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Prometheus

Why CPU-Based Autoscaling Fails for Rails — and What We Used Instead

Why CPU-Based Autoscaling Fails for Rails — and What We Used Instead

Kubernetes autoscaling works best when teams match the metric to the workload: queue latency for synchronous web traffic, queue depth for background jobs ...
Nishant Arora | September 15, 2026 | Argo Rollouts, cloud native, Datadog, devops, Flagger, Helm, Horizontal Pod Autoscaler, HPA, KEDA, kubernetes, Kubernetes autoscaling, platform engineering, progressive delivery, Prometheus, queue depth, Queue Latency, Rails, Sidekiq, SRE, Unicorn
Stop Treating GPUs Like Web Pods

Stop Treating GPUs Like Web Pods

Kubernetes schedules accelerators as opaque integers, and your bill pays for it. Share the silicon, scale on the right signal and keep weights out of the image ...
Veera Ravindra Divi | August 12, 2026 | AI infrastructure, AI serving, autoscaling, cloud costs, cloud native AI, DCGM exporter, DRA, Dynamic Resource Allocation, GPU costs, GPU scheduling, GPU sharing, GPU utilization, GPUs, inference workloads, KEDA, kubernetes, Kubernetes GPU scheduling, LLM Inference, MIG, model weights, MPS, NVIDIA GPUs, NVIDIA MIG, Prometheus, scale-to-zero, time-slicing
Why Kubernetes Cost Allocation and Cloud Bills Don’t Match

Why Kubernetes Cost Allocation and Cloud Bills Don’t Match

A few months ago, I found myself looking at a Kubernetes cost report and a cloud invoice side by side. The numbers didn’t match. Not because of a bug or a calculation ...
Ozlem Tanrikulu | July 1, 2026 | cloud cost management, Cost Allocation, FinOps, kubernetes, platform engineering, Prometheus
kubernetes, network, logistics, security, Traefik Tigera container security Calico Red Hat Dynatrace

What Kubernetes Means for NetOps and CloudOps Teams

Kubernetes at 10 powers most enterprises, but its complexity creates blind spots in networking, security, and troubleshooting. Here’s how IT teams can adapt ...
Nigel Hickey | October 3, 2025 | cloudops, container orchestration, CVE IngressNightmare, Datadog, DevOps silos, hybrid cloud visibility, Ingress controllers, K8s monitoring, Kubernetes MTTR, Kubernetes networking, Kubernetes troubleshooting, microservices security, NetOps, Prometheus, YAML configs
Cloud Native’s Two‑Headed Monster

Cloud Native’s Two‑Headed Monster

Kubernetes brought order to containers. Observability brought clarity to complexity. Now, they’re co-leading the cloud-native movement—and redefining the CNCF ecosystem ...
Alan Shimel | August 15, 2025 | cloud native, cncf, DevOps monitoring, Grafana, KubeCon*CNCNA2025, kubernetes, observability, OpenTelemetry, platform engineering, Prometheus
Prometheus, kubernetes, CNCF Promotes Prometheus Container Monitoring

Setting Up Scalable Monitoring With Prometheus, Grafana and Mimir on Kubernetes

A comprehensive and adaptable guide to setting up scalable monitoring with Prometheus, Grafana, and Mimir on Kubernetes ...
Pradeep Kumar Goud Gaddamidi | June 23, 2025 | Alerts. Automation, cloud, dashboards, GCP, Grafana, kubernetes, Mimir, Monitoring Metrics, NGINX, Prometheus, Terraform
New Relic cloud-native no-code

New Relic Adds Native Kubernetes Support to Observability Platform

New Relic is now providing native Kubernetes support for OpenTelemetry and Prometheus-instrumented hosts ...
Mike Vizard | March 20, 2024 | cloud native, kubernetes, New Relic, observability, OpenTelemetry, Prometheus
10+ Open Source Kubernetes-Native Observability Tools

10+ Open Source Kubernetes-Native Observability Tools

Kubernetes is revolutionizing the way modern enterprises manage their cloud infrastructure. But as the technology develops, so does the need for visibility into systems running on Kubernetes. Without proper observability, it’s hard ...
Bill Doerrfeld | February 22, 2023 | cncf, Grafana, kubernetes, metrics, monitoring, observability, Prometheus

Prometheus Associate Certification will Demonstrate Ability to Monitor Infrastructure

New associate certification exam from CNCF and The Linux Foundation will test foundational knowledge and skills using Prometheus, the open source systems monitoring and alerting toolkit Valencia, SPAIN, KubeCon + CloudNativeCon Europe ...
Veronica Haggar | May 18, 2022 | cncf, KubeCon + CloudNativeCon Europe 2022, Linux Foundation, Prometheus
Chronosphere Adds Query Builder Tool Based on PromQL

Chronosphere Adds Query Builder Tool Based on PromQL

Chronosphere, a provider of an observability platform for cloud-native applications based on microservices, this week added support for a Query Builder tool based on the Prometheus query language (PromQL). That capability comes ...
Mike Vizard | November 5, 2021 | Chronosphere, observability, Prometheus, PromQL, query language
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Beyond Backup: Recovering a Trusted AWS Environment in the Age of AI
15 December 2026
The Economics of Infrastructure Modernization
4 November 2026
The Economics of Infrastructure Modernization
Ten Great DevOps Job Opportunities
26 October 2026
What Session-Level Tracing Taught Me About LLM Applications
26 October 2026
Stop Overlapping Cron Jobs With a File Lock
26 October 2026
AI Security: Machine-Speed Threats, Multi-Layered Defense
1 December 2026
AI Security: Machine-Speed Threats, Multi-Layered Defense
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
23 November 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
Agentic Lifecycle Management with AWS
17 November 2026

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ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

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MOST READ

AKS Is Growing – Along With Its Kubernetes Utilization Problem

October 6, 2026

Microsoft Bakes Linux Container Support Directly into Windows

October 2, 2026

RapidFort Creates Multiple Alliances to Better Secure Cloud-Native Applications

October 6, 2026

ActiveState Allies with Docker to Harden Software Artifacts

October 22, 2026

RECENT POSTS

AI Didn’t Break Kubernetes Optimization. GPUs Did.
Container/Kubernetes Management Contributed Content Kubernetes Observability Social - Facebook Social - LinkedIn Social - X Topics 

AI Didn’t Break Kubernetes Optimization. GPUs Did.

October 26, 2026 Eli Birger 0
How Kubernetes Workload Identity Actually Works at the Protocol Layer
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

How Kubernetes Workload Identity Actually Works at the Protocol Layer

October 26, 2026 Michael Carter 0
Why Cloud-Native Software Testing Requires Rethinking What a Passing Test Actually Means
Cloud-Native Architecture Cloud-Native Development Contributed Content Microservices Social - Facebook Social - LinkedIn Social - X Topics 

Why Cloud-Native Software Testing Requires Rethinking What a Passing Test Actually Means

October 23, 2026 Sancharini Panda 0
ActiveState Allies with Docker to Harden Software Artifacts
Cloud-Native Security Cloud-Native Security DevSecOps Docker Features Social - Facebook Social - LinkedIn Social - X 

ActiveState Allies with Docker to Harden Software Artifacts

October 22, 2026 Mike Vizard 0
Scaling GitOps With Release Promotion
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Scaling GitOps With Release Promotion

October 20, 2026 Jesse Suen 0
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