Resources

Akamas Resource Library

The Optimal – July 2026
Newsletter
The Optimal – July 2026

In the July 2026 edition: how vLLM keeps production quality at a two-week release cadence, the hidden startup cost when…

  • The Optimal – June 2026
    Newsletter
    The Optimal – June 2026

    In the June 2026 edition: why Netflix says CPU utilization alone tells you nothing, the two misconfigurations behind Spark OOM…

    Read more
  • Your GPUs Are 95% Idle, and Buying More Won’t Fix It
    Blog
    Your GPUs Are 95% Idle, and Buying More Won’t Fix It

    AI is reshaping every industry, and agents are at the center of that shift. Many companies are racing to put…

    Read more
  • The Optimal – May 2026
    Newsletter
    The Optimal – May 2026

    In the May 2026 edition: hunting CPU zombies in Kubernetes, when observability becomes the outage, and how JDK 27’s compact…

    Read more
  • The Optimal – April 2026
    Newsletter
    The Optimal – April 2026

    In the April 2026 edition: engineering cost-efficient microservices with backend FinOps, why Java pods keep hitting Kubernetes OOMKills, and the…

    Read more
  • The Michelin Star Dilemma and the Secret to a Perfect Service
    Blog
    The Michelin Star Dilemma and the Secret to a Perfect Service

    In the world of fine dining, the tension in the kitchen is palpable long before the first guest arrives. Imagine…

    Read more
  • The State of Cloud Native Optimization 2026
    Blog
    The State of Cloud Native Optimization 2026

    A critical realization has emerged within the platform engineering community. We have excelled at creating golden paths that streamline the…

    Read more
  • Kubernetes Performance Tuning, Beyond One-Size-Fits-All: Introducing Tuning Profiles
    Blog
    Kubernetes Performance Tuning, Beyond One-Size-Fits-All: Introducing Tuning Profiles

    Modern Kubernetes clusters are not monolithic; they host many applications with very different operational needs. Treating a whole cluster as…

    Read more
  • The Optimal – March 2026
    Newsletter
    The Optimal – March 2026

    In the March 2026 edition: why cloud cost is really a distributed systems bug, the performance debt left behind by…

    Read more
  • Akamas named a Leader and Outperformer in the GigaOm Radar for Cloud Resource Optimization 2026
    Industry Report
    Akamas named a Leader and Outperformer in the GigaOm Radar for Cloud Resource Optimization 2026

    Recognized once again as a Leader and Outperformer in the 2026 GigaOm Radar for Cloud Resource Optimization, extending Akamas’ four-year…

    Read more
  • Why Your Kubernetes Cluster Autoscaler Wastes Resources, and How to Fix It
    Blog
    Why Your Kubernetes Cluster Autoscaler Wastes Resources, and How to Fix It

    Platform engineers rely on the Kubernetes cluster autoscaler to control cloud cost. However, the autoscaler is only as efficient as…

    Read more