Ross ROSS = Recommend OSS · open-source software intelligence for agents

kubernetes-sigs/karpenter

Karpenter is a Kubernetes Node Autoscaler built for flexibility, performance, and simplicity. observed · 2026-08-28

github.com/kubernetes-sigs/karpenter · Go · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

95/100

  • Activity 99
  • Release rhythm 86
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0.0
  • age_days: 1422
  • days_rel: 12
  • days_push: 8
  • n_releases_24m: 85

Full methodology

Adoption not part of the score

2126 stars · 556 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Karpenter is a Kubernetes node autoscaler that watches for unschedulable pods, provisions right-sized nodes to meet their scheduling constraints, and removes nodes when no longer needed. It is a cloud-agnostic core with provider implementations for AWS, Azure, GCP, and many other platforms.

Use cases

  • automatically scale kubernetes nodes based on pending pods
  • reduce kubernetes cluster compute costs by bin-packing workloads
  • provision nodes that match pod resource requests and affinities
  • replace cluster autoscaler with faster node provisioning
  • automatically remove underutilized kubernetes nodes
  • run autoscaling across aws azure gcp kubernetes clusters

When to avoid

  • you run kubernetes on-premises without a supported provider implementation
  • you only need horizontal pod autoscaling rather than node autoscaling
  • you want a fully managed autoscaler without operating a controller in your cluster

Facets

service · maturity active

container-orchestration deployment cloud scheduling infrastructure-as-code cloud-computing infrastructure-as-code microservices go cloud self-hosted autoscaler node-provisioning kubernetes-node-autoscaler cluster-autoscaling cost-optimization multi-cloud devops containers kubernetes

1 source

Member repositories

RepositoryRoleHealth v2
kubernetes-sigs/karpentermain95

For agents

markdown · JSON · MCP: product_card(name="kubernetes-sigs/karpenter")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem