Features
Why Docker Matters for Data Science
Docker containers make data science projects portable and reliable, eliminating version conflicts and missing libraries and making it easy for teams to share and run data science projects in the exact same ...
Runtime Visibility & AI-powered Security in Cloud-Native Environments
Kubernetes and cloud-native platforms have transformed software delivery — but also redefined the attack surface. As threats shift to runtime, visibility and real-time response have become the new security frontline. AI-driven anomaly ...
Akuity Applies AI to Both Management of ArgoCD and Kubernetes Clusters
Akuity has infused AI into its ArgoCD platform to help IT teams detect degraded states, triage incidents, and automate fixes across Kubernetes clusters, enabling scalable GitOps-driven operations with greater efficiency and resilience ...
LLMs & Kubernetes Configuration: Automating Hardening, Drift Detection and Policy Enforcement
Kubernetes misconfigurations remain the top security risk. AI copilots promise automated hardening, drift detection, and policy enforcement to make clusters safer ...
Report Details Raft of Kubernetes Management Challenges
An analysis of thousands of incidents involving Kubernetes clusters finds IT teams are spending 34 workdays per year resolving issues, with 79% of those incidents stemming from recent system changes. The report, ...
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 ...
Mirantis Adds Consulting Team to Help Deploy MCP Servers on Kubernetes Clusters
Mirantis today added a set of services for organizations looking to deploy artificial intelligence (AI) workloads accessing Model Context Protocol servers deployed on Kubernetes clusters. Randy Bias, vice president of open source ...
Stateful Microservice Migration & the Live-State Challenge in Kubernetes
Alan argues that Kubernetes can’t ignore state any longer. While stateless apps fit the original vision, real-world workloads — from databases to AI pipelines — demand continuity. A new research framework, MS2M ...
Bridging Observability & Security in Kubernetes: Beyond Just Metrics
Kubernetes has expanded agility but also the attack surface. Alan argues that observability and security can no longer live in silos — metrics, logs, and traces already hold critical security signals, while ...
GitOps at Fleet Scale: Decentralization vs. Control
Alan unpacks Red Hat’s agent-based GitOps architecture for OpenShift and what it means for scaling GitOps across fleets of Kubernetes clusters. From central control to decentralized agents, discover how balance drives the ...
