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ExternalSoftware Engineering
DZone

Docker Containers Don’t Know Your Model Is Still Loading

It was a Friday at 4:50 pm, the worst possible time for anything to go sideways when marketing flipped on a new AI summarization feature for the whole user base instead of the 5% rollout we'd agreed on. Traffic to our LLM service doubled in about four minutes. The autoscaler did exactly what it was told: it spun up three new replicas. What it didn't account for is that each replica needed almost three minutes just to pull a 14GB checkpoint and warm up CUDA kernels before it could answer a single

DZoneRead original
ExternalAI
AWS Machine Learning Blog

How LendingTree built a multi-agent mortgage assistant on Amazon Bedrock

Learn how LendingTree built a production multi-agent mortgage assistant on Amazon Bedrock. Three coordinated agents use LangGraph, the Model Context Protocol, and Amazon Nova models with built-in guardrails to deliver 24/7 personalized mortgage guidance while meeting strict financial-services compliance.

Amazon BedrockCustomer SolutionsIntermediate (200)
AWS Machine Learning BlogRead original
ExternalDevOps
AWS Containers Blog

Under the hood: how Amazon EKS Auto Mode detects, repairs, and diagnoses node failures

On Amazon EKS Auto Mode, node failures are detected, drained, and replaced automatically before anyone reaches for a laptop. This post shows how the Node Monitoring Agent and Karpenter form a detect-and-replace cycle that runs by default, why specific faults trigger node replacement, and how to collect node diagnostics without SSH.

Advanced (300)Amazon Elastic Kubernetes ServiceTechnical How-to
AWS Containers BlogRead original
External
The Hacker News

Over 250 ClickFix Domains Use Browser Fingerprinting to Hide macOS Malware Lures

A macOS ClickFix operation spanning more than 250 front-end domains now fingerprints visitors before deciding whether to show them a malware lure, a change Microsoft Threat Intelligence tracked on infrastructure it had been watching for weeks. The server-side gate hides the malicious page from crawlers and sandboxes while presenting selected Mac users with a fake software download. Microsoft

The Hacker NewsRead original

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