Kubernetes Autoscaling Insights

Hermes EKS Benchmark: 85% Faster Image Pull and 34% Faster First HTTP 200, No Image Rebuilds

EKS benchmark results for Hermes on OpenSearch, Solr, and Spark: image pull was 71-85% faster, and first HTTP 200 improved by up to 34%, using the original OCI images.

CloudPilot AI Now Officially Supports Google Cloud: Smart GKE Autoscaling from the Maintainers of Karpenter

CloudPilot AI now officially supports Google Cloud, bringing just-in-time provisioning, workload rightsizing, and predictive Spot handling to GKE—from the maintainers of karpenter-provider-gcp.

Hermes: Cut Pod Ready Time from 4m35s to 14s, No Image Changes

Hermes validates policy-driven SOCI lazy loading on EKS and Karpenter, reducing the scheduled-on-node to Running/Ready path for a 10.8 GB vLLM image from 4m35s to 14s.

Up to 45% Less Memory, Zero Compromise: Smart Java Workload Optimization on Kubernetes

Learn how CloudPilot AI jointly optimizes JVM Heap and Kubernetes container resources to cut Java workload memory by 40–45%—without sacrificing stability or requiring manual tuning.

CloudPilot AI Achieves SOC 2 Type II Compliance

CloudPilot AI has successfully achieved SOC 2 Type II compliance, validating its enterprise-grade data security, regulatory compliance, and operational excellence for its autonomous SRE-agent platform.

Beyond the Report: How CloudPilot AI Solves the Efficiency Gaps in Datadog’s 2025 Analysis

Datadog's latest data reveals a harsh reality: 75% of container resources go wasted. This post explores why Karpenter is only half the solution, how CloudPilot AI tackles the 'Long-Tail' Java problem, and the hidden reliability of ARM Spot instances.

Karpenter at KubeCon + CloudNativeCon North America 2025: Visit Our Project Pavilion Booth

Kubernetes Capacity Planning Playbook: How to Balance Performance, Stability, and Cost

Learn how to plan, optimize, and automate Kubernetes capacity. This playbook covers best practices to balance performance, stability, and cloud cost.