Social – LinkedIn
Your Model Works in the Notebook and Breaks in the Cluster
A model working in a notebook gives you a particular kind of confidence. The metrics look good, the code runs top to bottom, the researcher demos it, leadership nods, and everyone agrees ...
Inside the Packet: How Kubernetes Networking Actually Works at L3/L4
Stop guessing why your Pods can't communicate. This deep dive strips away the magic of Kubernetes networking, providing a layer-by-layer breakdown of the dataplane using real packet captures, kernel data structures and ...
Supermicro Debuts Kubernetes Edge AI Appliance with Red Hat and Everpure
Supermicro has introduced a prevalidated Kubernetes Edge AI appliance developed in partnership with Red Hat and Everpure, aiming to streamline the deployment of AI applications across distributed edge environments. The new release ...
Building a Secure Software Development Lifecycle (SSDLC) for Cloud-Native Teams
As cloud-native architectures continue to redefine how applications are built and deployed, security must evolve alongside them. Often bolted on at the end of development, traditional approaches are no longer sufficient in ...
What Preparing for CKS Taught Me About Kubernetes Security
Preparing for CKS reinforced that Kubernetes security is not about a single tool or feature. It is about good defaults, clear boundaries and consistent operational practices ...
What Test Automation Tools Need to Handle When AI is Generating Cloud-Native Code at Scale
AI coding assistants change what test automation tools need to handle in cloud-native environments. Explore where the gaps concentrate and what to address ...
The Pipeline That Thinks: Building an AI-Powered DevSecOps Pipeline on AWS EKS
The organizations building pipelines that think, review, secure, monitor and recover, are defining what the next baseline looks like ...
Self-Healing Kubernetes Gets Real—and Risky: Running AI Agents on Amazon EKS
For years, “self-healing Kubernetes” meant a liveness probe restarting a crashed pod. In 2026 it means something far more literal: an autonomous agent that reads your cluster’s logs and metrics, forms a ...
Security Flaw in Argo CD Can Let Attackers Take Over Kubernetes Clusters
Argo CD has become a widely popular open source tool for developers who use GitOps for deploying cloud-native applications to Kubernetes. For cyberthreat actors who are already increasingly focusing their attention on ...
How AI SaaS Platforms Are Transforming Cloud-Native Applications
By combining the scalability of cloud-native architecture with the intelligence of AI, businesses can create applications that are not only efficient but also adaptive and future-ready ...
