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325 articles

325 ARTICLES

Secure multi-tenant RAG with Amazon Bedrock and Verified Permissions
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Secure multi-tenant RAG with Amazon Bedrock and Verified Permissions

This post walks you through a two-layer, defense-in-depth authorization pattern for granular, intra-tenant access control in RAG applications. Defense in depth is a security strategy that uses multiple independent layers of protection. Each layer operates independently. If one layer is misconfigured, the other layer still enforces access control. The pattern runs on Amazon Bedrock, a fully managed service that offers a choice of high-performing foundation models (FMs) from Amazon and AI companies through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

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Modernizing financial analytics with Amazon SageMaker Unified Studio
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Modernizing financial analytics with Amazon SageMaker Unified Studio

Avanse Financial Services, India’s leading education loan providers, migrated to a cloud-native lakehouse architecture using Amazon SageMaker Unified Studio, which unified their data engineering, analytics, and artificial intelligence (AI) workflows in a single governed environment on AWS. In this post, we walk through their migration journey so you can adapt their approach to your own environment.

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Architecting AI-powered resilience framework on AWS
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Architecting AI-powered resilience framework on AWS

In this post, you’ll learn how to architect and implement a five-layer AI-powered resilience framework that automatically discovers dependencies, generates targeted experiments, and integrates with your existing Continuous Integration/Continuous Deployment (CI/CD) pipelines. First, we’ll explore the key challenges in resilience testing. Then, we’ll walk through the five-layer architecture that solves these challenges. Finally, we’ll show you how to implement this, with phased rollout guidance for pilot, expansion, and organization-wide deployment.

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Amazon EKS now supports control plane egress through your VPC
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Amazon EKS now supports control plane egress through your VPC

Today, we’re announcing customer-routed control plane egress, a new capability that you can use to route Kubernetes control plane traffic through your own Amazon Virtual Private Cloud (Amazon VPC). This includes admission webhook callbacks, OpenID Connect (OIDC) provider lookups, and aggregate API server requests. With this feature, you can apply the same VPC routing, security group, endpoint policy, and AWS Network Firewall controls that you use for your data plane to the Kubernetes API Server’s customer-controllable outbound traffic on Amazon Elastic Kubernetes Service (Amazon EKS) clusters.

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Temporary Cloudflare Accounts for AI agents
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Temporary Cloudflare Accounts for AI agents

The moment an agent needs to deploy something, it slams face-first into a wall built for humans. Today we’re rolling out Temporary Accounts on Cloudflare Workers. Any agent can now run wrangler deploy — temporary and get a live Worker in seconds.

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Build your own vulnerability harness
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Build your own vulnerability harness

We break down the technical architecture behind our multi-stage vulnerability discovery harness and automated triage loop. Learn how we manage state controls, squash false positives through adversarial review, and route around LLM context limits.

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