Kubernetes Consulting and Platform Engineering

Design, migrate and improve Kubernetes platforms with clear workload boundaries, safe delivery paths, measurable reliability and explicit operating ownership.

What this service is for

Ampity helps teams decide where Kubernetes is justified and then make the platform operable. The work covers workload suitability, cluster and tenancy boundaries, deployment paths, policy, observability, capacity, recovery and developer experience. It does not assume Kubernetes is the correct answer for every application, and it does not imply managed 24/7 operations unless that responsibility is separately agreed.

Typical situations

• Teams operate clusters but releases, ownership or recovery remain inconsistent.
• A workload is moving to Kubernetes and needs a controlled migration path.
• Shared clusters create noisy-neighbor, security or cost-attribution problems.
• The platform team needs a paved road that product teams can actually use.

Included

• Workload suitability and current-cluster assessment
• Cluster, tenancy, network, identity and policy architecture
• Deployment, progressive delivery and rollback controls
• Observability, service objectives and incident evidence
• Capacity, autoscaling and cost-attribution design
• Recovery, upgrades, runbooks and platform-team handover

What you receive

• Kubernetes suitability and risk assessment
• Cluster, tenancy and platform reference architecture
• Paved-road deployment and policy implementation
• Observability, capacity and cost controls
• Upgrade, recovery and incident runbooks
• Adoption evidence and prioritized improvement backlog