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This newsletter is brought to you by WeAreDevelopers World Congress — The World’s Largest Event for Developers, AI Builders & Tech Leaders
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The Hidden Cost of Slow Autoscaling
Forced platform migrations are usually treated as something to survive. At Scout24, a mandatory OS migration became an opportunity to rethink Kubernetes autoscaling, node provisioning, and infrastructure efficiency.
John Ford explains how Scout24 moved its EKS-based Infinity platform from a polling autoscaler and over-provisioned capacity to Karpenter and Bottlerocket. The result was faster node startup, a safer migration path, and about a 30% infrastructure reduction without major downtime.
In this interview:
System Administrator with Verisign
Salary: US$153K to US$246.4K a year
Location: based in the office in Villars-sur-Glâne, FR, CH
Tech stack: Kubernetes, Kubernetes, EKS, AKS, GKE, Docker, On-premise, alerting, monitoring, logging
Software Engineer with Believe
Salary: $117K to $275K a year
Location: based in the office in Paris, FR
Tech stack: Kubernetes, Kubernetes, Docker, GCP, ArgoCD, PostgreSQL, NoSQL, MySQL, AI tools, continuous deployment
Software Engineer with Twilio
Salary: $47.97K to $264K a year
Location: remote from
Tech stack: Kubernetes, Kubernetes, AWS, Docker, GitHub, build/deploy systems, authentication, IAM, AWS IAM, Authorization
Product Owner with TripArc
Salary: $100K a year
Location: based in the office (and remote from home) in Toronto, CA
Tech stack: Kubernetes, Kubernetes, AKS, Azure, CI/CD, CI/CD pipelines, MongoDB, NServiceBus, AI tools, Cursor
Platform Engineer with Delivery Hero
Salary: $47.97K to $266.2K a year
Location: based in the office in Barcelona, ES
Tech stack: Kubernetes, Kubernetes, AWS EC2, EKS, AWS, observability, DNS, TLS, S3, EC2
Discover more Kubernetes jobs on Kube Careers →
github.com/philippemerle
KubeDiagrams is a tool that automatically generates visual architecture diagrams from Kubernetes manifests, Helm charts, and live clusters.
It supports 47+ resource types, customizable clustering by namespace and labels, and can handle custom resources.
github.com/mpiorowski
k10s is a terminal dashboard for watching multiple Kubernetes clusters at once, with side-by-side views, health signals, warnings, and recent logs in one screen.
github.com/clowdhaus
eksup analyzes your EKS cluster and generates a step-by-step upgrade playbook, flagging deprecated APIs, add-on version mismatches, and node group issues before you upgrade.
github.com/okwilkins
H8s is a home infrastructure project combining Kubernetes with Talos OS security, running on 2 N100 mini PCs with GitOps deployment via ArgoCD.
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