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Optimizing CI/CD: How GitHub Actions' max-parallel Impacts Your Software Project Metrics

Optimizing CI/CD: How GitHub Actions' max-parallel Impacts Your Software Project Metrics

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5 min read
Our autoscaler stopped scaling the day we added a sidecar without a CPU request

Our autoscaler stopped scaling the day we added a sidecar without a CPU request

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2 min read
Your Fargate Autoscaler Doesn't Understand Your JVM (by Default): Lessons Learned the Hard Way

Your Fargate Autoscaler Doesn't Understand Your JVM (by Default): Lessons Learned the Hard Way

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14 min read
Why Your Kubernetes HPA Won't Scale Down (It's Probably Not Stuck)

Why Your Kubernetes HPA Won't Scale Down (It's Probably Not Stuck)

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2 min read
The node was ready in seventy seconds and our pod was not

The node was ready in seventy seconds and our pod was not

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2 min read
eBPF-First SLO-Driven Autoscaling for Reliable Systems

eBPF-First SLO-Driven Autoscaling for Reliable Systems

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4 min read
Kubernetes Autoscaling 2026: HPA, VPA, KEDA, and Karpenter in Concert

Kubernetes Autoscaling 2026: HPA, VPA, KEDA, and Karpenter in Concert

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4 min read
[K8s] I Watched A VPA Recommendation For A Month — It Never Moved, Because It Was Never Really A Recommendation

[K8s] I Watched A VPA Recommendation For A Month — It Never Moved, Because It Was Never Really A Recommendation

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5 min read
Our workers were idle and the queue was an hour deep

Our workers were idle and the queue was an hour deep

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2 min read
[K8s]Vertical Pod Autoscaler Isn't A Cloud Feature — I Put It On A Bare RKE2 Cluster And Its First Answer Was 10x Reality

[K8s]Vertical Pod Autoscaler Isn't A Cloud Feature — I Put It On A Bare RKE2 Cluster And Its First Answer Was 10x Reality

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6 min read
Scale Before the Spike: Predictive Autoscaling for GPU Workloads on Kubernetes

Scale Before the Spike: Predictive Autoscaling for GPU Workloads on Kubernetes

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6 min read
Scale-to-Zero Background Workers on Vultr: A Graceful Drain Pattern for Solo Developers

Scale-to-Zero Background Workers on Vultr: A Graceful Drain Pattern for Solo Developers

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5 min read
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