Release factory / Portable serverless

Localization releases

Not connected

Build the next serverless release

Update the exact selected model candidate, assemble it with the exact runtime commit in GitHub Actions, then activate that immutable image separately. Nothing here changes the existing /localize service.

Release services not connected
Configure the model source and GitHub Actions credentials to enable release actions.
1

Update model bundle

Use after a trained model is selected or serving data changes.

SourceSelected serving registry + all venue artifacts
→
OutputImmutable, SHA-verified S3 candidate
Reads only changed artifacts, reuses unchanged blobs, and updates the complete candidate only.
2

Build deployable image

Assemble the exact Git commit with the exact S3 candidate model library.

SourceExact Git commit from main
→
OutputImmutable GHCR image tag + digest
Build and push only; never updates the live endpoint automatically.
3

Activate deployable image

Roll the exact runtime and model digest on the separate portable endpoint.

Connect the exact portable endpoint to enable guarded runtime rollout.
Requires an idle queue, preserves the current loaded model digest, keeps one active worker, verifies the new image, and automatically rolls back on failure.
The AWS S3 model candidate is not activated by this action.

Recent release jobs

Durable Lightsail history

System overview

One complete model library, one always-active worker, and autoscaling only for concurrent requests.

Waiting for data
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Connect the control plane

Set the browser access token to load release and fleet status.

Active workers
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Provider not connected
Queue
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Jobs waiting
Model library
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Models in desired release
Localization latency
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Average across live workers

Deployment consistency

Not observed

Fleet controls

Active workers locked at 1
No readiness check performed in this browser session.

Live worker snapshot

Model library

Every model and inference artifact included in the complete selected release.

Load the dashboard to inspect the model release.
Select a modelInspect the exact checkpoint and inference data files included in this release.

Shared inference artifacts

Loaded once per worker

Workers and traffic

Provider inventory joined with signed worker heartbeats and per-model request telemetry.

Traffic by model

Cumulative for currently reporting workers

Model releases

S3 is canonical. Candidate and production channels point to immutable, SHA-verified releases.

Release policy

Promotion intentionally locked
CandidateValidated model library awaiting deployment verification
ProductionExact release expected on every serving worker
PromotionUnavailable until candidate endpoint parity and preload gates pass

Control activity

Audited changes made through this interface. Localization requests and images are never stored here.

Dashboard access

The control token stays only in this browser tab and is never written to local storage.