Node Consolidation

Fewer nodes. Same workloads. No drama.

An autonomous bin-packing engine that plans safe consolidations inside your cluster — and refuses to execute any plan that doesn't actually save you money.

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dnsCluster consolidation

node-01

38%

node-02

38%

node-03

38%

node-04

38%

node-05

38%

node-06

38%

6 nodes · avg 38% utilized

Every plan clears the gates first

Consolidation only saves money if nothing breaks and the math holds. Both are checked before a single pod moves.

radar

Detect

Real usage vs. current layout — find the cheaper packing your workloads fit into.

fact_check

Plan within rules

PDBs, affinity, topology, and volumes respected at planning time, not discovered at execution.

verified

Gate on savings

The never-lose-money gate: if a plan doesn't actually save money, it doesn't run.

receipt_long

Execute & audit

A settle audit after execution confirms the savings actually landed.

Leave whenever you want. Really.

The OptOps node engine stays stock-Karpenter-compatible. Your NodePools are real Karpenter NodePools — not a proprietary controller you'd have to rip out under pressure.

And on Google Cloud, you get the same engine — including the GCP provider upstream Karpenter never shipped. EKS and GKE, one brain.

terminal

$ helm uninstall optops

release "optops" uninstalled

$ kubectl get nodepools

NAME NODES READY

default 12 True

▶ still Karpenter. still autoscaling.

Autonomy on your terms

visibility

Shadow mode first

See every consolidation the engine would make — which nodes, which pods, how much saved — before any of it is enabled.

tune

Tunable from the console

Aggressiveness, cooldowns, and disruption budgets are tunable per cluster from the dashboard — while every decision still executes inside your cluster.

grid_view

Early access

Whole-cluster re-solve

One click to the mathematically cheapest layout for the entire cluster — with every safety gate still in the loop.

Consolidation pairs with container live migration — that's what makes the moves disruption-free.

See your cluster's ideal layout

Book a demo and we'll show you how many nodes your workloads actually need — and how OptOps gets there without an incident.

Book a Demo