This article dives into Azure RBAC for Kubernetes. It maps each persona to pinpoint roles per namespace. Permissions stay minimal from the get-go. It ties role bindings toAzure AD groups, splits dev and prod, and flips on audit logs. Quarterly reviews, crisp docs keep RBAC lean and current... read more  

Docker Desktop hatches a betaMCP CatalogandToolkit. It unleashes 100+ containerized Model Context Protocol servers loaded with metadata and use-case filters. Teams fire them via GUI or CLI. The catalog carvesDocker-builtimages from community builds, runs supply-chain scans, and seals isolation. Cust.. read more  

GitHub Spark spins natural-language prompts into full-stack AI apps in minutes. It tapsClaude Sonnet 4to scaffold UI and server logic. It hooks updata storage,LLM inference, hosting,GitHub Actions,Dependabot, plus multi-LLM smarts from OpenAI, Meta, DeepSeek and xAI—zero config. Trend to watch: AI .. read more  

A critical CVE-2025-7342 hauntsKubernetes Image Builder v0.1.44and earlier. It shipsNutanix/OVAimages with defaultWindows Administratorcreds intact. That slip-up invites root access on Windows nodes. Linux builds and other providers dodge this bullet. Mixed clusters run hot until images rebuild or p.. read more  

Amazon ECS tasks fire logs through a FireLens sidecar. Fluent Bit ships them into a shared Amazon OpenSearch Serverless domain. Cross-account IAM roles lock down access. The pipeline centralizes logs, unlocks full-text search, SQL and PPL queries, and slashes storage costs with on-demand indexing. .. read more  

Cloud Native Computing Foundation’s mid-year report drops.Kubernetescommands 3,500+ authors.OpenTelemetryrockets to 1,884 contributors, snagging second in PR velocity.Backstageclimbs to 649.Argo(860) andFlux(156) lock GitOps in place.Kubeflowbreaks into the top 30 with 302. Trend to watch:Internal .. read more  

Benchmarks crack open the myth: VM-based Kubernetes rivals bare metal. It secures 99% throughput. It matches latency in netperf and MLPerf. Major clouds spin containers on VMs. They enforce hard resource caps, isolation, and central policy management. Bare metal shrinks to ultra-low-latency niches. .. read more  

Amazon EKS now powers IPv6 dual-stack VPC clusters. It doles out /80 prefixes via the VPC CNI flagsENABLE_V6_EGRESSandENABLE_V4_EGRESS.  AWS ships an Istio multi-cluster playbook—single-VPC to multi-VPC. It rigs remote reader secrets and east-west gateways, fusing IPv4 and IPv6 for service discovery.. read more  

Neocloudslike CoreWeave and Lambda Labs burst onto the scene, doling out affordableGPUpower and killer networking. They're tackling old-school cloud's weaknesses with style. Signal:The rise ofAI Neocloudsmarks a pivot in tech's landscape. They're carving out a niche with solutions crafted for AI's .. read more  

KubeVirt spins up VMs inside Kubernetes clusters. It hooks intoPortworxfor stateful volumes. It tapsOpenShiftorRancherto match VMware’s arsenal. Declarative YAML meetsGitOpspipelines, unified schedulers and RBAC. Teams juggle VMs and containers on one toolchain. License bills shrink. Infra shift:Le.. read more