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📰 AWS Machine Learning

117 articles · Updated every 3 hours · View all reads

All Articles 146,190Blog Posts 148,605Tech Tutorials 38,139Research Papers 28,816News 20,088 ⚡ AI Lessons
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
Agent Skills for Automated Reasoning policies in Amazon Bedrock
Learn how to run the full Amazon Bedrock Automated Reasoning policy lifecycle from your coding agent. A suite of open source Agent Skills builds, reviews, tests
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
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, a
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How Mobileye transformed support operations using Amazon Bedrock AgentCore
In this post, we'll explore how Mobileye deployed an AI support agentic solution on Amazon Bedrock AgentCore - from the support bottleneck that sparked the idea
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How we built an MCP bridge to give our AgentCore-hosted AI agent access to local MCP tools
AI agents on Amazon Bedrock AgentCore run in the cloud, but users' tools and files live on their laptops. Learn how to build a secure MCP bridge that lets a clo
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Run production AI agents in n8n with Amazon Bedrock AgentCore harness
Amazon Bedrock AgentCore harness is now generally available. Learn how to add it as an agent step in n8n workflows using a new open-source community node, and b
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Announcing the Agentic Catalog Experience in Amazon Quick
Amazon Quick introduces the Agentic Catalog Experience, an AI-powered workflow for data curators to discover upstream catalog assets in natural language and aut
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How AgentCore Gateway supports the MCP 2026-07-28 spec
The Model Context Protocol (MCP) published its 2026-07-28 specification, the largest revision since launch: MCP is now stateless, with a governed extensions sys
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Market surveillance agent with LangGraph and Strands on AgentCore
Learn how to architect and deploy a production-ready multi-agent AI system using LangGraph for workflow orchestration and Strands for agent reasoning on Amazon
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Deepgram enhances Amazon SageMaker AI support with AWS IAM Temporary Delegation
In this post, we cover why Deepgram built on IAM temporary delegation, how the integration works end-to-end, and what it unlocks for customers running Deepgram
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Evaluating AI Agents: A production blueprint with Strands and AgentCore
Together, Motorway and AWS built an end-to-end evaluation pipeline that reduced incorrect results from 1 in 8 queries to 1 in 50 and cut issue detection time fr
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Detecting silent agent failures with Amazon Bedrock AgentCore optimization
Amazon Bedrock AgentCore optimization surfaces silent behavioral failures in production AI agents: the ones that pass every health check but still deliver wrong
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agentic retrieval for Amazon Bedrock Managed Knowledge Base
This post focuses on why classic retrieval falls short on multi-part questions, how the AgenticRetrieveStream API works (including request construction and trac
Evolving from legacy BI to agentic AI at Tradeshift with Amazon Quick
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Evolving from legacy BI to agentic AI at Tradeshift with Amazon Quick
In this post, we describe how Tradeshift deployed Amazon Quick with agentic AI capabilities to replace our legacy BI tool, resulting in query response times up
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Built Technologies builds an AI-powered document intelligence solution on AWS to power agents across real estate finance
Built partnered with the AWS Generative AI Innovation Center (GenAIIC), AWS Partner AND Digital, and AWS account teams to create a scalable, AI-powered document
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Multi-agent social intelligence with Strands Agents and Amazon Bedrock
This post shows how Thrad.ai deployed a multi-agent system with Strands Agents and Amazon Bedrock AgentCore that automates the pipeline from prospect discovery
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 2
In this post, we extend that foundation to demonstrate how QA Studio addresses batch regression testing and pipeline integration through test suites that organi
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
ScienceSoft’s HIPAA-compliant AI voice scheduler built on AWS
In this post, you will learn how ScienceSoft, an Amazon Web Services (AWS) Services Partner, integrated Amazon Nova 2 Sonic with Amazon Bedrock Guardrails to bu
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Automatically sort and prioritize your mailboxes by using Amazon Bedrock
In this post, we show how organizations in the public sector can automate their email management using a generative AI solution powered by Amazon Bedrock.
Building and connecting a production-ready ecommerce MCP server using Amazon Bedrock AgentCore and Mistral AI Studio
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Building and connecting a production-ready ecommerce MCP server using Amazon Bedrock AgentCore and Mistral AI Studio
In this post, you build and connect that server end to end. You will implement MCP tools, set up two-layer JSON Web Token (JWT) authentication, deploy with AWS
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Manage AI applications on Mac with Jamf’s AI Governance and Amazon Bedrock
In this post, we show how you can use Jamf’s AI Governance with Amazon Bedrock to configure, deploy, and validate managed settings for AI applications across a