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In our previous blog, we explored a GitOps use case for on-premises infrastructure, managing multiple clusters hosted on the k3s Kubernetes distribution using k0rdent.

But the pla...


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With the official retirement of Ingress NGINX that took place in March 2026, enterprise platform teams are facing an urgent security and compliance mandate. Remaining on a retired controller leaves critical infrastructure vulnerable to unpatched ...


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What a two-person SRE team learned building an AI investigation pipeline. Spoiler: the runbooks mattered more than the model.

Why we built this

At STCLab, our SRE team supports multiple Amazon EKS clusters running high-traffic production workloads. We’ve got the full observability stack in place: OpenTelemetry feeding into Mimir, Loki, and Tempo. Robusta...


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Ten years ago, my entire world fit inside a public static void main. I was a Java developer. Infrastructure? That was someone else’s problem a black box where my JAR files went to live, or quietly die, and I mostly didn’t care which. I shipped code. Someone else handled the servers. That was the deal.

That was the problem.

Today I hold all five ...


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Kubernetes turns 12 this year. In that time, it’s gone from a Google side project to the operating system of modern infrastructure running everywhere from mainframes to GPUs, across multi-cloud, hybrid, on-prem, and edge environments. The CNCF landscape has grown alongside it, filling in the gaps that Kubernetes left open.

This blog isn’t about all of those gaps. It...


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