# Safe, versioned Worker Deployments on Kubernetes: Now with autoscaling!

DevFeed: [Safe, versioned Worker Deployments on Kubernetes: Now with autoscaling!](<https://devfeed.tech/articles/safe-versioned-worker-deployments-on-kubernetes-now-with-autoscaling-35968.md>)

Original publisher: [Read original article](<https://temporal.io/blog/safe-versioned-worker-deployments-on-kubernetes-now-with-autoscaling>)

Author: Brandon Chavis

Published: 2026-03-30T00:00:00Z

Content type: release

Language: en

Sources: [Temporal Blog](<https://devfeed.tech/sources/temporal-blog.md>)

Topics: [autoscaling](<https://devfeed.tech/topics/autoscaling.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [autoscaling](<https://devfeed.tech/tags/autoscaling.md>), [deployments](<https://devfeed.tech/tags/deployments.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kubernetes-operator](<https://devfeed.tech/tags/kubernetes-operator.md>), [kubernetes-scaling](<https://devfeed.tech/tags/kubernetes-scaling.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [product-news](<https://devfeed.tech/tags/product-news.md>), [versioning](<https://devfeed.tech/tags/versioning.md>)

## AI overview

Temporal's open-source Worker Controller now supports attaching Kubernetes resources such as Horizontal Pod Autoscalers and PodDisruptionBudgets to versioned worker deployments. Worker versions can be scaled independently using version-specific backlog metrics.

## Source excerpt

Automate Temporal Worker autoscaling on Kubernetes. Learn how the new WorkerResourceTemplate attaches HPAs to versioned deployments for independent scaling.