Skip to main content
🎀 Speaking at KubeCon EU 2026 Lessons Learned Orchestrating Multi-Tenant GPUs on OpenShift AI View Session
🎀 Speaking at Red Hat Summit 2026 GPUs take flight: Safety-first multi-tenant Platform Engineering with NVIDIA and OpenShift AI Learn More
How to Implement Kubernetes in the Right Place
Platform Engineering

How to Implement Kubernetes in the Right Place

Kubernetes is not something you adopt everywhere. A practical guide for CTOs on where Kubernetes creates business value, where it does not, and how to make that decision with clarity.

LB
Luca Berton
Β· 3 min read
Play

Let me start with a simple idea: Kubernetes is not something you adopt everywhere.

I help organizations turn cloud-native complexity into practical platform decisions that create business value. And one of the biggest mistakes I still see is companies starting with the technology. They ask, β€œShould we adopt Kubernetes?” But that is not the right first question.

The right question is: where does Kubernetes actually create an advantage for our business?

Because Kubernetes is not a trophy. It is not a checkbox. And it is definitely not something you roll out just to look modern.

Where Kubernetes Creates Value

It creates value in specific situations.

It makes sense when you need consistency across environments. When you want stronger standardization. When you need better scaling, resilience, and operational control. And it becomes especially powerful when you are dealing with:

  • Hybrid environments spanning cloud and on-prem
  • Regulated workloads requiring strong governance
  • Multiple product teams needing self-service platforms
  • AI and data-intensive applications requiring scalable execution

Where Kubernetes Does Not Belong

But here is the other side of the story.

Kubernetes is not automatically the right answer for every workload. If your applications are simple, if your teams are still early in operational maturity, or if managed services already solve the problem well, then adding Kubernetes can create more complexity than value.

That is why I like the recipe mindset from Kubernetes Recipes.

Kubernetes is not one decision. It is a series of practical choices. Developer experience. Scaling. Security. Observability. Storage. Networking. Hybrid deployment. Governance. All of that matters.

The Real Question for CTOs

So for a CTO, the real question is not, β€œHow do I implement Kubernetes?”

It is, β€œWhere should I implement Kubernetes, and where should I not?”

That changes the conversation completely.

Now you are thinking in terms of portfolio and business value:

  • Which workloads really need portability?
  • Which teams benefit from self-service?
  • Which systems justify stronger resilience and policy control?
  • Which future AI workloads need a scalable execution layer?
  • And which workloads should stay exactly where they are?

Four Decisions Before Any Big Rollout

Before any big rollout, I would make four decisions:

  1. Define the value case by workload β€” not every application benefits from Kubernetes. Map workloads to actual business outcomes.
  2. Choose the operating model β€” platform team, shared responsibility, or fully managed. This determines your staffing and tooling investment.
  3. Decide the right placement β€” cloud, on-prem, edge, or hybrid. Each has different cost, compliance, and latency characteristics.
  4. Design day-two operations from the beginning β€” observability, upgrades, security patching, backup, and disaster recovery. Because that is where success or failure actually happens.

Discipline Over Speed

The companies that get Kubernetes right are not the ones moving fastest. They are the ones moving with discipline.

They use it where it creates speed, resilience, and flexibility. And they avoid using it where it just adds overhead.

That is also why KubeCon matters.

For me, KubeCon is not just a technical event. It is where you see how the ecosystem is solving the real-world questions: platform design, observability, security, automation, AI workloads, and business value.

Let Us Talk

If Kubernetes is on your roadmap, come find me at KubeCon.

Let us talk about where Kubernetes belongs in your architecture, where it does not, and how to make that decision with a lot more clarity.

Luca Berton Ansible Pilot Ansible by Example Open Empower K8s Recipes Terraform Pilot CopyPasteLearn ProteinLens TechMeOut