobody spends an evening hunting for it or, worse
 Editing `Preferences.xml` by hand is **not** the procedure. It is app state on the replicated Longhorn
 tier, it is in no git commit, and the UI writes the key correctly. Use the UI.
 
-## How to verify — and why there is no alert
+## How to verify — the log, not the dashboard
 
-Start a playback that **forces a transcode** (a client that cannot direct-play the source, or pick a
-lower quality explicitly), then read Plex's own **Dashboard → Activity**:
+**Correction, 2026-10-02.** Until today this page said the Plex dashboard showing `Transcode (hw)`
+was "the *only* proof available, and nothing else will ever tell you". **That was false and it cost
+the operator real time:** hardware transcoding was fully working — VAAPI decode *and* encode, with
+zero-copy — while **Dashboard → Activity showed nothing of the sort**. A check that is silent while
+the feature works does not just fail to prove anything; it sends someone hunting a fault that does
+not exist. The authoritative check is **Plex's own server log**.
 
-- **`Transcode (hw)`** on the session ⇒ hardware transcoding. **This is the proof.**
-- plain **`Transcode`** ⇒ software. The feature is not working, whatever the manifest says.
+### The primary check — run this one
 
-**That dashboard is the *only* proof available, and nothing else will ever tell you.**
-`catalog/plex.yaml` declares no `metricsEndpoint`, so Plex renders **no ServiceMonitor at all** —
-there is no scrape, no transcode-mode metric, and therefore no alert that could fire. Do not open work
-to "alert on software-transcode fallback": with no metric behind it such a rule would be permanently
-inert, and this repo has already been burned at scale by rules that evaluated against nothing while
-looking like coverage (`runbooks/README.md`, "Alerts you should not trust the silence of"). If that
-gap is ever worth closing, the honest order is a real exporter first and a rule second.
+```
+./infra/devcontainer/dev.sh run bash -c 'kubectl --context k3s-prod -n plex exec deploy/plex -- \
+  grep -aiE "hardware transcoding: (final|using)" \
+  "/config/Library/Application Support/Plex Media Server/Logs/Plex Media Server.log" \
+  | sed -E "s/(X-Plex-Token|token)=[^&[:space:]]*/\1=REDACTED/g" | tail -5'
+```
 
-Corroborating, not a substitute — the server log on the config PVC:
+| Line | Verdict |
+|---|---|
+| `hardware transcoding: final decoder: vaapi, final encoder: vaapi` | **PASS.** Hardware in **both** directions. This is the pass condition. |
+| `hardware transcoding: using zero-copy transcoding` | Best case — frames never round-trip through the CPU. Observed on prod 2026-10-02. |
+| `hardware transcoding: final decoder: , final encoder: ` (both empty) | It **fell back to software** for that session. |
+| no matching line at all | No transcode has been attempted since the log rolled — force one (below), then look again. Absence is not a failure. |
+
+The 2026-10-02 reading on prod, in full, for the shape to recognise:
+
+```
+Codecs: hardware transcoding: testing API vaapi for device '/dev/dri/renderD128'
+                              (Intel CoffeeLake-S GT2 [UHD Graphics 630])
+hardware transcoding: using hardware decode accelerator vaapi
+hardware transcoding: zero-copy support present
+hardware transcoding: using zero-copy transcoding
+hardware transcoding: final decoder: vaapi, final encoder: vaapi
+```
+
+To make a line appear, start a playback that **forces a transcode**: a client that cannot
+direct-play the source, or an explicitly lower quality. Direct Play / Direct Stream never reaches
+the transcoder and logs nothing.
+
+### Three things to get right about that command
+
+1. **Always keep the `sed`.** `Plex Media Server.log` carries API URLs containing
+   **`X-Plex-Token=…`**, a live plex.tv credential. Any output that might land in a ticket, a
+   transcript or a chat window must be redacted — CLAUDE.md §6, and a credential has already been
+   leaked into a transcript in this repo exactly this way. The redacting form above is the form to
+   copy; do not "simplify" the pipe out of it.
+2. **`Plex Transcoder Statistics.log` is the WRONG FILE.** The name is irresistible and someone will
+   reach for it. It holds XML `<Variant .../>` session records — **not** ffmpeg/VAAPI output. There
+   is no decoder/encoder verdict anywhere in it. The file you want is `Plex Media Server.log`.
+3. `grep -a` is deliberate: the log carries occasional non-UTF-8 bytes, and without `-a` GNU grep
+   reports "binary file matches" and prints nothing — which reads exactly like "no hardware
+   transcoding".
+
+### Secondary and unreliable: the Plex dashboard
+
+**Dashboard → Activity** *may* label a transcoding session `Transcode (hw)`. If it does, it agrees
+with the log and you are done. **If it does not, that proves nothing at all** — measured 2026-10-02:
+hardware transcoding active and zero-copy, dashboard silent. Never conclude "software transcoding"
+from the dashboard and never open an investigation on its say-so. Kept here only because it is the
+fastest glance available; it is a convenience, **not evidence**.
+
+### Process-level, while a transcode is in flight: the transcoder's argv
+
+This shows Plex *requesting* hardware, as distinct from reporting it afterwards. Get a shell in the
+pod (if `-it` has no TTY under `dev.sh run`, wrap each line in `sh -c "…"` instead):
 
 ```
 infra/devcontainer/dev.sh run bash -c \
-  'kubectl --context k3s-prod -n plex exec deploy/plex -- \
-     sh -c "grep -i -m20 -e hardware -e vaapi -e hwdevice \
-     \"/config/Library/Application Support/Plex Media Server/Logs/Plex Media Server.log\""'
+  'kubectl --context k3s-prod -n plex exec -it deploy/plex -- sh'
 ```
 
-Treat those strings as advisory: they are Plex's, not this repo's, and they move between versions.
-Absence of a match is **not** evidence of software transcoding; a VA-API device open is good evidence
-of hardware. The dashboard remains the verdict.
+then, inside the pod:
+
+```
+ps -eo pid,user,comm | grep -i transcoder
+tr '\0' ' ' < /proc/<transcoder-pid>/cmdline | grep -oE '(-hwaccel[a-z_]*|vaapi|renderD[0-9]+)'
+```
+
+`-hwaccel`, `-hwaccel_device`, `vaapi`, `renderD128` present ⇒ Plex is asking for hardware. Keep the
+`grep -oE`: the raw argv contains media paths and session identifiers you do not want in a
+transcript. This only works while a session is actually transcoding.
+
+### Documented false lead: scanning `/proc/*/fd` for a holder of `renderD128`
+
+**It returns nothing even when hardware transcoding is working.** Measured 2026-10-02: a
+`/proc/*/fd` sweep inside the pod found **no** process holding `/dev/dri/renderD128`, while the log
+showed `final decoder: vaapi, final encoder: vaapi` for sessions either side of the scan. Transcode
+sessions are **short** and the scan landed in a gap between two of them. An empty fd scan is a
+**timing artefact, not a finding** — do not report it as evidence of software transcoding, and do
+not escalate on it. Use the argv check above (which has the same timing constraint but tells you
+something when it does catch a session), or just read the log, which is retrospective and therefore
+does not care about timing.
+
+### Why there is no alert — this half was always right
+
+`catalog/plex.yaml` declares no `metricsEndpoint`, so Plex renders **no ServiceMonitor at all** —
+there is no scrape, no transcode-mode metric, and therefore no alert that could fire. Do not open
+work to "alert on software-transcode fallback": with no metric behind it such a rule would be
+permanently inert, and this repo has already been burned at scale by rules that evaluated against
+nothing while looking like coverage (`runbooks/README.md`, "Alerts you should not trust the silence
+of"). If that gap is ever worth closing, the honest order is a real exporter first and a rule
+second.
 
 ## Likely causes, most likely first
 
-When the dashboard still says plain `Transcode`:
+When the **log** says it fell back to software — `final decoder: , final encoder: ` with both
+fields empty. (Not when the dashboard is quiet: the dashboard's silence means nothing, see "How to
+verify".)
 
-1. **The toggle is off.** Overwhelmingly the most likely answer, and the reason this page exists.
-   First-command #4 returns `ABSENT` or `="0"`. Remedy: the manual step above. Check this **before**
-   investigating anything technical.
+1. **The toggle is off.** Historically the most likely answer and the reason this page exists. It was
+   ticked on 2026-10-02 and should stay ticked, but a `/config` restore or a stray UI save can unset
+   it. Remedy: the manual step above. **Do not diagnose this from a missing
+   `HardwareAcceleratedCodecs`** — see first-command #4; only `="0"` is conclusive, and the log line
+   `hardware transcoding: enabled` is the real signal that the toggle took.
 
 2. **The device cannot be `open()`ed — the plugin's cgroup allow rule did not arrive.** Symptom:
    first-command #3 shows `renderD128` present and correctly owned, and the open returns
@@ -276,13 +374,27 @@ When the dashboard still says plain `Transcode`:
 4. **The image changed under you.** See "The floating-image caveat". A `:latest` pull can remove the
    mechanism this feature leans on with no commit in this repo.
 
-5. **The session was never transcoding.** Direct Play / Direct Stream never touches the transcoder, so
-   `Transcode (hw)` cannot appear. Confirm the session actually says `Transcode` before treating it as
-   a hardware failure.
+5. **The session was never transcoding.** Direct Play / Direct Stream never reaches the transcoder,
+   so no `hardware transcoding:` line is written for it at all. An *absent* line is this, not a
+   failure — confirm a transcode actually happened before treating anything as a hardware fault.
 
-6. **The source needs a codec Quick Sync on this generation cannot handle** — e.g. AV1 decode, which
-   Coffee Lake's UHD 630 has no engine for. Plex falls back to software *per stream*. Symptom: some
-   sessions show `(hw)` and others do not. Not a fault.
+6. **The *source* codec may be one this iGPU cannot decode — HYPOTHESIS, not a confirmed
+   diagnosis.** The symptom that points here is fallback on **particular titles** while other
+   sessions are hardware. Measured on prod 2026-10-02, *between* two fully hardware sessions, one
+   session logged:
+
+   ```
+   hardware transcoding: enabled, but no hardware decode accelerator found
+   hardware transcoding: final decoder: , final encoder:
+   ```
+
+   The platform was demonstrably working either side of it, so the likely explanation is the **file**,
+   not the cluster: UHD 630's media engine decodes H.264, HEVC 8-bit and 10-bit, and VP9 — but **not
+   AV1**, and not 10-bit 4:2:2 HEVC. **This was NOT verified against that particular title.** It is
+   inferred from the hardware's capability set and is written here as the lead to check first, not as
+   a finding. So: fallback on *all* files is a platform problem (causes 1-4); fallback on *some*
+   files, check the source codec before suspecting the device, and expect occasional legitimate
+   per-title fallbacks to be normal rather than a fault.
 
 ## Plex will not schedule
 
@@ -360,19 +472,30 @@ infra/devcontainer/dev.sh run bash -c \
 ```
 
 `45-plex-hw-transcode-and-connected-tuner` still present ⇒ the group mechanism is still the one
-described here. Gone or renamed ⇒ stop and re-measure. In particular the "no `supplementalGroups`
-needed" conclusion in `catalog/plex.yaml` and `schemas/renderer-contract.md` is only true while that
-hook exists.
+described here: the hook reads the injected device's **own** ownership, which under the device plugin
+is `root:root`, so it resolves GID `0` (see "When to escalate or stop"). Gone or renamed ⇒ stop and
+re-measure. In particular the "no `supplementalGroups` needed" conclusion in `catalog/plex.yaml` and
+`schemas/renderer-contract.md` is only true while that hook exists.
 
 ## When to escalate or stop
 
 - **Do not add `supplementalGroups` or a `podSecurityContext` to `catalog/plex.yaml`.** It would be
-  **inert**, and it would mislead the next person. Measured in-container 2026-09-30: the image's
-  `cont-init.d` hook stats each `/dev/dri` char device and `usermod -a -G`s the `plex` user into its
-  group *inside* the container, and the service then execs via `s6-setuidgid plex`, which **replaces**
-  the process group list from `/etc/group` rather than appending — `Plex Media Server` runs with
-  `Groups: 100 1000`, root's gid `0` (which PID 1 does hold) gone. Anything Kubernetes supplies is
+  **inert**, and it would mislead the next person. The image's `cont-init.d` hook stats each
+  `/dev/dri` char device and `usermod -a -G`s the `plex` user into **that device's** group, inside
+  the container; the service then execs via `s6-setuidgid plex`, which **rebuilds** the process group
+  list from `/etc/group` rather than appending to it. Anything Kubernetes supplies is therefore
   discarded before Plex starts. `render.py --selftest` asserts that absence deliberately.
+- **GID `992` is a hostPath-era number — do not expect it, and do not read the root group as a
+  defect.** Under the device plugin the injected `/dev/dri/renderD128` arrives **`root:root`**, so
+  the hook resolves GID **`0`** and adds `plex` to the **root group**. Measured 2026-10-02:
+  `Plex Media Server` runs with `Groups: 0 100 1000`, and `id plex` reports
+  `groups=1000(plex),0(root),100(users)`. Under the old hostPath the device was `root:render`
+  (GID 992 on these nodes) and the reading was `Groups: 44 100 992 1000`. **992 is now irrelevant**:
+  if any page, comment or older handoff tells you to expect it, that text is stale and the system
+  you are looking at is working. The root-group membership is an inherent property of the plugin's
+  `DeviceSpec` — it injects the host device with its host ownership — **not** a defect, and **not** a
+  reason to reintroduce `supplementalGroups`, which would still be a no-op for the reason in the
+  bullet above.
 - **Do not reach for `privileged: true`.** Kyverno `restrict-host-namespaces` is Enforce and will
   reject it — and it would not help: `uid 0` failed the same `open()` in the 2026-09-30 measurement,
   because root does not bypass the cgroup device gate.
@@ -390,7 +513,8 @@ hook exists.
   watch state (`policy: daily-offcluster`). The transcode toggle is one preference, not a reason to
   lose the DB.
 - **Stop and get the operator** if the device cannot be opened from the pod as uid 1000 (cause #2
-  confirmed) *under the current mechanism*. The next step is a platform change in
+  confirmed) *under the current mechanism* — note that this open **passed** on 2026-10-02
+  (`RW-OPEN-OK` as uid 1000 via `s6-setuidgid plex`), so a failure now is a regression. The next step is a platform change in
   `platform/intel-gpu-plugin/`, with its own PR, not more poking at this workload.
 
 ## Known gaps, deliberately not fixed here
@@ -413,10 +537,25 @@ Recorded so they are findable, and so nobody assumes they were overlooked:
 
 ---
 Source of truth: `runbooks/plex-quicksync.md`. Index: `/runbooks/`
-The node measurements (all three prod nodes) and the in-container image measurements cited here were
-taken **2026-09-30** against `plexinc/pms-docker` digest `sha256:e0ab27395614…`
-(`plexmediaserver 1.43.4.10903`). The `EPERM` open measurements, the `Groups: 44 100 992 1000`
-reading and the `gpu.intel.com/i915: 1` allocatable/DaemonSet readings were taken **2026-10-01**.
-Hardware transcoding has **still not been observed working**: the open test has not been re-run under
-the device-plugin mechanism (it cannot be, until that merges and Flux reconciles), and the Plex-side
-toggle is still unset.
+
+**Hardware transcoding is CONFIRMED WORKING on prod, measured 2026-10-02.** From
+`Plex Media Server.log` in the running pod: API `vaapi` on `/dev/dri/renderD128`
+(`Intel CoffeeLake-S GT2 [UHD Graphics 630]`), `using hardware decode accelerator vaapi`,
+`zero-copy support present`, `using zero-copy transcoding`, and
+`final decoder: vaapi, final encoder: vaapi`. Also measured in the same pod: `RW-OPEN-OK` opening
+`/dev/dri/renderD128` as uid 1000 via `s6-setuidgid plex`; the pod spec carrying
+`{"limits":{"gpu.intel.com/i915":"1"},"requests":{"gpu.intel.com/i915":"1"}}`; `Groups: 0 100 1000`
+and `id plex` → `groups=1000(plex),0(root),100(users)`; and `HardwareDevicePath` present in
+`Preferences.xml` while `HardwareAcceleratedCodecs` was absent from all 27 attributes.
+
+Earlier readings, kept for provenance and **superseded** where they conflict: the node measurements
+(all three prod nodes) and the in-container image measurements taken **2026-09-30** against
+`plexinc/pms-docker` digest `sha256:e0ab27395614…` (`plexmediaserver 1.43.4.10903`); the hostPath
+`EPERM` open results and the `Groups: 44 100 992 1000` / GID-992 group reading, **2026-10-01, under
+the hostPath mechanism that no longer exists**; and the `gpu.intel.com/i915: 1` allocatable and
+`intel-gpu-plugin` DaemonSet readings, **2026-10-01**.
+
+What this page still does **not** establish: that any particular title's software fallback was caused
+by its source codec (cause 6 is an unverified hypothesis), and that Plex's dashboard *ever* labels a
+session `Transcode (hw)` on this deployment — it has not been observed doing so, which is exactly why
+the log is now the primary check.