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ExternalAI
AWS Machine Learning Blog

Implementing defense-in-depth authorization for MCP tools on Amazon Quick

Learn how to enforce defense-in-depth authorization for Model Context Protocol (MCP) tools on Amazon Quick. This walkthrough wires Microsoft Entra ID group and claims-based JWTs through an Amazon Bedrock AgentCore Gateway interceptor to apply per-user, per-tool role-based and attribute-based access control, with a server-side check and an immutable audit trail.

Advanced (300)Amazon Quick SuiteTechnical How-to
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Enhancing industrial safety AI with synthetic data on Amazon SageMaker AI

Learn how to build a synthetic data augmentation pipeline on Amazon SageMaker AI and Amazon Rekognition that generates photo-realistic, auto-labeled training images for industrial safety AI. This approach improved person detection by up to 160% without manual annotation or hazardous data collection near heavy machinery.

Advanced (300)Amazon SageMaker AITechnical How-to
AWS Machine Learning BlogRead original
ExternalSoftware Architecture
AWS Architecture Blog

Building cloud-native PACS on AWS

A hybrid cloud architecture pattern for modernizing medical imaging on AWS. Learn how multi-hospital networks can centralize PACS archives, enable cross-facility interoperability, and use Amazon S3 storage tiers to manage cost and retention at scale.

Advanced (300)Thought Leadership
AWS Architecture BlogRead original
ExternalSoftware Architecture
AWS Architecture Blog

How DHI Group accelerates generative AI workloads from idea to production using hackathons

Learn how DHI Group partnered with AWS to move generative AI workloads from idea to production using a structured hackathon. This post covers the Hackathon Acceleration Package, the winning ClearanceJobs and AgileATS agentic architecture on Amazon Bedrock AgentCore, and the principles that make hackathons a repeatable path to production.

Amazon BedrockCustomer Solutions
AWS Architecture BlogRead original
ExternalCybersecurity
SANS Internet Storm Center

LausivLoader analysis, or how to pass data between malware stages, (Thu, Sep 17th)

At the end of August, a malspam message was caught in the quarantine of a mail gateway operated by one of my customers. The message was not especially remarkable – it asked the recipient to review some attached requirements and provide a price quotation for a fiber optic system and appeared to impersonate an employee of a legitimate company.

SANS Internet Storm CenterRead original
ExternalSoftware Engineering
DZone

Understand the Sidecar Pattern by Deploying n8n to AWS Fargate

A sidecar is a container that runs alongside another container as part of the same deployment unit. Just because two containers are in the same cluster or deployed around the same time doesn't make one a sidecar.  There are two things that make a sidecar. First is that they share a network namespace, so they can reach each other over localhost rather than a network address. Second, they share a lifecycle. This means that they are created together, scaled together, and by default torn down togeth

DZoneRead original
ExternalTechnology Trends
The Verge Tech

Camp Snap’s 110D gives slim retro film cameras a digital upgrade

Camp Snap is expanding its small collection of screenless digital point-and-shoot cameras with the new pocket-friendly 110D featuring a thin horizontal design first popularized by Kodak film cameras in the 1970s. The Camp Snap 110D is available for preorder starting today for $74.95 in back in black (black and gray) or dreamsicle (white and orange) color options with matching accessories. The Camp Snap 110D's design is inspired by the myriad of low-cost cameras from companies like Canon, Minolta

The Verge TechRead original
ExternalTechnology Trends
The Verge Tech

Your robotaxi might be a narc

In early September, two teenagers got into a Waymo, but then ended up in the back of a police car. The robotaxi company said it detected "a violation of our terms of service involving a firearm," pulled the car over, and alerted emergency services, according to the Los Angeles Times. Police arrested the passengers after allegedly finding a loaded AR-style "ghost gun" in the vehicle. The arrests exposed a lot of unanswered questions about privacy and autonomous vehicles, including what they are

The Verge TechRead original

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