Features

Sidero Labs to Extend Scope of Talos Linux Platform for Kubernetes
Sidero Labs plans to add an ability to deploy applications to the Omni management framework it provides for Talos Linux, a lightweight distribution of Linux that includes an instance of Kubernetes that ...

Kubernetes or Chaos: The Risks of Running AI Workloads Without Orchestration
When AI environments aren’t orchestrated, the result is GPU waste, job starvation, dependency conflicts, and runaway cloud bills. It’s like running a data center without a traffic controller—everything eventually collides. Most organizations ...

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 ...
Alan Shimel | | AI copilot, AI governance, AI in cybersecurity, anomaly detection, automated response, CI/CD security, cloud native security, cloud security, cloud-native defense, container security, DevSecOps, explainable AI, kubernetes, LLMs in security, observability, platform engineering, runtime protection, runtime security, runtime visibility, security automation, security telemetry, service mesh, threat detection, zero-trust

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 ...
Alan Shimel | | admission controllers, AI copilots, AI in Kubernetes, cloud native security, cncf, drift detection, GitOps, KubeGuard, kubernetes, Kubernetes governance, kubernetes hardening, Kubernetes misconfiguration, Kubernetes security, Kyverno, large language models, LLMs, OPA, OpenTelemetry, platform engineering, RBAC, YAML Jenga

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 ...
Alan Shimel | | AI/ML pipelines, blue/green deployment, canary releases, cloud portability, cncf, CRIU, Data Sovereignty, day-two operations, disaster recovery, forensic container checkpointing, hybrid cloud, kubernetes, live migration, MS2M, multi-cluster, platform engineering, resilience, service mesh, Stateful Workloads, stateless vs stateful