ContentPosts from @benranderson..
Link
@faun shared a link, 2 months, 2 weeks ago

Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough

GKE Inference Gatewayflips LLM serving on its head. It’s all about that GPU-aware smart routing. By juggling the KV Cache in real time, it amps up throughput and slices latency like a hot knife through butter...

Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough
Link
@faun shared a link, 2 months, 2 weeks ago

Unlocking High-Performance AI/ML in Kubernetes with DRANet and RDMA

DraNetslaps networking woes straight out the door. It natively handles RDMA in Kubernetes, so you can toss those convoluted scripts. Now in beta and weighing only 50MB, it offers deployments that are lean, speedy, and unyieldingly secure...

Unlocking High-Performance AI/ML in Kubernetes with DRANet and RDMA
Link
@faun shared a link, 2 months, 2 weeks ago

Critical NVIDIA Container Toolkit Flaw Allows Privilege Escalation on AI Cloud Services

A critical container escape vulnerability (CVE-2025-23266) in NVIDIA Container Toolkit poses a severe threat to managed AI cloud services, earning a CVSS score of 9.0 out of 10.0. This flaw allows37%of cloud environments to potentially be accessed by attackers using a three-line exploit, enabling co..

Critical NVIDIA Container Toolkit Flaw Allows Privilege Escalation on AI Cloud Services
Link
@faun shared a link, 2 months, 2 weeks ago

Building scalable secrets management in hybrid cloud environments

GitGuardian's 2024 reportsounds the alarm:23 million secrets slipped through leaks in 2023. A whopping 70% hung around for months. Talk about a security nightmare! EnterHashiCorp VaultandAkeyless. These tools mastered the multi-cloud juggling act and automated secrets management. Result? A satisfyin..

Building scalable secrets management in hybrid cloud environments
Link
@faun shared a link, 2 months, 2 weeks ago

6 Design Principles for Edge Computing Systems

Edge systemseach have their eccentricities, needing solutions as unique as they are:Chick-fil-Aswears byKubernetesto herd its standard operations. TheAir Force, however, prizes nimbleness and ironclad security for deployments scattered across the globe. Smart edge management? It’s a mix ofInfrastruc..

6 Design Principles for Edge Computing Systems
Link
@faun shared a link, 2 months, 2 weeks ago

Under the hood: Amazon EKS ultra scale clusters

Amazon EKScranked up its gear—you can now spin up clusters with a staggering100,000 nodesat your beck and call. That’s a cozy home for either1.6 million AWS Trainium chipsor800,000 NVIDIA GPUs. Welcome to the playground for ultra-scale AI/ML. Performance soars skyward by ditching old etcd consensus ..

Under the hood: Amazon EKS ultra scale clusters
Link
@faun shared a link, 2 months, 2 weeks ago

Post-Quantum Cryptography in Kubernetes

Kubernetes v1.33quietly rides thepost-quantum securitywave, thanks to Go 1.24's hybrid key exchanges. Watch out for version mismatches, though—those could sneakily downgrade your defenses...

Link
@faun shared a link, 2 months, 2 weeks ago

GitOps continuous delivery with ArgoCD and EKS using natural language

ArgoCD MCP Serverteams up withAmazon Q CLIto shake up Kubernetes with natural language controls. Finally, GitOps that even the non-tech crowd can handle. Kiss those roadblocks goodbye. No more brain strain from Kubernetes. Now, plain language syncs apps, reveals resource trees, and checks health sta..

GitOps continuous delivery with ArgoCD and EKS using natural language
Link
@faun shared a link, 2 months, 2 weeks ago

Securing Kubernetes 1.33 Pods: The Impact of User Namespace Isolation

Kubernetes 1.33rolls out with a security upgrade. It flips the switch onuser namespacesby default, shoving pods into the safety zone as unprivileged users. Potential breaches? Curbed. But don't get too comfy—idmap-capable file systems and up-to-date runtimes are now your new best friends if you want..

Securing Kubernetes 1.33 Pods: The Impact of User Namespace Isolation
Link
@faun shared a link, 2 months, 2 weeks ago

Automated Kubernetes Threat Detection with Tetragon and Azure Sentinel

Kubernetes security tools usually drop the ball. Enter the dynamic duo:Tetragonwielding eBPF magic for deep observability, and smart notifications for sniper-precise alerts.Fluent Bitpairs withAzure Logic Appsin an automated setup so you can hunt down threats in real-time. Not a drop of sweat needed..

Automated Kubernetes Threat Detection with Tetragon and Azure Sentinel