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 ..

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. ..

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..

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. ..

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 ..

ESG spots Tintri VMstore’sCSI driverpackingAuto-QoS,real-time I/O analyticsandpredictive tuningfor sub-ms container and VM workloads. That driver fires upinstant cloneandsnapshottest environments. It enforces policy-drivenRPO/RTOprotection. It unifies VM, container and database control. Infra shift..

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..

Kong offers three different helm charts for Kubernetes ingress, leveraging the new Gateway API. Kong Gateway Operator simplifies deployment and management by using CRDs instead of custom helm charts. Using GatewayClass and Gateway resources are essential for the operator to spin up dataplanes and co..

ContainerHijack hijacksDocker Image Manifest V2 Schema 2. It taints images inDocker Hub,Amazon ECR,GCR. Scanners shrug. Signature checks buckle. Defenders deploypolicy-as-code admission controllers. They lock down Terraform ECR push policies.Falco rulesflag strange layers, ghost pushes, rogue proces..

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..