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Stop Wasting GPU Budget: Autoscaling AI Inference on Kubernetes with KEDA
The rush to deploy Large Language Models (LLMs) and generative AI has created a massive infrastructure bottleneck. Platform engineering teams are spinning up expensive GPU node pools on Kubernetes, but they are ...
Ten Years of the Operator Pattern: What We Got Right, What We’d Change
CoreOS introduced the operator pattern in November 2016, and nearly a decade later operators are everywhere. Almost every CNCF graduated project ships one, every database vendor offers one, and every platform team ...
Microsoft Introduces Execution Containers to Keep AI Agents in Check
Microsoft Execution Containers (MXC) brings policy-driven, OS-level containment to AI agents on Windows. Here's what enterprises need to know ...
Why Developers Struggle with Container Security, and How to Help Them Do Better
More than a decade has passed since Docker (the platform that brought software containers mainstream) swept onto the scene, transforming the way many organizations build and deploy applications. Yet, when it comes ...
Shattering the Kubernetes Registry Bottleneck: Scaling Enterprise CI/CD With P2P Mesh Architecture
The transition from centralized infrastructure to decentralized topologies is inevitable as compute scales. Relying on a single registry to serve thousands of ephemeral containers is an architectural anti-pattern. ...
Black Box Testing APIs in Microservices: Why Your Tests Pass but Your System Still Fails
The CI pipeline is green. Every API test passed. The team ships to production, and within forty minutes, incident alerts start firing. A downstream payment service is returning unexpected null values on ...
Azure Linux 4.0 Signals Microsoft’s Commitment to Open Source AI Infrastructure
Microsoft is widening its Linux strategy as AI infrastructure drives Azure’s growth, announcing Azure Linux 4.0 alongside the general availability of Azure Container Linux at Open Source Summit North America 2026. For ...
Together, Edera and Minimus Claim They Can Protect Your Software From AI Hackers
Hopefully, they can deliver because AI programs like Anthropic’s Mythos AI are cracking open programs faster than an otter can shuck oysters. MINNEAPOLIS — At Open Source Summit North America, Edera, a ...
How to Implement Shift-Left Security in Cloud-Native Applications?
Most security teams still treat cloud-native security as something to handle after deployment. That approach is costing them more than they realize. According to research, the average cost of a data breach ...
Kubernetes Was the Easy Part
Kubernetes was hard. Nobody who lived through the early container years should pretend otherwise. The industry had to learn a new operating model, a new control plane, a new vocabulary and a ...
