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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 is designed to be declaratively installed. Speaking at the TalosCon 2025 event in Amsterdam, Sidero Labs CEO Steve The post Sidero Labs to Extend Scope of Talos Linux Platform for Kubernetes appeared first on Cloud Native Now.
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 started adopting AI without thinking through the operational impacts. They were either experimenting with AI to see how The post Kubernetes or Chaos: The Risks of Running AI Workloads Without Orchestration appeared first on Cloud Native Now.
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 setup, no matter where they work. Unlike traditional virtual machines (VMs), which are closely tied to the host The post Why Docker Matters for Data Science appeared first on Cloud Native Now.
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 detection, automated response, and contextual enrichment are helping teams cut through the noise, but trust, explainability, and human oversight remain critical. The future of cloud-native defense lies in human–AI collaboration at runtime. The post Runtime Visibility & AI-powered Security in Cloud-Native Environments appeared first on Cloud Native Now.
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. The post Akuity Applies AI to Both Management of ArgoCD and Kubernetes Clusters appeared first on Cloud Native Now.
Kubernetes misconfigurations remain the top security risk. AI copilots promise automated hardening, drift detection, and policy enforcement to make clusters safer. The post LLMs & Kubernetes Configuration: Automating Hardening, Drift Detection and Policy Enforcement appeared first on Cloud Native Now.
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, conducted by Komodor, a provider of a platform for managing Kubernetes clusters, also finds more than 60% of The post Report Details Raft of Kubernetes Management Challenges appeared first on Cloud Native Now.
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. The post Service Mesh Evolution: Ambient Mode, Gateways & The Return of Simpler Architectures appeared first on Cloud Native Now.
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 strategy and technology at Mirantis, said the MCP AdaptiveOps service is designed to provide access to Mirantis engineering The post Mirantis Adds Consulting Team to Help Deploy MCP Servers on Kubernetes Clusters appeared first on Cloud Native Now.
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 with forensic container checkpointing, points to a future where stateful services can migrate live across clusters with minimal downtime. For platform teams, this could redefine disaster recovery, cloud portability, and day-two ops — making state a first-class citizen in Kubernetes. The post Stateful Microservice Migration & the Live-State Challenge in Kubernetes appeared first on Cloud Native Now.