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Building a Database on S3

This paper from 2008 proposes a shared-disk design over Amazon S3 for cloud-native databases, separating storage from compute. Clients write redo logs to Amazon SQS instead of directly to S3 to hide latency. The paper presents a blueprint for serverless databases before the term existed... read more  

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AWS RDS Cost Optimization Guide: Cut Database Costs in 2026

Amazon RDS costs are not fixed - they vary based on configuration and usage. Making informed configuration and governance decisions is key to optimizing costs. Graviton instances offer better price-performance for common databases, while storage costs can be reduced by decoupling performance from ca.. read more  

AWS RDS Cost Optimization Guide: Cut Database Costs in 2026
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Introducing Agentic Observability in NGINX: Real-time MCP Traffic Monitoring

NGINX ships an open-sourceAgentic ObservabilityJS module. It parsesMCPtraffic and extracts tool names, error statuses, and client/server identities. The module uses nativeOpenTelemetryto export spans. A Docker Compose reference wires upOTel collector,Prometheus, andGrafanafor realtime throughput, la.. read more  

Introducing Agentic Observability in NGINX: Real-time MCP Traffic Monitoring
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Top 10 best practices for Amazon EMR Serverless

Amazon EMR Serverless allows users to run big data analytics frameworks without managing clusters, integrating with various AWS services for a comprehensive solution. The top 10 best practices for optimizing EMR Serverless workloads focus on performance, cost, and scalability, including consideratio.. read more  

Top 10 best practices for Amazon EMR Serverless
A curated collection of free and Pro Shadcn UI blocks, components, and templates designed for React and Next.js applications. Built with accessibility and composability in mind, this resource leverages Base UI and Radix UI primitives, styled with Tailwind CSS. Users can easily copy-paste code snippets or install components via the shadcn CLI. 

The platform also offers a MCP server integration for generating and exploring components directly within the IDE, aligning with existing codebases. It emphasizes a developer-first system with predictable structure, reusable patterns, and full code ownership, designed to extend and maintain interfaces across evolving products. 

Works seamlessly with modern React stacks, including TypeScript and Tailwind CSS with CVA & shadcn/ui patterns, without imposing a rigid structure across frameworks and tooling. A CLI-friendly workflow is provided for installing and managing components, blocks, and templates.