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A revised kubernetes.io deep dive walks through the local cache every kubebuilder-based controller depends on. The operational read: r.Get and r.List never touc

AWS has published a walkthrough of an Infrastructure as Code MCP Server that exposes four tools to any MCP-compatible AI assistant: CloudFormation docs search,

AWS published a walkthrough showing its DevOps Agent connecting to ServiceNow as an MCP client and using the ServiceNow MCP Server to pull incident, CMDB and ch

GitLab has pushed its Secrets Manager into public beta with three new consumers beyond CI jobs: External Secrets Operator for Kubernetes, a Terraform/OpenTofu d

OpenCost 1.121.0, announced on the CNCF blog on August 5, adds per-model and per-token cost attribution for AI inference workloads. The release aims at platform

The June 30 release of Kubernetes Gateway API v1.6 graduates raw L4 TCPRoute and UDPRoute to the Standard channel under v1, deprecates their v1alpha2 counterpar

The release team's preview for v1.37 flags a three-release deprecation clock on kube-proxy ipvs mode, a rule that Static Pods can no longer reference Secrets or

Docker has added OpenID Connect authentication for GitHub Actions on Team, Business and Docker Hardened Images plans, so workflows push and pull images with a s

A CNCF blog post walks through how the Kyverno CLI now stands up an in-memory fake of the Kubernetes API cache, so policies that lean on GlobalContextEntry look

A CNCF walk-through by Dominik Táskai wires three GKE clusters into a full-mesh Linkerd multicluster and kills one. The nine-pod frontend rebalances across the

A DevOps.com walkthrough by Artur Yolchyan lays out a SOC 2-shaped CI/CD pipeline on GitHub Actions and AWS: multi-account isolation, OIDC federation locked to

A CNCF write-up walks through a distributed Kubeflow training job whose GPUs sat around 60% idle while every pod reported healthy. The failure lived one layer d

AWS engineers write up what running Kubernetes at Amazon EKS scale taught them about GPU node failure, and why the default node health model has nothing to say

HashiCorp put a Kubernetes KMS v2 plugin for Vault Enterprise into public beta, letting the API server encrypt etcd through the same Vault install that already

An AWS DevOps Blog walk-through chains the AWS DevOps Agent with the Kiro CLI so incident findings become a pull request instead of a Slack thread. The pipeline

Google Cloud open-sourced k8s-aibom, an unprivileged Kubernetes controller that watches the cluster API for inference runtimes and agent frameworks and emits OW

The New Stack details how AWS treats non-obvious availability zone degradation as its own category on EKS, with zonal shift moving traffic away from an impaired

The Kubernetes SIG Network retired ingress-nginx in March 2026, leaving clusters still on it exposed to unpatched CVEs and stalled feature work. A CNCF post lay

Docker published a guide arguing that SBOMs generated at build time beat post-build scans on completeness, accuracy and freshness. The distinction quietly chang

AWS added an Express deployment mode to CloudFormation that reports stack operations complete as soon as resource configuration is applied, with resources conti

AWS extended CloudFormation's pre-deployment validation to run automatically on CreateStack and UpdateStack, alongside CreateChangeSet. It hard-fails property e

Microsoft has warned Azure DevOps Server customers that Git operations over HTTPS will break for anyone still authenticating with NTLM once libcurl removes the

DRA reached general availability in Kubernetes v1.35, and the NVIDIA DRA driver has dropped its Beta label. For teams running GPU workloads through Kubernetes-b

Amazon EKS engineers detail a set of architectural changes to how the service runs the Kubernetes control plane, including a purpose-built journal that replaces