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ExternalAI
AWS Machine Learning Blog

Manage agents, tools and skills at scale with AWS Agent Registry

AWS Agent Registry is now generally available: a single, searchable, governed catalog for the agents, tools, skills, and custom resources across your organization. This post explains what Registry is and walks through its publishing, curation, and discovery workflows, plus enterprise considerations and what's next.

Amazon Bedrock AgentCoreAnnouncementsExpert (400)
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Build observable enterprise agentic retrieval using Managed Amazon Bedrock Knowledge Base with AWS CloudFormation

This post builds an enterprise agentic retrieval solution on the Amazon Bedrock Managed Knowledge Base and Amazon Bedrock AgentCore. An agent reasons, routes across multiple knowledge bases, and returns cited answers, with seven layers of observability and both on-demand and continuous evaluation, all deployed with a single AWS CloudFormation chain.

Advanced (300)Amazon Bedrock Knowledge BasesAWS CloudFormation
AWS Machine Learning BlogRead original
ExternalSoftware Engineering
DZone

Designing a Dynamic Multi-Hierarchy Security Model for Analytics and Decision Support Systems

A simple access check uncovered something alarming: several dashboards still showed employee compensation based on an organizational hierarchy that was no longer relevant. Our row-level security framework stopped synchronizing because of a Workday HCM API timeout issue, but meanwhile, the entitlements on those dashboards did not get adjusted to reflect the new organization setup. No permission changes were made. Despite changes in the hierarchy, the access layer was unable to adapt to the change

DZoneRead original
ExternalCybersecurity
AWS Security Blog

We invited a direct competitor into Security Hub Extended. Here’s why.

When customers keep pointing you to a solution that overlaps with parts of your own offering, you have a choice to make. This post is about the choice we made with Upwind, and why we’d make it again. AWS Security Hub Extended exists because customers told us what was working for them in enterprise security […]

AnnouncementsAWS Security HubFoundational (100)
AWS Security BlogRead original
ExternalAI
AWS Machine Learning Blog

Build multi-tenant agentic chat applications on enterprise data with Amazon Bedrock Managed Knowledge Base

Learn how to build a multi-tenant agentic document chat application on Amazon Bedrock Managed Knowledge Base, where users upload documents and immediately ask grounded questions. This post covers the ingestion and retrieval flows, the asynchronous indexing lifecycle, per-user data isolation, and best practices for operating the solution at scale.

Advanced (300)Amazon BedrockAmazon Bedrock Knowledge Bases
AWS Machine Learning BlogRead original

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