ContentPosts from @xiaotwins..
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@faun shared a link, 3 weeks ago

AI-Powered Ransomware and Malware Detection in Cloud Environments

Cloud platforms face increasing ransomware and malware threats, leading to a shift towards AI and ML for advanced detection. Supervised models excel at known threats, while unsupervised methods detect novel attacks but generate more false positives. Deep learning is great for complex patterns but la..

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@faun shared a link, 3 weeks ago

AI is making developers faster, but at a cost

AI adoption edges code quality up by 3.4% and speeds up reviews by 3.1%, but beware—a 7.2% nosedive in delivery stability rears ugly security holes.Mask AI’s risky behavior with afortress-like infrastructure, a central vault for secrets,and a transparency upgrade to reclaim stability and nail compli..

AI is making developers faster, but at a cost
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@faun shared a link, 3 weeks ago

Wix Adds Chaos to CI/CD Pipelines with AI and Improves Reliability

Wixhas slipped probabilistic AI into the mix inCI/CD, and it doesn't clutter the works. This AI chews through build logs, shaving off hours from developer workloads. Migrating 100 modules took three months? Not anymore. They've sliced it to a mere 24-48 hours by marrying AI insights with their sharp..

Wix Adds Chaos to CI/CD Pipelines with AI and Improves Reliability
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@faun shared a link, 3 weeks ago

Stop Wasting Time: The Only Guide You’ll Ever Need to Setup/Fix SSH on EC2

GitHub's giving passwords the boot for HTTPS logins. Say hello topublic-key SSHor a Personal Access Token. So, load up those SSH keys—or hit the road...

Stop Wasting Time: The Only Guide You’ll Ever Need to Setup/Fix SSH on EC2
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@faun shared a link, 3 weeks ago

The reality of GitOps application recreation

52%of teams believe they're ace at cloning apps from Git. High-performers?70%of them share in this delusion. Yet, lurking infrastructure wrinkles often deflate their grand plans. GitOps, that wild ride, inspires confidence. It dips, then soars. But just when enthusiasts think they're cruising, they ..

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@faun shared a link, 3 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
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@faun shared a link, 3 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
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@faun shared a link, 3 weeks ago

OpenShift LACP bonding performance expectations

Red Hat OpenShift and NIC bonding for high availability is getting popular in data centers. Consider layer2/layer2+3 configurations for balanced traffic distribution across bonded links. Layer3+4 hashing offers highest throughput but may lead to out-of-order packets due to 802.3ad non-compliance. It..

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@faun shared a link, 3 weeks ago

Kubernetes Observability with OpenTelemetry | A Complete Setup Guide

OpenTelemetrydelivers a full observability package for Kubernetes—traces, metrics, logs—all without handcuffs to a single vendor. Deployyour own OTEL Collectorson Minikube usingHelm charts. Dive into node and pod-level metrics and grab those can't-miss Kubernetes cluster events...

Kubernetes Observability with OpenTelemetry | A Complete Setup Guide
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@faun shared a link, 3 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