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AI observability

Kubernetes Did Not Miss the AI Wave. It Absorbed It

Kubernetes Did Not Miss the AI Wave. It Absorbed It

Enterprise AI is settling onto the cloud native stack, and the strongest evidence is not a vendor roadmap. It is what the ecosystem has already standardized ...
Alan Shimel | September 10, 2026 | AI gateways, AI Inference, AI infrastructure, AI observability, AI operations, cloud native, cloud native AI, cncf, Dynamic Resource Allocation, enterprise AI, gateway API, generative AI, GPU scheduling, kubernetes, Kubernetes AI, Kueue, llm-d, model routing, model serving, platform engineering
The Telemetry Debt Crisis: Why Cloud-Native Teams are Optimizing the Wrong Metric

The Telemetry Debt Crisis: Why Cloud-Native Teams are Optimizing the Wrong Metric

Telemetry debt is overwhelming engineering teams with noisy alerts, unused dashboards and rising observability costs. Here’s how to identify, reduce and prevent it ...
David Iyanu Jonathan | August 5, 2026 | adaptive sampling, AI observability, alert fatigue, dashboard sprawl, eBPF observability, FinOps, incident response, log management, metric cardinality, MTTR, observability as code, observability costs, observability maturity, observability strategy, OpenTelemetry, platform engineering, telemetry governance, telemetry ROI, trace data
CNCF, cloud native, NVIDIA, AI, Peritus microservices

Beyond the Model: Why AI Agent Orchestration Requires Cloud-Native Engineering

AI agent orchestration is a distributed systems challenge. Cloud-native engineering provides the resilience, observability, security and scalability needed for production AI ...
Nithiya Dharshini | July 22, 2026 | agent communication, agentic AI infrastructure, AI agent orchestration, AI governance, AI infrastructure, AI observability, AI scalability, AI security, AI workflow monitoring, AI workload management, automated scaling, cloud native AI, cloud-native engineering, containerized AI services, distributed AI systems, distributed tracing, enterprise AI agents, event-driven architecture, GitOps, Kubernetes for AI, multi-agent systems, platform engineering, production AI systems, resilient AI systems
metrics, agents, ai, cloud-native, cloud native, project, istio, ambient, architecture, modules, cloud native, CCoE Kubernetes Virtana CrowdStrike cloud native

AI Agents Power Cloud-Native Transformation 

AI agents are redefining cloud-native development by embedding intelligence into DevOps workflows — optimizing pipelines, automating debugging, and accelerating release cycles. Experts like Promevo CTO John Pettit explain how these autonomous systems ...
Nathan Eddy | October 30, 2025 | AI agents, AI code reviewer, AI in DevOps, AI in software engineering, AI observability, AI-powered debugging, autonomous systems, CI/CD optimization, cloud infrastructure management, cloud-native transformation, DevOps automation, intelligent automation, platform engineering, shift left security, software delivery lifecycle (SDLC)
microservices, opentelemetry, data, Grafana, OpenTelemetry Argo NeuVector Extends Red Hat OpenShift Availability

Why Agentic SREs Require Active Telemetry in Kubernetes

Discover how Active Telemetry enables Agentic SREs to move from reactive firefighting to autonomous diagnosis and proactive reliability in Kubernetes ...
Tucker Callaway | October 23, 2025 | Active Telemetry, Active Telemetry pipeline, Agentic SRE, AI infrastructure, AI observability, AI-driven SRE, autonomous diagnosis, autonomous operations, cloud native operations, context engineering, data context, intelligent observability, KubeCon 2025, Kubernetes reliability, MTTR reduction, operational autonomy, proactive remediation, root cause analysis, site reliability engineering, telemetry architecture

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The Economics of Infrastructure Modernization
4 November 2026
The Economics of Infrastructure Modernization
The AI-Powered Modernization Playbook for Financial Services Secure Migration, Modernization & the AI-Driven Development Lifecycle
14 October 2026
The AI-Powered Modernization Playbook for Financial Services Secure Migration, Modernization & the AI-Driven Development Lifecycle
The Economics of Infrastructure Modernization
4 January 2027
The Economics of Infrastructure Modernization
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22 October 2026
Continuous modernization: why modernization never really finishes
You Can’t Scale Software Testing with Fragile Automation
21 October 2026
You Can’t Scale Software Testing with Fragile Automation
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
20 October 2026
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint

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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

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MOST READ

Kubernetes Did Not Miss the AI Wave. It Absorbed It

September 10, 2026

Komodor Extends AI SRE Reach for Kubernetes to AI Agents

September 17, 2026

Manifestly Safer, Why Kubernetes Wants Developers to Speak KYAML

September 8, 2026

Karmada Federated Control Plane for Kubernetes Achieves CNCF Graduation

September 24, 2026

CloudBolt Adds Ability to Optimize GPU Consumption by Kubernetes Workload

September 24, 2026

RECENT POSTS

When the Scheduler is Full but the Autoscaler Is Not
Contributed Content Docker Social - Facebook Social - LinkedIn Social - X Topics 

When the Scheduler is Full but the Autoscaler Is Not

October 7, 2026 Praneeth Kodumagulla 0
AKS Is Growing – Along With Its Kubernetes Utilization Problem
Container/Kubernetes Management Features Kubernetes Governance Kubernetes in the Enterprise Social - Facebook Social - LinkedIn Social - X 

AKS Is Growing – Along With Its Kubernetes Utilization Problem

October 6, 2026 Sharone Zitzman 0
RapidFort Creates Multiple Alliances to Better Secure Cloud-Native Applications
Cloud-Native Security Containers DevSecOps DevSecOps Features Social - Facebook Social - LinkedIn Social - X 

RapidFort Creates Multiple Alliances to Better Secure Cloud-Native Applications

October 6, 2026 Mike Vizard 0
Why One of Two Kubernetes Pods Missed a Secret That Already Existed
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Why One of Two Kubernetes Pods Missed a Secret That Already Existed

October 6, 2026 Ahmed Tariq 0
Six Production Guardrails for Enterprise AI Applications on Kubernetes
Contributed Content DevOps Kubernetes Observability Social - Facebook Social - LinkedIn Social - X Topics 

Six Production Guardrails for Enterprise AI Applications on Kubernetes

October 5, 2026 Shiva Kalyan Reddy Giri 0
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