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Karpenter autoscaling
Right-sized nodes provisioned on demand, with spot capacity where the workload tolerates interruption.
Technologies — Cloud, DevOps & AI
We architect, secure, and operate production Kubernetes clusters that scale smoothly, recover automatically, and minimize cloud waste.
Core capabilities
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Right-sized nodes provisioned on demand, with spot capacity where the workload tolerates interruption.
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Automated, declarative cluster synchronization where Git is the single source of truth.
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Enforcing NetworkPolicies, Pod Security Standards and Kyverno governance policies.
Use cases
Many microservices with automated canary deployments and rollbacks.
Dynamic GPU node provisioning and bin-packing for machine learning training and inference.
How we staff it
Seniority and experience are agreed in the proposal, and you interview every engineer before they start.
Working-hours overlap is agreed for each engagement and written into the statement of work — the shared window, who shifts hours, and how handoffs work outside it.
Technical FAQs
Karpenter evaluates pending pod requirements directly and provisions exact-fit spot instances in seconds, reducing the waste from half-empty nodes.
We back up cluster state and persistent volumes using Velero, testing automated cluster restores across availability zones.
Ecosystem
Tell us about your architecture, backlog and team. We'll reply within one business day with an honest read on whether we can help.