Engineering

Latest posts with category: Engineering

Engineering • 14min read

Kubernetes Does NOT Make You Cloud Native: Replacement Does

Two conditions decide it, and neither one mentions a cluster: a workload converges by replacing failed instances rather than repairing them, and that the outcome the migration was justified by actually arrives....

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Engineering • 12min read

Leaving VMware: Should You Lift Your VMs into Kubernetes, or Modernise into Containers?

Leaving VMware? A decision guide to choosing between lifting VMs into Kubernetes with KubeVirt and modernising workloads into containers, per workload....

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Engineering • 17min read

KubeVirt vs vSphere: The Operational Gap Teams Miss Before Migration

What vCenter provides that KubeVirt does not ship with by default, and the operational gaps to close before migrating off VMware....

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Engineering • 7min read

Digital sovereignty is no longer hypothetical

US tech dependency is already biting. The Fable shutdown is the latest proof, and the case for sovereign AI....

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Engineering • 7min read

TAMS is a Kubernetes-shaped problem

TAMOSS is our open-source, Kubernetes-native implementation of the TAMS API: why a time-addressable media store is a Kubernetes-shaped problem, and how we built it....

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Engineering • 17min read

Datadog Kubernetes Autoscaling: Choosing the Right Tool

A use-case-driven guide to choosing between HPA + Cluster Agent, DatadogPodAutoscaler, and KEDA for Kubernetes autoscaling on Datadog metrics....

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Engineering • 15min read

Kubernetes Autoscaling with Datadog: HPA or KEDA?

A practical comparison of HPA with Datadog Cluster Agent versus KEDA for Kubernetes autoscaling, with working configurations and a decision guide....

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Engineering • 13min read

Kubernetes Autoscaling: Using the DatadogPodAutoscaler

Learn how to consolidate Kubernetes pod autoscaling with the DatadogPodAutoscaler CRD....

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