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⇱ observability Archives - Cloud Native Now


👁 When Your Cluster Won't Sit Still: The Hidden Cost of Kubernetes Autonomy During Incidents

When Your Cluster Won’t Sit Still: The Hidden Cost of Kubernetes Autonomy During Incidents

I’ve spent the better part of the last few years on the receiving end of Kubernetes pages, both as an operator and as someone building tooling for platform teams. The pattern I’ve ...
👁 Stop Treating Your Models Like Microservices

Stop Treating Your Models Like Microservices

A few years ago, it felt like Kubernetes had become the universal answer to infrastructure problems. Teams wanted resiliency? Kubernetes. Faster deployments? Kubernetes. Scalability? Kubernetes again. Eventually, the industry stopped treating cloud-native ...
👁 Istio Weaves ‘Future-Ready’ Service Mesh for AI 

Istio Weaves ‘Future-Ready’ Service Mesh for AI 

At KubeCon + CNC 2026, Istio unveils Ambient Multicluster and the Gateway API Inference Extension to simplify AI infrastructure. Learn how sidecar-less mesh and agentgateway secure agentic workloads and boost deployment velocity ...
👁 visibility, runtime, eBPF Packet-Level Visibility to Workloads

Why Your Kubernetes Network is Still a Black Box — And How to Fix It

Kubernetes networking failures are hard to diagnose. Learn how eBPF and Microsoft Retina provide real-time network observability across your cluster ...
👁 Lightbend Azul Java migration

Navigating the Ingress NGINX Sunset: Four Migration Strategies and How to Choose

Ingress NGINX reached end-of-life in March 2026. Explore four migration strategies—alternate controllers, forks, direct Gateway API migration, and dual-support controllers (e.g., Traefik Ingress NGINX Provider)—plus a three-phase audit→swap→modernize plan for zero-downtime transition ...
👁 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

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

Explore how the role of Site Reliability Engineers (SREs) is transforming with Agentic Ops, integrating technologies like eBPF, LLMs, and Kubernetes Operators to shift problem-solving from humans to intelligent systems ...
👁 MinIO, data, AI, migration Cinchy Cloudera Koyeb

Designing Reliable Data Pipelines in Cloud-Native Environments 

Discover how to design reliable data pipelines in cloud-native environments, emphasizing disciplined design decisions, observability, and team ownership to ensure data integrity and system reliability amidst constant change ...
👁 Running Kubernetes in Production: Practical Lessons From the Field

Running Kubernetes in Production: Practical Lessons From the Field

Kubernetes has become the de facto platform for running containerized workloads at scale. While spinning up a cluster is relatively straightforward, operating Kubernetes reliably in production is far more challenging. Teams often ...