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bvandeusenandClaude Opus 5 48108a3569 fix: a lane that is OFF was not attributable to itself (4295)
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Operator, 2026-09-23: *"clean up the stale service_seen rows"*.

**They were not stale.** They were phantoms, written on purpose, and they will
come back on every install that turns a lane off — so the rows are the smaller
half of this.

A celery worker was attributed to its lane by the queues it was CONSUMING. A
lane at cap 0 has its consumers cancelled, so it answers `active_queues()`
with an empty list, matches no lane, and is dropped. Three consequences, all
on the operator's screen at once:

1. The lanes table reported the lane **not answering** — the signal for a
   crashed worker, not for one the operator turned off.
2. The roster grew a phantom row named **`Worker ()`** — the empty queue set
   rendered as a display name — shown "running" beside the real lane's row
   going stale, because nothing updated it any more.
3. **The container went unhealthy.** `healthcheck._lanes_ok` requires every
   lane present. ML ships at cap 0, so a fresh install was permanently
   unhealthy and Swarm restarts an unhealthy task forever.

That third one is the severe one, and its docstring asserted the opposite of
what the code did — *"a disabled lane still runs its process with its
consumers cancelled, so it answers inspect and is healthy"*. It answers. It
was not attributed. A comment can be right about the intent and wrong about
the program, and this one had been wrong since the consolidated container
shipped.

`worker_lanes.lane_for_node` attributes by NODE NAME instead: identity travels
with the process rather than with what it happens to be doing.
`gen_supervisord` already sets `CELERY_NODENAME={lane.name}` per program — the
information was there and nothing read it. Falls back to the queue set for a
deployment that names no node, and `docker-compose.yml` now sets one per
service so the multi-service stack gets it too.

The roster keys on the LANE's queue set when the node resolves, which is the
same string the row already had while it was consuming — so an existing row
keeps updating rather than a second one appearing.

Migration 0106 deletes the one key the bug produced, `celery:`. Deliberately
NOT a retention sweep: the roster never forgets on purpose, so a quiet row is
what it is FOR, and only a row that cannot correspond to anything real is safe
to remove. An `agent:agent` row, if one exists, is left alone — nothing here
can tell an abandoned agent id from a second agent that is genuinely down, and
hiding a dead GPU agent is the one thing the roster must not do.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-23 15:21:21 -04:00
bvandeusenandClaude Opus 5 445164c852 feat: one number per lane — the cap — and the autoscaler is the mechanism (4295)
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Operator, 2026-09-23: *"auto should be always on, not a setting, so that idle
instances quiet down when not running. the number that is visible and
something the user can tweak and manage should be the cap itself the number of
running workers is handled by the autoscaling function which is always on."*

They are right, and the reason it was not built this way is worth stating: the
manual dial came first (steps 2-4) and the autoscaler came last (step 7), as
an opt-in BESIDE a control that already existed. Nothing ever asked whether
the dial should still exist once something could move it automatically. Each
step was defensible; the result was three operator settings over one number.

## `slots`, `enabled` and `autoscale` are gone

`slots` was a MEASUREMENT wearing a preference's clothes. How many workers a
lane runs is read live and moved every minute; storing it meant the operator
had to keep two numbers in agreement and the autoscaler had to be told it was
allowed to touch one of them.

`autoscale` gated the mechanism behind a choice, so a lane nobody opted in
never gave its workers back — which is why an idle instance never quieted
down.

`enabled` is derived: a cap of zero means no consumers. "Off" and "may use no
workers" were two spellings of one fact, stored separately, free to disagree.

## Two sweeps become one

`reconcile_lanes_sync` drove the pool to the stored `slots`; `autoscale_lanes_
sync` moved it away from that same number; and most of step 7's hardest
reasoning — a stored value that is a FLOOR, a target of `max(stored, current)`
— existed only to stop them fighting. Delete the stored number and the problem
is not solved, it is absent.

`size_lanes_sync` runs every minute and owns both consumers and pool size. It
also subsumes what the reconcile was for: a worker restarted at its ENV
concurrency is corrected on the next tick rather than after five.

Growth is immediate, shrink is one worker per tick. Deliberately asymmetric —
"always on" is only pleasant if the ramp keeps up, and +1/minute would take
four minutes to answer a burst. Being one worker too large for a minute costs
a sleeping process; being too small costs work not happening. For ML the
asymmetry matters most: every new slot reloads a multi-GB model, so the slow
shrink is what stops a quiet patch from paying that cost again a minute later.

## The caps ship at one, and zero for ML

Per the operator. Conservative on purpose — and a conservative default nobody
knows how to raise is just a slow product, which is the other half of what
they asked for:

    "there needs to be something that tells the user to bump those numbers to
     improve processing rate or they'd never know the controls exist."

So a lane running everything its cap allows while work piles up says so, in
its own row, with the headroom named: *"4,060 waiting and all 1 worker busy.
Raise the cap to run more at once — this machine allows up to 7."*

It fires only when raising the cap would actually help. Not when the lane is
keeping up, not when the sizing pass has room it has not taken, and not at the
machine ceiling — where "raise the cap" is advice nobody can take.

## Migration 0105 rewrites the caps rather than carrying them

The old defaults (4/2/2/1) bounded a manual control and were loose because
moving within them was the ordinary act. The number now means "the most
workers this lane may use", which is a different promise; carrying the old
figure over would quadruple the worker lane on every existing install at the
moment this deploys.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-23 12:48:22 -04:00
bvandeusenandClaude Opus 5 274f7ffe21 ci: the tests gate the publish — ci.yml folds into build.yml
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Operator, 2026-09-23: *"tighten the gate so :dev can't publish on red tests"*,
then *"I don't want failing builds to publish anywhere going forward."*

Run 7348 is the worked example. The backend unit lane went red on `2f8f0bc`
and `build-web` pushed `:dev` in the same minute, because the lanes and the
build were SEPARATE WORKFLOWS on the same push trigger. Neither could see the
other's verdict. `:dev` was a "it built" signal, never a "it passed" one, and
nothing about that was visible from either run.

Two workflows cannot express the gate. A `needs:` edge only exists inside one
graph. So `ci.yml`'s five lanes move into `build.yml` and `ci.yml` is deleted;
`sign-extension`, `build-web` and `build-agent` now need all five.

Nothing here is a new mechanism — it is the same edge that has gated `promote`
since milestone 362 step 4, and it keeps that step's hardest-won property:
**not running is not the same as passing.** `needs` treats a SKIPPED
dependency as unsatisfied, so a lane that silently skips itself blocks the
publish exactly as a failing one does. Run 5290 is why that is worth stating.

Scope, said plainly rather than implied:

- Gated: every image tag (`:dev`, `:latest`, `:c-<sha>`), the weekly base
  refresh, and the `ext-<version>` signed-XPI release asset — `sign-extension`
  publishes too, so it is gated with the rest.
- Not gated, deliberately: `extension.yml` publishes nothing, and
  `release.yml` runs on a `v*` tag, generates notes rather than an artifact,
  and its commit already went through main's gated build.
- `pull_request` (Renovate bumps into `dev`) comes across with the lanes. Its
  runs are the lanes and nothing else, via an `if:` on each publishing job
  rather than an inference from the `needs` chain.

The cost, accepted knowingly: this workflow queues per branch and never
cancels, so on two pushes in quick succession the second's lint feedback waits
out the first's build. A slower red beats a fast red that ships.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-23 11:15:42 -04:00
bvandeusenandClaude Opus 5 b2da3acce9 feat: wait for Postgres and Redis before starting work (4295)
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Operator, 2026-09-23: *"it's a single container that need to connect
successfully to redis and postgres before starting work shouldn't that simply
be a check (with retries) at the start of the container."*

Yes, and the consolidated layout makes it necessary rather than tidy.

Swarm has no ordering primitive — it ignores `depends_on` outright — so every
service in a stack starts at once and this container has always raced its own
database on a cold deploy. The multi-service stack hid how sharp that is: a
`web` task that failed `alembic upgrade head` against a still-initialising
Postgres simply died, and Swarm restarted it until it worked. Nobody ever saw
a problem worth naming.

Consolidation removes that safety net. Each supervisord program gets
`startretries=3`, so three quick failures put the program in FATAL and leave
it there — supervisord keeps running, the container keeps running, and the
application never starts. It would present as a permanently unhealthy
container whose image was fine and whose database merely took twenty seconds
to initialise, which is a miserable thing to debug on a first deploy.

A TCP connect, not a query: the same probe ci.yml's integration lane and the
build smoke already use. It answers the question actually being asked — is
something listening — and cannot fail for a reason that retrying will never
fix. A real query would be a stronger readiness signal and a worse gate,
since a wrong password or a missing database is not transient, and a loop
waiting for one to heal turns a five-second misconfiguration into a
two-minute timeout with a misleading message. Those belong to alembic, which
runs seconds later and says exactly what is wrong.

Targets are derived from the same env the application reads, so the wait
cannot drift from what the app will actually connect to — a gate checking a
different host than the app uses is worse than no gate.

Bounded at 120s (rule 156), reporting every few attempts so `docker logs` on
a waiting container says what it is waiting for. Skipped for `shell`, which
exists precisely for when something else is broken and you want a prompt
rather than a gate.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-23 09:17:58 -04:00
bvandeusenandClaude Opus 5 b09ee87255 fix: supervisorctl could not reach supervisord inside the container (4295)
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The smoke's own diagnostic line printed this for a whole run and passed,
because it was behind `|| true`:

    Error: .ini file does not include supervisorctl section

supervisord was fine. `supervisorctl` simply could not talk to it — the
generated config had no `[unix_http_server]`, `[supervisorctl]` or
`[rpcinterface:supervisor]`.

That is the first tool anyone reaches for when a lane misbehaves in the
consolidated container. `docker exec <c> supervisorctl status` to see which
processes are actually up; `restart ml` to bounce one without taking the
whole application down with it. Consolidation took `docker ps` away as the
way to see the lanes, and this is what replaces it — so shipping without it
would have left an operator with one container, five processes inside it, and
no way to ask about any of them. They are about to run this in production.

The test asserts the three sections AGREE on one socket path rather than
merely existing: a serverurl pointing where nothing listens fails in exactly
the same way and reads as configured.

The smoke's line loses its `|| true`. A diagnostic allowed to fail silently
is one that stops being true without telling anyone — which is precisely what
happened here. It still printed the evidence that something was wrong while
nothing depended on it, which is the argument for printing it at all.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-23 09:09:11 -04:00
bvandeusenandClaude Opus 5 efde3b188f refactor: the image carries its own healthcheck and picks it by role (4295)
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Operator, 2026-09-23: *"why isn't the healthcheck built into the image or
base on what command runs if one is passed in. why is it manually declared in
the stack here."*

No good reason. The container is the only thing that knows what it was asked
to run, and every compose file, stack file and README had to restate it:

    web         -> urllib /api/health
    worker      -> celery inspect ping -d celery@$HOSTNAME
    all         -> both, for every lane

Three checks written by hand, once per service, in every file anyone ever
wrote — none of them wrong until a role changed, and all of them silently
wrong after. The same duplication the lane table exists to remove one level
down, and I built it without noticing.

`entrypoint.sh` now records the role it started. The Dockerfile declares ONE
`HEALTHCHECK` that reads it and asks the right question: HTTP for web, a
self-addressed celery ping for a worker lane, both-for-every-lane for `all`,
and nothing for shell/alembic, which are one-shot and have no liveness to
probe. `docker-compose.single.yml` and the consolidated stack declare none.
A service that wants something else can still declare its own; docker prefers
it, so the escape hatch is the default docker behaviour rather than a flag.

Two details that are load-bearing:

  * The role is written ONCE, by the outermost invocation. `all` starts the
    other roles through this same script under supervisord, and a child
    overwriting the container's role would turn the composite check into a
    web-only one — silently, and only on the consolidated path. FC_ROLE is
    exported so a child sees it set and skips.
  * The celery ping is addressed to THIS node, not a bare ping. A bare one is
    answered by any worker on the broker, so in a stack with replicas a dead
    container would report healthy for as long as a sibling lived — the check
    would be measuring the cluster rather than the container it is inside.

`healthcheck_all.py` is deleted; its two probes moved into the dispatcher
rather than being a second copy beside it.

An unrecorded role PASSES. The entrypoint always writes the file, so the only
way to miss it is bypassing the entrypoint — a debugging shape, where a check
that cannot tell what it is looking at must not assert the thing is broken
(snippet #3969). Said on stdout rather than assumed.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-23 09:07:39 -04:00
bvandeusenandClaude Opus 5 828c6a5ae3 fix: each lane needs its own celery node name, or three of four vanish (4295)
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Found by the all-role smoke on its very first execution (run 7319), which is
the whole argument for having added it one commit ago.

Celery's default node name is `celery@<hostname>`. In the single-container
layout all four lanes share one hostname, so all four registered as the SAME
node. Celery says so itself:

    DuplicateNodenameWarning: Received multiple replies from node name:
    celery@72adc5b706a7

`inspect` collapses four replies into one dict key and the last one wins, so
three lanes read as absent — and WHICH three varies between calls:

    lanes not answering: maintenance_long, ml, worker
    lanes not answering: maintenance_long, scheduler, worker

Fatal twice over:

  * The composite healthcheck can never pass. In Swarm that is a container
    that never goes healthy — restart loop, then an automatic rollback of a
    deploy whose image was fine.
  * `pool_grow`/`pool_shrink` take a `destination` of node names. The UI dial
    and the autoscaler would have resized whichever lane happened to answer
    rather than the one asked for — silently, and differently each time.

Every celery role now starts with `-n "${CELERY_NODENAME:-celery}@%h"`, and
the generated supervisord config sets that per lane. The lanes become
worker@<cid>, scheduler@<cid>, maintenance_long@<cid>, ml@<cid> — distinct,
so inspect keeps four entries and `destination` addresses what it names.
`inspect_lanes_sync` maps hostname to lane by QUEUES, so nothing there
changes; it just stops having three of its four entries overwritten.

Unset, it falls back to `celery` — exactly celery's own default — so every
service in the multi-service stack is byte-identical to before, including the
`celery@$HOSTNAME` healthcheck in docker-compose.yml and in the operator's
Swarm stack.

The test asserts DISTINCTNESS across the whole lane table rather than a fixed
string per lane. The property that broke is that no two collide, and stating
it that way keeps holding when a lane is added.

This is the bug I said a live deploy was needed to find, found in CI instead
for the price of one `docker run` — and it would have met the operator as a
rollback loop on their first consolidated deploy.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-23 08:52:56 -04:00
bvandeusenandClaude Opus 5 ffcd13096a feat: one image for every lane, with the model fetch gated on enabling (4296)
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Milestone 422 step 6. Dockerfile.ml is gone; the main image carries torch,
torchvision, transformers, onnxruntime and opencv, and serves every lane.

WHY IT HAD TO MERGE: step 5 runs every lane in one process tree, so a second
image would mean the `ml` lane could never be enabled from the UI — there
would be no worker in that container to enable. The switch needs something to
switch.

THE MODEL NO LONGER DOWNLOADS AT BOOT. `entrypoint.sh`'s ml-worker role ran
download_models before celery started, so every boot of that role reached
HuggingFace for ~3.5GB — a startup dependency on a third party for a feature
the operator may never use. Rule 164 permits a runtime fetch only for
something "optional and clearly off", so the fetch is now a TASK, enqueued
the moment the lane is ENABLED.

Being a task is what makes it visible: it gets a TaskRun row, so the download
shows in Activity with a duration and a status, and a failure is something an
operator can see and retry rather than a container that quietly never became
useful. Idempotent, so re-enabling a provisioned lane costs one no-op.

Enqueued only when the lane actually came ON (`enabled is True`, not the
resolved value) so re-saving slots does not re-fetch, and only when the
consumer change landed — a task queued onto a queue nothing consumes would
sit pending with no explanation.

`fabledcurator-ml` KEEPS PUBLISHING, from the merged Dockerfile. The
operator's Swarm stack references that name and lives outside this repo;
dropping it would not break their deploy, it would freeze it silently at the
last publish — the exact failure class this milestone keeps finding. Retiring
the NAME is its own task, gated on that stack moving. Same two-phase shape
#406 used for pixiv.

THREE LIVE BREAKAGES from deleting the file, found by grepping for it rather
than assuming the build was the only consumer:

- `docker-compose.override.yml` built the ml service from it (contributor
  path would have failed at `docker compose build`).
- `tests/test_artifact_paths.py` pins the ml path set.
- `scripts/artifacts.sh` ML_PATHS named it. A path set naming a deleted file
  silently stops contributing to the derived revision — which the reuse check
  and the version string both read. That is #3202's recorded shape.

The `--with-ml` flag is gone from the generator and the healthcheck rather
than left defaulting to true. One image carries every lane now, so a flag
that can only be passed one way is a branch pretending to be a choice.

The advisory shipped in ecbd325 is what makes this honest to an adopter: the
lane says it is optional, names the model, and gives its download and
per-slot RAM before the switch is thrown.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-22 08:51:44 -04:00
bvandeusenandClaude Opus 5 172e33de9a feat: run web and every worker lane in one container (4295)
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Milestone 422 step 5. `docker compose -f docker-compose.single.yml up -d`
gives three containers — FabledCurator, Postgres, Redis — where the stack
previously needed seven.

THE MULTI-SERVICE STACK IS KEPT. docker-compose.yml still runs the five app
services separately and remains the right shape for a Swarm deployment spread
across hosts, where per-service rolling rollback and placement constraints
matter. This adds a compose file; it deletes none.

`entrypoint.sh all` GENERATES the supervisord config from worker_lanes.LANES
and execs it as PID 1. Generated rather than checked in because a static
.conf would spell out each lane's -Q list, making a FIFTH hand-kept copy of
the queue names — after celery_app.task_routes and the three collapsed in
steps 1, 2 and 4. Every one of those had already drifted when found.
Generating gives a stronger guarantee than "they match today": a lane added
to LANES gets a process, and a queue cannot end up with no consumer because
someone missed a file.

supervisord over s6-overlay: one pip dependency on an image already Python,
with per-program stop timeouts and stopasgroup. The process-group part is not
a detail — celery's prefork pool forks children, and a TERM reaching only the
parent leaves them orphaned holding tasks. s6's advantage (PID-1 signal and
zombie handling) comes from `init: true` instead. Nothing in FC talks to the
supervisor, so the choice is reversible without touching product code.

FOUR LANES, NOT FIVE. The ml lane is skipped: torch and the ML requirements
live only in Dockerfile.ml until step 6 merges the images, so an `ml` program
here would fail to import on every restart forever. `--with-ml` is the flag
step 6 turns on.

THREE BUGS FOUND BY READING IT BACK, none of which the first tests caught:

1. `environment=CELERY_QUEUES=default,import,thumbnail,download` — supervisord
   parses that key as a COMMA-separated list, so it reads as
   CELERY_QUEUES=default plus three malformed entries and the worker lane
   would have consumed only `default`. Silent: the worker starts, reports
   healthy, never picks up an import. Now quoted, and the test asserts the
   quoted form rather than the bare substring, which passed either way.

2. The generator emitted `entrypoint.sh <lane.name>`, but `maintenance_long`
   is not a role — compose runs it as the plain `worker` role with different
   queues. Lane now carries `entrypoint_role`, and a test reads entrypoint.sh
   to assert every role a lane names actually exists.

3. The `scheduler` role hardcoded --concurrency=1, ignoring CELERY_CONCURRENCY.
   Harmless while only compose started it and set none; with a generated value
   being passed, the lane would have sat at 1 until the reconcile noticed,
   with nothing saying why.

The healthcheck asserts BOTH halves — hypercorn answers and every configured
lane is answering the broker. That is the failure mode consolidation creates:
docker can no longer see the lanes as separate services, so a web-only check
would report a healthy container with every lane inside it dead. It
deliberately ignores the `enabled` flag: a disabled lane still has a running
process with its consumers cancelled, and marking the container unhealthy for
turning tagging off would be wrong.

stop_grace_period 200s, sized to the slowest lane (maintenance_long at 180s)
rather than the average, with a test asserting no program's stopwaitsecs can
exceed what compose allows.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
2026-09-22 08:32:27 -04:00
bvandeusenandClaude Opus 4.8 bc6d43d3f2 refactor(ml): drop dead tagger/suggestion settings + columns (#1199)
CI / lint (push) Successful in 3s
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CI / integration (push) Successful in 3m31s
Hygiene follow-up to the Camie retirement (#1189) — these were left inert to
bound that change; nothing reads them now. Migration 0068 drops:
- ml_settings: tagger_store_floor, tagger_model_version, suggestion_threshold_
  character/general (already dead pre-retirement — scoring uses per-head
  thresholds), video_min_tag_frames (only the deleted video-prediction
  aggregator used it).
- image_record: tagger_model_version (no writer), centroid_scores (dead JSON
  cache, no reader).

Also: ml_admin _EDITABLE/GET/_validate pruned (dropped the store-floor invariant
+ video_min_tag_frames check); MLThresholdSliders trimmed to a video-embedding
card (interval + max frames only); importer no longer resets the dropped cols;
download_models drops the Camie fetch; stale CASCADE comments in cleanup_service
no longer name the removed tables. Tests updated.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
2026-06-30 13:41:25 -04:00
bvandeusenandClaude Opus 4.7 3b3e7565fb fix(ml): align tagger + downloader with Camie v2 actual layout (model.onnx -> camie-tagger-v2.onnx + JSON metadata + ImageNet preprocessing + sigmoid on refined output)
The HF repo Camais03/camie-tagger-v2 has camie-tagger-v2.onnx (789 MB)
+ camie-tagger-v2-metadata.json (7.77 MB) at root, NOT model.onnx +
selected_tags.csv. Tags ship as nested JSON (dataset_info.tag_mapping)
not CSV. Per the published onnx_inference.py reference: input is NCHW
not NHWC, normalize with ImageNet mean/std, pad-square color (124,116,
104), sigmoid the second output (refined predictions) not the first.

Operator hit this during the IR migration ML backfill — download_models
silently fetched only 3 json files (allow_patterns matched nothing
useful), tagger.load() then raised RuntimeError. Fetched the actual
v2 layout via WebFetch, rewrote tagger to match published reference.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-25 02:25:30 -04:00
bvandeusenandClaude Opus 4.7 b68a382b60 feat(fc2b): importer enqueues tag_and_embed + ml-worker model self-heal
import_media_file now enqueues tag_and_embed alongside generate_thumbnail
after a successful import. scripts/download_models.py snapshots Camie +
SigLIP into /models, idempotent (skips when present). The ml-worker
entrypoint runs it before starting the Celery worker so a fresh /models
volume self-heals on first boot. Downloader tests are pure-logic (no
network in CI).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-15 07:45:09 -04:00