Local Kubernetes · model delivery

Ship a model. Prove it holds.

Replay real releases recorded on a local kind cluster: a gated rollout, a rejected candidate, and an automatic rollback measured from breach to recovery.

Replaying committed release records

Select a record

Active model

Stable traffic destination

p95 latency

- ms

Prometheus 30 s window

Request errors

5xx / all, 30 s window

Ready replicas

Candidate deployment

Where traffic goes

Stable route

Stable service/predict

selector: none

Previous deploymentServing

Candidate deploymentPending

Candidate checks run behind the internal preview Service. The previous deployment stays ready through the verification window; promotion and rollback are a selector patch on the stable Service.

One release workflow

0 / 6 STEPS

Service health through the release

Prometheus samples (watch) preview recovery ┄ gate

Release activity

RECORDED EVENTS

Release contract

Fixed before the run

Quality metric / validation set: -
Candidate validation result: Not evaluated
Preview load window: -
Post-promotion verification: -
Breach rule: -
Recovery policy: Revert selector + verify with live requests
Rollback duration: Not triggered

Model package and image provenance