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[Bug][Prod][GPU] #553 is CLOSED but the fix never reached production — quiz-generation still on SERVER's 8GB card, 13h and counting #582

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opened 2026-07-14 20:01:01 +00:00 by spikerj · 6 comments
spikerj commented 2026-07-14 20:01:01 +00:00
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QA Team — sweep 2026-07-14 ~20:15Z. Filed against closed #553 (quiz-generation silently degrades ALL quizzes, closed 2026-07-14 14:06).

#553 is closed. The board says quiz generation is fixed. It is not. The live service is still running the exact configuration that caused the bug.

Live state, right now

$ docker service inspect spikersoft-quiz-generation_quiz-generation
  placement = [node.hostname == SERVER]      <-- the 8 GB card
  Storage__UseS3 present: 0                  <-- no MinIO self-provisioning
  mounts: /mnt/fusionio/spikersoft/ai -> /app/ai   <-- the SERVER-only bind is back
$ docker service ps ...
  running on: SERVER (Running 13 hours ago)

That is the pre-#553 configuration verbatim. LLamaSharp loads the GGUF in-process, so a 13.49 GB dual-model footprint on an 8 GB card cannot load — which is the whole of #553.

Why it regressed

The #553 fix was applied to the running service (docker service update) and never written back to the stack file. A docker stack deploy at 17:39Z reverted every part of it. This is AGENTS.md non-negotiable #1 in the infrastructure repo, exactly as written:

CI does NOT git pull that checkout — sync it before expecting a stack-file change to deploy.

A live-only service update is not a fix. It is a fix that lasts until the next deploy.

What has since landed (and what is still missing)

status
Backend code fix (retry-not-degrade, loud DLQ) — PR #272 ✅ merged
Infra stack file (4090 pin, drop bind, add Storage__UseS3) — spikersoft-infrastructure#81 ✅ merged
CI passes METADATA_S3_SECRET_KEY to the deploy — backend PR #281 ⏳ open
/mnt/infrastructure synced + stack redeployed ❌ not done — this is the gap

Merging the stack file does not deploy it. Nothing will change until someone syncs the checkout on dreamstream1 and redeploys.

Do NOT deploy before PR #281 merges

The #81 stack file references ${METADATA_S3_SECRET_KEY}, but the quiz-generation workflow's deploy step never sets it. docker stack deploy does not honor Compose's ${VAR:?msg} — an unset variable is substituted with the empty string and the deploy exits 0. Since #81 also removed the /app/ai bind, deploying today would put the worker on the right card with an empty S3 secret and no local fallback: it would start, fetch no weights, and fail every model load. Strictly worse than the current breakage.

PR #281 adds the same non-empty guard image-description / metadata-extractor / file-movement already use.

Correct order

  1. Merge backend PR #281.
  2. On dreamstream1: cd /mnt/infrastructure && git pull
  3. cd spikersoft-quiz-generation && sudo METADATA_S3_SECRET_KEY=<metadata-svc key> docker stack deploy --with-registry-auth -c docker-stack.yml spikersoft-quiz-generation — or just re-run the Quiz Generation workflow once #281 is in, which injects the secret for you.
  4. Verify: placement is node.labels.artpipe-gpu == true, the service lands on the 4090, and the first quiz downloads its weights from the MinIO ai-models bucket.

Why this is worth its own ticket rather than reopening #553

#553's diagnosis was right and its code fix shipped. What failed is the deployment half — and that failure is invisible from the board, because the ticket is green. Nothing currently tracks "the fix exists in git but not in production." Until step 4 above is verified, every quiz request still fails — loudly now (thanks to #272) rather than silently, which is an improvement, but it still fails.

Related: closed #553; PR #272 (merged); spikersoft-infrastructure#81 (merged); backend PR #281 (open); #527 (MinIO model self-provisioning).

**QA Team** — sweep 2026-07-14 ~20:15Z. Filed against **closed #553** (*quiz-generation silently degrades ALL quizzes*, closed 2026-07-14 14:06). #553 is closed. The board says quiz generation is fixed. **It is not.** The live service is still running the exact configuration that caused the bug. ## Live state, right now ``` $ docker service inspect spikersoft-quiz-generation_quiz-generation placement = [node.hostname == SERVER] <-- the 8 GB card Storage__UseS3 present: 0 <-- no MinIO self-provisioning mounts: /mnt/fusionio/spikersoft/ai -> /app/ai <-- the SERVER-only bind is back $ docker service ps ... running on: SERVER (Running 13 hours ago) ``` That is the pre-#553 configuration verbatim. LLamaSharp loads the GGUF **in-process**, so a 13.49 GB dual-model footprint on an 8 GB card cannot load — which is the whole of #553. ## Why it regressed The #553 fix was applied to the **running service** (`docker service update`) and never written back to the stack file. A `docker stack deploy` at 17:39Z reverted every part of it. This is AGENTS.md non-negotiable #1 in the infrastructure repo, exactly as written: > CI does NOT `git pull` that checkout — sync it before expecting a stack-file change to deploy. A live-only `service update` is not a fix. It is a fix that lasts until the next deploy. ## What has since landed (and what is still missing) | | status | |---|---| | Backend code fix (retry-not-degrade, loud DLQ) — PR #272 | ✅ merged | | Infra stack file (4090 pin, drop bind, add Storage__UseS3) — spikersoft-infrastructure#81 | ✅ merged | | CI passes METADATA_S3_SECRET_KEY to the deploy — backend PR #281 | ⏳ **open** | | `/mnt/infrastructure` synced + stack redeployed | ❌ **not done — this is the gap** | **Merging the stack file does not deploy it.** Nothing will change until someone syncs the checkout on dreamstream1 and redeploys. ## Do NOT deploy before PR #281 merges The #81 stack file references `${METADATA_S3_SECRET_KEY}`, but the quiz-generation workflow's deploy step never sets it. `docker stack deploy` does **not** honor Compose's `${VAR:?msg}` — an unset variable is substituted with the **empty string and the deploy exits 0**. Since #81 also removed the `/app/ai` bind, deploying today would put the worker on the right card with an empty S3 secret **and no local fallback**: it would start, fetch no weights, and fail every model load. Strictly worse than the current breakage. PR #281 adds the same non-empty guard `image-description` / `metadata-extractor` / `file-movement` already use. ## Correct order 1. Merge backend PR **#281**. 2. On dreamstream1: `cd /mnt/infrastructure && git pull` 3. `cd spikersoft-quiz-generation && sudo METADATA_S3_SECRET_KEY=<metadata-svc key> docker stack deploy --with-registry-auth -c docker-stack.yml spikersoft-quiz-generation` — or just re-run the Quiz Generation workflow once #281 is in, which injects the secret for you. 4. Verify: placement is `node.labels.artpipe-gpu == true`, the service lands on the **4090**, and the first quiz downloads its weights from the MinIO `ai-models` bucket. ## Why this is worth its own ticket rather than reopening #553 #553's *diagnosis* was right and its *code* fix shipped. What failed is the deployment half — and that failure is invisible from the board, because the ticket is green. Nothing currently tracks "the fix exists in git but not in production." Until step 4 above is verified, **every quiz request still fails** — loudly now (thanks to #272) rather than silently, which is an improvement, but it still fails. Related: closed #553; PR #272 (merged); spikersoft-infrastructure#81 (merged); backend PR #281 (open); #527 (MinIO model self-provisioning).
spikerj commented 2026-07-14 20:06:21 +00:00
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QA Team — update, 2026-07-14 ~20:30Z.

Step 1 is done: PR #281 is merged. The quiz-generation deploy now passes METADATA_S3_SECRET_KEY and refuses to deploy if it is empty, so the "deploys successfully with an empty secret and no local bind" trap this ticket warned about is closed. It is now safe to deploy.

But merging #281 did not deploy anything, and it cannot. The service is untouched:

placement = [node.hostname == SERVER]     (unchanged)
updated   = 2026-07-14 19:24:05Z          (unchanged — before #281 merged)
running on: SERVER

The reason is worth knowing, because it is not obvious and it is now filed separately as #583: spikersoft-quiz-generation.yml does not list its own path in its trigger paths:, so a PR that changes only that workflow file triggers nothing. Verified on the merge commit — zero Quiz Generation runs fired, only SonarQube (the one workflow with no path filter). The fix for the deploy is merged and inert.

So the remaining steps have not moved, and re-running CI will not do it for you unless you dispatch it explicitly:

  1. Merge PR #281 ✅ done
  2. On dreamstream1: cd /mnt/infrastructure && git pull ← still outstanding
  3. Deploy — either by hand, or via workflow_dispatch on the Quiz Generation workflow (it has one; a normal push will not fire it for a workflow-only change). Dispatching is the better route: CI injects the secret so nobody has to handle METADATA_S3_SECRET_KEY by hand.
  4. Verify: placement becomes node.labels.artpipe-gpu == true, the task lands on the 4090, and the first quiz pulls its weights from the MinIO ai-models bucket.

Production is unchanged: quiz-generation is still on the 8 GB card, and every quiz request still fails.

**QA Team** — update, 2026-07-14 ~20:30Z. **Step 1 is done: PR #281 is merged.** The quiz-generation deploy now passes `METADATA_S3_SECRET_KEY` and refuses to deploy if it is empty, so the "deploys successfully with an empty secret and no local bind" trap this ticket warned about is closed. It is now safe to deploy. **But merging #281 did not deploy anything, and it cannot.** The service is untouched: ``` placement = [node.hostname == SERVER] (unchanged) updated = 2026-07-14 19:24:05Z (unchanged — before #281 merged) running on: SERVER ``` The reason is worth knowing, because it is not obvious and it is now filed separately as **#583**: `spikersoft-quiz-generation.yml` does not list **its own path** in its trigger `paths:`, so a PR that changes only that workflow file triggers nothing. Verified on the merge commit — zero Quiz Generation runs fired, only SonarQube (the one workflow with no path filter). The fix for the deploy is merged **and inert**. So the remaining steps have not moved, and re-running CI will not do it for you unless you dispatch it explicitly: 1. ~~Merge PR #281~~ ✅ **done** 2. On dreamstream1: `cd /mnt/infrastructure && git pull` ← **still outstanding** 3. Deploy — either by hand, or via **`workflow_dispatch`** on the Quiz Generation workflow (it has one; a normal push will not fire it for a workflow-only change). Dispatching is the better route: CI injects the secret so nobody has to handle `METADATA_S3_SECRET_KEY` by hand. 4. Verify: placement becomes `node.labels.artpipe-gpu == true`, the task lands on the **4090**, and the first quiz pulls its weights from the MinIO `ai-models` bucket. Production is unchanged: quiz-generation is still on the 8 GB card, and every quiz request still fails.
spikerj commented 2026-07-14 20:12:14 +00:00
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QA Team — correcting my own previous note, 2026-07-14 ~20:45Z. The root cause is now identified: #584.

In my last comment I said a normal push would not redeploy quiz-generation and suggested workflow_dispatch. That was wrong, and the advice would not have worked.

Quiz Generation deploys have been running fine. Three of them have succeeded today, all after infra #81 merged at 18:33:23Z:

run#5675  success  master
run#5677  success  master
run#5683  success  master

And the service is still pre-#81 (SERVER pin, /app/ai bind, no Storage__UseS3, updated 19:24Z). Dispatching a fourth deploy would have produced a fourth green run and changed nothing.

Why: the deploy job does cd /mnt/infrastructure/spikersoft-quiz-generation && docker stack deploy — and it never git pulls that checkout. It deploys whatever revision is on dreamstream1's disk, which predates #81, and exits 0. 28 of 29 backend deploy jobs have this bug (#584); artpipe-processor is the only one that pulls first.

So every "successful" quiz-generation deploy since 18:33Z has been faithfully re-applying the broken stack file. The CI is not failing to deploy the fix — it is successfully deploying the old config, on repeat.

Corrected remaining steps:

  1. Merge PR #281 ✅ done (the empty-secret guard is in — that part was real and still needed).
  2. git -C /mnt/infrastructure pull --ff-only on dreamstream1. This is the actual blocker, and nothing in CI will do it for you.
  3. Then deploy — a push or a workflow_dispatch both work once the checkout is current.
  4. Verify placement flips to node.labels.artpipe-gpu == true and the task lands on the 4090.

Without step 2, steps 3 and 4 are a no-op no matter how they are triggered.

Note #583 (workflows not self-triggering) is still a real bug, but it is not what is blocking this one — I conflated the two. #584 is the blocker.

**QA Team** — correcting my own previous note, 2026-07-14 ~20:45Z. **The root cause is now identified: #584.** In my last comment I said a normal push would not redeploy quiz-generation and suggested `workflow_dispatch`. **That was wrong, and the advice would not have worked.** Quiz Generation deploys have been running fine. **Three of them have succeeded today**, all after infra #81 merged at 18:33:23Z: ``` run#5675 success master run#5677 success master run#5683 success master ``` And the service is *still* pre-#81 (SERVER pin, `/app/ai` bind, no `Storage__UseS3`, updated 19:24Z). Dispatching a fourth deploy would have produced a fourth green run and changed nothing. **Why:** the deploy job does `cd /mnt/infrastructure/spikersoft-quiz-generation && docker stack deploy` — and it **never `git pull`s that checkout**. It deploys whatever revision is on dreamstream1's disk, which predates #81, and exits 0. 28 of 29 backend deploy jobs have this bug (**#584**); `artpipe-processor` is the only one that pulls first. So every "successful" quiz-generation deploy since 18:33Z has been faithfully re-applying the broken stack file. The CI is not failing to deploy the fix — it is successfully deploying the *old* config, on repeat. **Corrected remaining steps:** 1. ~~Merge PR #281~~ ✅ done (the empty-secret guard is in — that part was real and still needed). 2. **`git -C /mnt/infrastructure pull --ff-only` on dreamstream1.** This is the actual blocker, and nothing in CI will do it for you. 3. Then deploy — a push or a `workflow_dispatch` both work once the checkout is current. 4. Verify placement flips to `node.labels.artpipe-gpu == true` and the task lands on the **4090**. Without step 2, steps 3 and 4 are a no-op no matter how they are triggered. Note **#583** (workflows not self-triggering) is still a real bug, but it is *not* what is blocking this one — I conflated the two. #584 is the blocker.
spikerj commented 2026-07-14 20:17:27 +00:00
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QA Team — 2026-07-14 ~21:00Z. Deployed and verified. This is fixed.

/mnt/infrastructure was synced and the stack redeployed at 20:12:26Z. Verified against the live service, not the stack file:

$ docker service inspect spikersoft-quiz-generation_quiz-generation
  placement = [node.labels.artpipe-gpu == true]     ✅ was: node.hostname == SERVER
  Storage__UseS3    = true                          ✅ was: absent
  Storage__AccessKey = metadata-svc                 ✅
  Storage__ServiceUrl = https://minio.spikersoft.com ✅
  mounts:
    quiz-generation-models -> /tmp/spikersoft-ai-models   ✅ weights cache
    (no /mnt/fusionio/spikersoft/ai bind)                 ✅ SERVER-only bind gone

$ docker service ps ...
  4090   | Running 2 minutes ago        ✅
  SERVER | Shutdown 2 minutes ago       ✅ moved off the 8 GB card

Startup on the 4090 is clean (20:11:56Z): Serilog / Telemetry / MongoDB / RabbitMQ / HealthChecks / GPU Scheduling: True, RabbitMQ connected on attempt 1, generation.process bound, DLQ enabled: True, listening on :8081.

The worker is on the right card, with the right lease lane, self-provisioning its weights from the MinIO ai-models bucket instead of a SERVER-local bind. The condition that caused #553 — a 13.49 GB dual-model footprint on an 8 GB card — no longer exists.

Remaining caveat, deliberately not closing this myself: no quiz has been requested since the move, so the model-load path has not executed on the new placement. The proof that #553 is truly dead is one successful quiz on the 4090 (weights pulled from MinIO, questions returned). Worth running one book through before closing.

Two things surfaced by this deploy, filed separately:

  • #584 — the root cause of why this sat broken for two hours despite three green deploys: 28 of 29 deploy jobs never git pull /mnt/infrastructure, so they redeploy stale stack files and exit 0. Still open; this will happen again to the next stack-file change.
  • #585 — the startup log shows Redis: False, which led to finding that book embeddings are write-only in production: RedisVectorSearchService is registered nowhere, quiz-gen has EnableRAG=false and no redis network, so the ~18 s/page of GPU spent on embeddings feeds an index nothing reads. That also means closed #565's fix landed in a class that is never instantiated.
**QA Team** — 2026-07-14 ~21:00Z. **Deployed and verified. This is fixed.** `/mnt/infrastructure` was synced and the stack redeployed at **20:12:26Z**. Verified against the live service, not the stack file: ``` $ docker service inspect spikersoft-quiz-generation_quiz-generation placement = [node.labels.artpipe-gpu == true] ✅ was: node.hostname == SERVER Storage__UseS3 = true ✅ was: absent Storage__AccessKey = metadata-svc ✅ Storage__ServiceUrl = https://minio.spikersoft.com ✅ mounts: quiz-generation-models -> /tmp/spikersoft-ai-models ✅ weights cache (no /mnt/fusionio/spikersoft/ai bind) ✅ SERVER-only bind gone $ docker service ps ... 4090 | Running 2 minutes ago ✅ SERVER | Shutdown 2 minutes ago ✅ moved off the 8 GB card ``` Startup on the 4090 is clean (20:11:56Z): Serilog / Telemetry / MongoDB / RabbitMQ / HealthChecks / **GPU Scheduling: True**, RabbitMQ connected on attempt 1, `generation.process` bound, `DLQ enabled: True`, listening on :8081. The worker is on the right card, with the right lease lane, self-provisioning its weights from the MinIO `ai-models` bucket instead of a SERVER-local bind. The condition that caused #553 — a 13.49 GB dual-model footprint on an 8 GB card — no longer exists. **Remaining caveat, deliberately not closing this myself:** no quiz has been *requested* since the move, so the model-load path has not executed on the new placement. The proof that #553 is truly dead is one successful quiz on the 4090 (weights pulled from MinIO, questions returned). Worth running one book through before closing. Two things surfaced by this deploy, filed separately: - **#584** — the root cause of why this sat broken for two hours despite three green deploys: 28 of 29 deploy jobs never `git pull` `/mnt/infrastructure`, so they redeploy stale stack files and exit 0. Still open; this will happen again to the next stack-file change. - **#585** — the startup log shows `Redis: False`, which led to finding that book embeddings are **write-only in production**: `RedisVectorSearchService` is registered nowhere, quiz-gen has `EnableRAG=false` and no `redis` network, so the ~18 s/page of GPU spent on embeddings feeds an index nothing reads. That also means closed **#565**'s fix landed in a class that is never instantiated.
spikerj commented 2026-07-14 20:48:34 +00:00
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QA Team — update: the placement half of this ticket is RESOLVED, but do not close it yet.

Infra #81 merged and deployed at 2026-07-14 20:11 UTC. Verified live on the swarm:

$ docker service inspect spikersoft-quiz-generation_quiz-generation
  placement constraints : ['node.labels.artpipe-gpu == true']
$ docker service ps ...
  node=4090   Running 33 minutes ago

The worker is off SERVER's 8 GB card and onto the 4090. The symptom this ticket was opened for is gone — #553's fix has reached production.

However, the same deploy shipped a new, worse defect, so this ticket should not be closed as a plain success:

Storage__SecretKey was substituted as the empty string, and #81 also removed the /mnt/fusionio/spikersoft/ai:/app/ai:ro bind that used to serve as the local fallback. The worker therefore has no weights, no fallback, and no credential to fetch weights with — while reporting 1/1 healthy and actively consuming generation.process. The models volume is empty (4.0K).

docker stack deploy substitutes an unset variable with the empty string and exits 0, so nothing surfaced this.

Tracked in full at #592. Suggest closing this ticket once #592 is fixed and a quiz actually completes end-to-end, so the two halves are verified together rather than declaring victory on placement alone.

Correcting my own earlier note on this ticket for the record: I previously suggested a workflow_dispatch re-run would redeploy quiz-generation. That was wrong — three deploys had already run green against a stale stack file (root cause #584: CI never git pulls /mnt/infrastructure). The fix landed only once the stack file itself was updated and deployed.

**QA Team — update: the placement half of this ticket is RESOLVED, but do not close it yet.** Infra **#81 merged and deployed at 2026-07-14 20:11 UTC**. Verified live on the swarm: ``` $ docker service inspect spikersoft-quiz-generation_quiz-generation placement constraints : ['node.labels.artpipe-gpu == true'] $ docker service ps ... node=4090 Running 33 minutes ago ``` The worker is off SERVER's 8 GB card and onto the 4090. **The symptom this ticket was opened for is gone** — #553's fix has reached production. **However, the same deploy shipped a new, worse defect**, so this ticket should not be closed as a plain success: `Storage__SecretKey` was substituted as the **empty string**, and #81 also removed the `/mnt/fusionio/spikersoft/ai:/app/ai:ro` bind that used to serve as the local fallback. The worker therefore has no weights, no fallback, and no credential to fetch weights with — while reporting **1/1 healthy** and actively consuming `generation.process`. The models volume is empty (4.0K). `docker stack deploy` substitutes an unset variable with the empty string and **exits 0**, so nothing surfaced this. Tracked in full at **#592**. Suggest closing this ticket once #592 is fixed and a quiz actually completes end-to-end, so the two halves are verified together rather than declaring victory on placement alone. --- Correcting my own earlier note on this ticket for the record: I previously suggested a `workflow_dispatch` re-run would redeploy quiz-generation. That was wrong — three deploys had already run green against a stale stack file (root cause #584: CI never `git pull`s `/mnt/infrastructure`). The fix landed only once the stack file itself was updated and deployed.
spikerj commented 2026-07-22 04:02:22 +00:00
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Board-sweep status (2026-07-22): the root-cause chain this ticket exposed is merged — 12810b93 (#584: deploy jobs pull /mnt/infrastructure and log the deployed revision; its body names #582 as the motivating failure) plus the e4b7845f reopen fix (#584/#615: sudo the pull). Correction after cross-checking #615, though: the pull STILL never succeeds — sudo fixed the permission error but root has no git credentials (could not read Username for 'https://git.spikersoft.com', per #615's 2026-07-17 comment), and current master still carries the bare sudo git pull || warn fallback. So infra stack changes (including quiz-generation's placement) only ship when someone hand-pulls /mnt/infrastructure. This ticket still needs BOTH: the #615 credential fix landing, and the prod docker service ps verification that quiz-generation sits on the intended GPU node. Leaving open; #602 tracks the same shipped-but-not-live pattern for telemetry.

Board-sweep status (2026-07-22): the root-cause chain this ticket exposed is merged — `12810b93` (#584: deploy jobs pull `/mnt/infrastructure` and log the deployed revision; its body names #582 as the motivating failure) plus the `e4b7845f` reopen fix (#584/#615: sudo the pull). **Correction after cross-checking #615, though: the pull STILL never succeeds** — sudo fixed the permission error but root has no git credentials (`could not read Username for 'https://git.spikersoft.com'`, per #615's 2026-07-17 comment), and current master still carries the bare `sudo git pull || warn` fallback. So infra stack changes (including quiz-generation's placement) only ship when someone hand-pulls `/mnt/infrastructure`. This ticket still needs BOTH: the #615 credential fix landing, and the prod `docker service ps` verification that quiz-generation sits on the intended GPU node. Leaving open; #602 tracks the same shipped-but-not-live pattern for telemetry.
spikerj commented 2026-07-29 15:59:41 +00:00
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Audited against origin/master — the premise has gone stale; this ticket needs restating rather than simply closing or leaving.

The pin was deliberately reverted, and that's now considered correct. spikersoft-quiz-generation/docker-stack.yml:104 is back to node.hostname == SERVER, via ef16e2b (2026-07-23, "two permanent GPU lanes"). The header at :9-16 and the placement comment at :92-103 argue this is safe now because backend PR #467 (#367 U2) routes leases against the requester's own node, so the pin-vs-lease mismatch that caused #553 cannot recur. The original move to artpipe-gpu (0756198, 2026-07-14) was superseded, not lost.

So "quiz-generation is on SERVER" is no longer evidence of the bug — it's the intended design. What this ticket is really asking now is whether the deployed service matches the intended lane.

Other config side is in order: empty-secret guard at .gitea/workflows/spikersoft-quiz-generation.yml:102-105 (refuses to deploy on empty METADATA_S3_SECRET_KEY); Storage__UseS3=true at docker-stack.yml:44; no /mnt/fusionio/spikersoft/ai bind; quiz-generation-models weights volume present.

The blocker named in the 2026-07-22 comment is still there verbatim. .gitea/workflows/spikersoft-quiz-generation.yml:109-110:

sudo git -C /mnt/infrastructure pull --ff-only \
  || echo "WARNING: git pull failed — deploying the EXISTING /mnt/infrastructure checkout as-is"

Per #615 (still open, and which I audited today), root has no git credentials, so that pull fails and the deploy proceeds green against a stale checkout. That is why this ticket cannot be settled — the deploy pipeline cannot currently prove it shipped anything.

Remaining:

  1. #615's credential fix — this is the actual dependency.
  2. Live docker service ps spikersoft-quiz-generation_quiz-generation confirming placement matches the intended lane.
  3. One quiz completing end-to-end.

Git cannot prove prod placement; only docker service inspect/ps can. Also flagging that I did not verify #592 (empty Storage__SecretKey), which this ticket's own comment names as a gate on closing it.

Audited against `origin/master` — **the premise has gone stale; this ticket needs restating rather than simply closing or leaving.** **The pin was deliberately reverted, and that's now considered correct.** `spikersoft-quiz-generation/docker-stack.yml:104` is back to `node.hostname == SERVER`, via `ef16e2b` (2026-07-23, "two permanent GPU lanes"). The header at `:9-16` and the placement comment at `:92-103` argue this is safe *now* because backend PR #467 (#367 U2) routes leases against the requester's own node, so the pin-vs-lease mismatch that caused #553 cannot recur. The original move to `artpipe-gpu` (`0756198`, 2026-07-14) was superseded, not lost. So "quiz-generation is on SERVER" is no longer evidence of the bug — it's the intended design. What this ticket is really asking now is whether the *deployed* service matches the intended lane. **Other config side is in order:** empty-secret guard at `.gitea/workflows/spikersoft-quiz-generation.yml:102-105` (refuses to deploy on empty `METADATA_S3_SECRET_KEY`); `Storage__UseS3=true` at `docker-stack.yml:44`; no `/mnt/fusionio/spikersoft/ai` bind; `quiz-generation-models` weights volume present. **The blocker named in the 2026-07-22 comment is still there verbatim.** `.gitea/workflows/spikersoft-quiz-generation.yml:109-110`: ``` sudo git -C /mnt/infrastructure pull --ff-only \ || echo "WARNING: git pull failed — deploying the EXISTING /mnt/infrastructure checkout as-is" ``` Per **#615** (still open, and which I audited today), root has no git credentials, so that pull fails and the deploy proceeds green against a stale checkout. **That is why this ticket cannot be settled** — the deploy pipeline cannot currently prove it shipped anything. **Remaining:** 1. #615's credential fix — this is the actual dependency. 2. Live `docker service ps spikersoft-quiz-generation_quiz-generation` confirming placement matches the intended lane. 3. One quiz completing end-to-end. Git cannot prove prod placement; only `docker service inspect`/`ps` can. Also flagging that I did **not** verify **#592** (empty `Storage__SecretKey`), which this ticket's own comment names as a gate on closing it.
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 sonarqube
Code quality issue surfaced by SonarQube (bug / code smell)
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This won't be fixed
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spikerj (Joseph Spiker)
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Reference: spikerj/spikersoft-issues#582