A developer's analysis of cluster-wide service meshes reveals significant operational costs, with traditional Envoy sidecars consuming approximately 70 GB of memory at 1,000 pods and adding 166% laten…
Enterprises are moving from single-turn chatbots to complex multi-agent orchestration meshes, where specialized autonomous agents collaborate asynchronously on multi-step workflows. To manage these no…
Tigera's Calico Enterprise platform now supports VMs and containers on Kubernetes with a unified networking and security model, enabling enterprises to migrate VMs to Kubernetes without renumbering IP…
Canonical launched Managed Kubeflow on Microsoft Azure, a fully managed service that runs within the customer's own cloud tenancy to eliminate the operational overhead of maintaining Kubeflow's distri…
The Cloud Native Computing Foundation (CNCF) has elevated OpenTelemetry to its highest maturity level, graduating the project as production-ready for enterprise use. The milestone recognizes OpenTelem…
A developer argues that chaining multiple AI agents compounds reliability failures, with ten 95% reliable agents yielding only 60% system reliability. Citing studies showing 41-87% failure rates in mu…
The article describes the process of mirroring a production EKS cluster locally on a Mac, focusing on integrating Vault for secret management. It explains how Vault's Kubernetes auth method allows pod…
Part 2 of a series documenting the setup of a production-mirror Kubernetes lab on a Mac using OrbStack. The author demonstrates how to create a single-node cluster with a single command, which automat…
A vulnerability in Kubeflow versions prior to 1.10 allows attackers with Contributor or kubeflow-edit roles to steal authorization tokens via overly permissive Istio permissions, enabling account take…
After the retirement announcement of Ingress-NGINX, Stack Overflow was forced to replace the tool that had handled their Kubernetes traffic routing since their move to the platform. They evaluated sev…