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Features

Fitting Square Kubernetes Into the Round AI-Native Apps

Fitting Square Kubernetes Into the Round AI-Native Apps

Kubernetes tamed cloud-native workloads, but AI-native apps push its limits. Can it evolve for GPU-first, data-intensive AI — or is it time for new control planes? ...
Alan Shimel | September 8, 2025 | AI control plane, AI infrastructure, AI pipelines Kubernetes, AI-native applications, cloud-native vs AI-native, container orchestration AI, distributed training orchestration, GPU scheduling, inference at scale, internal developer platforms, Kubeflow, KubeRay, kubernetes, Kubernetes AI workloads, Kubernetes future, Kubernetes limitations, Kubernetes vs AI, platform engineering, Ray on Kubernetes, Volcano scheduler
Kubernetes, observability, tracing, kubernetes observability, Grafana labs, kubernetes, observe, tool, Datadog, data, observability, kubernetes Docker Granulate observability

From Observability to Actionability: Why Metrics Alone Aren’t Enough

Observability has plateaued. The next step is actionable observability—using AI, automation, and SLOs to turn telemetry into reliable outcomes ...
Alan Shimel | September 5, 2025 | actionable observability, AIOps, anomaly detection, auto-remediation, cloud native, continuous verification, devops, ELK stack, golden paths, internal developer platforms, metrics logs traces, observability, OpenTelemetry, platform engineering, SLO-driven operations, SRE, telemetry automation
Apple Buys Styra Brains, OPA Remains Open

Apple Buys Styra Brains, OPA Remains Open

In what may be the most Apple-esque move in recent memory—quiet, strategic, and totally on-brand—the tech giant has apparently executed an “acquihire without the acquisition” by scooping up the co-founders and core ...
Alan Shimel | September 3, 2025 | Apple, kubernetes, OPA, Styra
GitOps, Red Hat, Civo Flux ,GitOps. Weaveworks Sysdig AI

The GitOps Plateau – Have We Stopped Innovating?

GitOps adoption is steady but innovation has slowed. AI-native GitOps could be the breakthrough that makes Kubernetes delivery smarter, safer, and scalable ...
Alan Shimel | September 3, 2025 | AI-native GitOps, ArgoCD GitOps, event-driven GitOps, Flux GitOps, GitOps and AI, GitOps automation, GitOps for multi-cloud, GitOps future, GitOps innovation, GitOps plateau, GitOps platform engineering, GitOps reconciliation, Kubernetes delivery, Kubernetes YAML automation, policy-as-code GitOps
Akuity, SUSE, Nutanix, kubernetes, cycle, Mirantis, kubernetes, LoftLabs, vNode, Komodor, configurations, application, clusters, virtual, Red Hat, Kubernetes clusters, Komodor, kubernetes, clusters, kubernetes, IDPs, TLS, certificates, clusters, virtual clusters, Kubernetes, Kubernetes, vCluster CAST AI KBOM DoKC Platform9 Kubernetes

CNCF Elevates Platform for Managing Bare Metal Servers Running Kubernetes

CNCF elevates Metal3.io to incubation, advancing open-source automation for managing Kubernetes clusters on bare-metal infrastructure ...
Mike Vizard | September 3, 2025 | AI workloads bare metal, Baremetal Operator BMO, cloud-native infrastructure automation, Cluster API Provider Metal3 CAPM3, CNCF incubation project, CNCF open source projects, Ericsson Metal3, Ironic framework, Kubernetes automation, Kubernetes bare metal, Kubernetes infrastructure management, Kubernetes on bare metal, Kubernetes operators, Metal3.io, Red Hat Metal3
kubernetes, survey, Dapr, CNCF, Survey Finds Growing Container Security Concerns

Why Dapr is the Productivity Boost Every Cloud-Native Team Needs 

A new CNCF survey shows 96% of developers using Dapr report faster development cycles, with many citing 30%+ productivity gains. Adoption of the open-source runtime is accelerating as enterprises expand AI-driven applications, ...
Nathan Eddy | August 29, 2025 | cloud native runtime, CNCF Dapr survey, Dapr adoption 2025, Dapr Agents, Dapr AI workloads, Dapr developer productivity, Dapr large language model API, Dapr multi-cloud strategy, distributed application runtime, microservices development
Arrival of Kubernetes 1.34 Simplifies Raft of Management Challenges

Arrival of Kubernetes 1.34 Simplifies Raft of Management Challenges

The Technical Oversight Committee (TOC) for Kubernetes today released an update to the platform that adds and revises application programming interfaces (APIs) to resolve a range of performance, management and cybersecurity challenges ...
Mike Vizard | August 27, 2025 | API, DRA, kubernetes, TOC
CI/CD, GitOps, pipelines, Jenkins, kubernetes, kpack, buildpacks, CI/CD, Codefresh, Komodor, AI, clusters, kubernetes, generative AI Kubernetes Argo container security continuous SQL Server Windocks Tekton Kubeflow Red Hat CI/CD

GitOps Under Fire: Resilience Lessons from GitProtect’s Mid-Year 2025 Incident Report

GitOps may power cloud-native delivery, but rising outages and breaches across GitHub, GitLab, Jira, and Azure DevOps expose just how fragile today’s pipelines really are ...
Alan Shimel | August 27, 2025 | Azure DevOps pipelines, Bitbucket reliability, CI/CD disruption, cloud-native delivery, DevOps platform outages, GitHub incidents, GitLab breach, GitOps dependencies, GitOps resilience, GitOps security, GitProtect report 2025, internal developer platforms, Jira downtime, Kubernetes GitOps, platform engineering, resilience engineering, self-healing infrastructure, SRE practices, supply chain stability, zero-trust DevOps
SRE, autoscaling, Tailscale, Kubernetes, argo cd, Kubernetes v1.33,  AI, Nelm, Kubernetes, architecture, , architecture, Rackspace, GPUs, Kubernetes, Solo.io Kubernetes cloud foundry keptn cloud-native automation

Kubernetes Has Become Boring — That’s a Good Thing

Nearly 10 years on, Kubernetes has become the invisible backbone of cloud-native infrastructure—stable, trusted and still quietly evolving ...
Alan Shimel | August 27, 2025 | cloud infrastructure, cloud native, cncf, containers, devops, Futurum Group research, kubernetes, Kubernetes maturity, microservices, platform engineering
Docker, AI, GenAI, Kubernetes, docker, ai, cloud-native AI Carbon Relay

Broadcom Advances VMware Tanzu with AI, Data Intelligence and App Modernization Tools

Broadcom is expanding VMware Tanzu with new AI, data intelligence, and modernization tools to simplify cloud-native application development and operations ...
Mike Vizard | August 26, 2025 | cloud-native applications, data, kubernetes, visibility, VMwareExplore2025
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Five Questions Your Cloud Team Can’t Answer in Under Five Minutes
8 April 2026
Five Questions Your Cloud Team Can’t Answer in Under Five Minutes
Closing the Cloud Security Gap With Runtime Protection
25 March 2026
Cloud Security Maturity Best Practices for 2026
24 March 2026
Cloud Security Maturity Best Practices for 2026
Why Traditional Security Fails the FinServ Speed Test
23 March 2026
Why Traditional Security Fails the FinServ Speed Test
Spill the Beans: What’s Really Brewing in Campus & Branch Networks
19 March 2026
Spill the Beans: What’s Really Brewing in Campus & Branch Networks
Why Argo CD Breaks at Scale (and How to Avoid It)
18 March 2026
Why Argo CD Breaks at Scale (and How to Avoid It)

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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

Edera Advisory Highlights Remote Code Execution Flaw in Kubernetes

January 29, 2026

Gas Town: What Kubernetes for AI Coding Agents Actually Looks Like

February 16, 2026

Kubernetes and IPv6: Together at Last?

February 4, 2026

Survey Surfaces Raft of Container Security Challenges

January 29, 2026

Kubernetes Begins Work on Pod Checkpoint/Restore

February 2, 2026

RECENT POSTS

From PagerDuty to ‘Agentic Ops’: The Rise of Self-Healing Kubernetes 
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

From PagerDuty to ‘Agentic Ops’: The Rise of Self-Healing Kubernetes 

February 27, 2026 Pavan Madduri 0
Hybrid Cloud at Enterprise Scale: Private Kubernetes for Portability and Control 
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Hybrid Cloud at Enterprise Scale: Private Kubernetes for Portability and Control 

February 24, 2026 Shravani Gunturu 0
Cost Control for Kubernetes: Monitor, Right-Size, Govern
Cloud-Native Development Features Kubernetes in the Enterprise Social - Facebook Social - LinkedIn Social - X 

Cost Control for Kubernetes: Monitor, Right-Size, Govern

February 20, 2026 Joab Jackson 0
Scaling a Financial Reconciliation Pipeline With Serverless 
Contributed Content Social - Facebook Social - LinkedIn Social - X 

Scaling a Financial Reconciliation Pipeline With Serverless 

February 20, 2026 Melvin Philips 0
The Rise of Context-Aware Platforms in Cloud-Native Engineering
Cloud-Native Development Cloud-Native Platforms Contributed Content Platform Engineering Social - Facebook Social - LinkedIn Social - X Topics 

The Rise of Context-Aware Platforms in Cloud-Native Engineering

February 20, 2026 Arul Watson 0
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