traffic management Archives

Why Blue-Green Deployments Fail at Scale in Kubernetes — and What Works Instead

While blue-green deployments promise zero downtime, implementing them at scale in Kubernetes introduces hidden resource costs, database sync issues, and session traffic complexities. Explore a practical framework utilizing rolling updates, canaries, and ...

Bala Priya C | June 10, 2026 | Argo Rollouts, blue/green deployment, canary deployments, Devops architecture, feature flags, kubernetes, progressive delivery, rolling updates, service mesh, traffic management

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

How Kthena Router Supports Gateway API and Inference Extension

Learn how Kthena Router leverages the Kubernetes Gateway API and Gateway API Inference Extension to provide standardized, model-aware routing for AI/ML workloads, resolving model name conflicts and enabling multi-tenant isolation ...

Zengzeng Yao | May 4, 2026 | AI/ML Inference, Gateway API Inference Extension, InferencePool, interoperability, Kthena Router, Kubernetes Gateway API, Model-Aware Routing, Multi-tenancy, Prefill-Decode Disaggregation., traffic management

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 ...

service mesh, Buoyant, Istio Solo.io Buoyant Linkerd service mesh

Service Mesh Evolution: Ambient Mode, Gateways & The Return of Simpler Architectures

Service mesh is evolving beyond sidecars. Ambient mode and Gateway APIs deliver security, observability, and traffic control with less overhead. Teams benefit from leaner, more flexible architectures ...