Production

Serving Plans

Controlled serving operations plus evidence-based SLO comparison. Stable/canary latency, error rate, throughput and GPU evidence produce PROMOTE / HOLD / ROLLBACK recommendations only; traffic changes remain explicit Operator/Admin actions.

Production models

Deployment plans

Approved plans

Automatic action

OFF

Release intelligence

v0.9.17

Production result readiness

Production model result

Promote an evidence-backed model result through candidate → validated → approved → production first.

Create immutable deployment plan

NameNamespaceServing imageReplicasGPU / replicaCPUMemoryStrategyCanary %Ingress hostIngress path

The model URI is referenced from the approved Result Registry. Secrets, model bytes and external credentials are not copied into the plan.

Plan governance

Deployment plan

Kubernetes manifest preview

Select a deployment plan.

Plan preview remains immutable. v0.9.17 persists SLO evidence, correlates release revisions and Operations incidents, and attributes recorded regressions. No dashboard or snapshot action changes traffic automatically; promotion and rollback remain explicit and audited.

Release history · SLO · incident correlation

Select a plan and load the release dashboard. SLO snapshots are persisted as immutable evidence and correlated to serving apply revisions and persistent Operations incidents.

Serving deployment plan inventory

Plan	Result	Stage	Target	Resources	Image	Created
No serving plans.