AWS

Practical AWS tutorials, architecture guides, cloud-native solutions, automation workflows, DevOps implementations, and best practices across modern AWS services and infrastructure.

Centralized Logging with OpenSearch: A Comprehensive AWS Solution

AWS centralized logging architecture using Amazon S3, EventBridge, SQS, Lambda, OpenSearch Ingestion, and Amazon OpenSearch Service to collect, process, and analyze logs from multiple AWS services

Managing logs across multiple AWS services can quickly become complex as cloud environments scale. In this guide, learn how to build a centralized logging solution using Amazon OpenSearch Service, Amazon S3, EventBridge, SQS, Lambda, and OpenSearch Ingestion to collect, process, search, and analyze logs from across your AWS infrastructure.

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Revolutionizing AI Storage: Meet Amazon S3 Vectors – S3’s First Native Vector Support

Amazon S3 Vectors architecture diagram showing integration with Amazon Bedrock Knowledge Bases, Amazon OpenSearch Service, and Amazon SageMaker Unified Studio for AI and vector workloads

Amazon just launched S3 Vectors (Preview) — a specialized S3 bucket type with built-in APIs for storing and querying massive vector embeddings. Designed to cut vector storage and query costs by up to 90%, it provides elastic, durable, and sub-second vector search performance — without…

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MCP Server Configuration: AWS Documentation Server Setup with Local and Containerized Deployment

MCP architecture diagram showing an AI application communicating with web services, databases, and local files through an MCP server using the Model Context Protocol

Transform your AI development workflow with seamless Model Context Protocol integration and AWS documentation access Introduction: The Evolution of AI-Powered Development The artificial intelligence landscape has undergone a revolutionary transformation with the introduction of the Model Context Protocol (MCP) by…

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