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Build a scalable containerized web application on AWS using the MERN stack with Amazon Q Developer – Part 1

Favorite The MERN (MongoDB, Express, React, Node.js) stack is a popular JavaScript web development framework. The combination of technologies is well-suited for building scalable, modern web applications, especially those requiring real-time updates and dynamic user interfaces. Amazon Q Developer is a generative AI-powered assistant that improves developer efficiency across the

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Shared by AWS Machine Learning August 16, 2025

Introducing Amazon Bedrock AgentCore Gateway: Transforming enterprise AI agent tool development

Favorite To fulfill their tasks, AI Agents need access to various capabilities including tools, data stores, prompt templates, and other agents. As organizations scale their AI initiatives, they face an exponentially growing challenge of connecting each agent to multiple tools, creating an M×N integration problem that significantly slows development and

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Shared by AWS Machine Learning August 16, 2025

Citations with Amazon Nova understanding models

Favorite Large language models (LLMs) have become increasingly prevalent across both consumer and enterprise applications. However, their tendency to “hallucinate” information and deliver incorrect answers with seeming confidence has created a trust problem. Think of LLMs as you would a human expert: we typically trust experts who can back up

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Shared by AWS Machine Learning August 15, 2025

Empowering students with disabilities: University Startups’ generative AI solution for personalized student pathways

Favorite This post was co-authored with Laura Lee Williams and John Jabara from University Startups. University Startups, headquartered in Bethesda, MD, was founded in 2020 to empower high school students to expand their education beyond a traditional curriculum. University Startups is focused on special education and related services in school

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Shared by AWS Machine Learning August 15, 2025

Whiteboard to cloud in minutes using Amazon Q, Amazon Bedrock Data Automation, and Model Context Protocol

Favorite Upgrading legacy systems has become increasingly important to stay competitive in today’s market as outdated infrastructure can cost organizations time, money, and market position. However, modernization efforts face challenges like time-consuming architecture reviews, complex migrations, and fragmented systems. These delays not only impact engineering teams but have broader impacts

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Shared by AWS Machine Learning August 15, 2025

Scalable intelligent document processing using Amazon Bedrock Data Automation

Favorite Intelligent document processing (IDP) is a technology to automate the extraction, analysis, and interpretation of critical information from a wide range of documents. By using advanced machine learning (ML) and natural language processing algorithms, IDP solutions can efficiently extract and process structured data from unstructured text, streamlining document-centric workflows.

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Shared by AWS Machine Learning August 15, 2025