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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

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 ...
Alan Shimel | | anomaly detection, C2 traffic, cloud native security, convergence, cross-training, crypto-mining, devops, kubernetes, lateral movement, logs, metrics, observability, observability-driven security, OpenTelemetry, organizational silos, platform engineering, runtime security, security, SRE, tool sprawl, traces

Cost-Effective Reliability: Making Sense of Multi-Zone Kubernetes
Look around the ‘net and you’re likely to see Kubernetes operators worrying about how to keep their applications up even in the face of failures but also worrying about the cost of ...

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 ...

CNCF, Docker Partnership Streamlines Container Security, Operations
CNCF and Docker partner to boost open source projects with security, scalability and trusted container delivery through Docker’s DSOS program ...
Nathan Eddy | | cloud native security, CNCF Docker partnership, CNCF projects Kubernetes Prometheus Envoy OpenTelemetry, container image provenance, container registry scalability, container security, DevSecOps open source, Docker Hub trusted images, Docker Hub usage insights, Docker Scout vulnerability scanning, Docker Sponsored Open Source, DSOS program, open source maintainers, open source software supply chain security