I Replaced ElastiCache with Valkey on ECS (And Cut the Bill by 70%) ElastiCache is convenient but expensive for small and medium workloads. Here's how to run Valkey on ECS Fargate as a drop-in replacement, with a real deployment and the actual numbers.

"I Replaced ElastiCache with Valkey on ECS (And Cut the Bill by 70%)" by Giuseppe Pollio

#valkey #amazon-ecs

Top Deep Learning Frameworks for AI Development in 2026 Top deep learning frameworks for AI development in 2026. Compare features, scalability, and tools to choose the best option for your AI development services.

"Top Deep Learning Frameworks for AI Development in 2026" by Elsie Rainee

#deep-learning #technology-frameworks #educational #artificial-intelligence

What Kiro and Claude Can do in 4 hours A rough idea, a clear prompt, and Kiro doing the heavy lifting — this is the story of how I built Spin to Eat, a restaurant picker app, in 4 hours using Kiro and Claude. No shortcuts, just the right instructions given in the right order.

"What Kiro and Claude Can do in 4 hours" by Jeiren Mondejar

[EN] Lesson 101 on building a data lake: how to interpret them in AWS Sharing some basic lessons from experience on building a data lake; and how this can be reflected as design and implementation recommendations or observations in AWS.

"[EN] Lesson 101 on building a data lake: how to interpret them in AWS" by Carlos Chicata

#data-lakes #data #big-data #lets-talk-about-data #data-engineering

World Models & AMI Labs: the next stage of AI evolution? An exploration of AMI Labs and the future of world models. This post also examines the theoretical intersection of Market-Based Intelligence (MBI) and agent swarms, alongside a theoretical framework for behavioral analysis using the Meta's TRIBE AI model.

"World Models & AMI Labs: the next stage of AI evolution?" by Becket Spencer

#agentic-ai #ai #ai-agents #generative-ai #vibe-coding

MCP Security on AWS: Applying SRE Principles to Agentic AI Infrastructure The Model Context Protocol gives AI agents real authority over your AWS infrastructure. Here's why traditional observability isn't enough — and how SRE principles map to MCP security controls on AWS.

"MCP Security on AWS: Applying SRE Principles to Agentic AI Infrastructure" by Ajay Devineni

AI and Analytics on EC2 | Build Fast. Own Your Stack. Four technical sessions on running data pipelines, self-managed databases, and open-weight AI workloads on Amazon EC2. Learn compute selection, migration patterns, and cost optimization from AWS and customer practitioners.

"AI and Analytics on EC2 | Build Fast. Own Your Stack." by Kinnar

#agentic-ai #compute #analytics #performance #cost-optimization

Memory Consolidation Daemon for AI Agents with Bedrock Open-source daemon that uses Amazon Bedrock to extract and consolidate AI agent memory from session files. Covers architecture, prompt caching, and guardrails.

"Memory Consolidation Daemon for AI Agents with Bedrock" by Thiago

#amazon-bedrock #generative-ai #ai-agents #open-source #typescript

From Monolith to Microservices on AWS: When Should Developers Actually Make the Switch? After a deep dive with a fellow engineer, it hit me: the industry often treats microservices as a "level up" rather than a specific tool for a specific problem. That conversation inspired this breakdown. I share real-world signals from systems I’ve managed on AWS to help you identify the exact moment a monolith goes from being "productive" to being a "bottleneck." Don't migrate because of the hype, migrate because your architecture is telling you to.

"From Monolith to Microservices on AWS: When Should Developers Actually Make the Switch?" by Rashi Dashore

#microservices #distributed-systems #distributed-architecture #devops #developer-tools

Stop Dreading the Data Model: AI Agents Make Graph Development on Amazon Neptune Fun If you've ever wanted to explore graph databases but felt intimidated by the data modeling step, you're not alone. Figuring out nodes, edges, properties, and relationships from scratch is often the biggest barrier to getting started with Amazon Neptune. What if an AI agent could just... do that part for you?

"Stop Dreading the Data Model: AI Agents Make Graph Development on Amazon Neptune Fun" by Greg Krumm

#nosql

Automating Electron Desktop Apps with Amazon Nova Act Amazon Nova Act lets you automate Electron desktop apps using plain English instead of brittle selectors. By launching an Electron app with a single --remote-debugging-port flag, Nova Act connects via the Chrome DevTools Protocol (CDP) and controls the UI through natural language commands like "Add a high priority task." Minimal setup, no XPath or CSS selectors required.

"Automating Electron Desktop Apps with Amazon Nova Act " by Shruti Arora

#agentic-ai

Traditional vs Headless WordPress: Which One Should You Choose? Compare Traditional vs Headless WordPress. Learn key differences, pros, cons, and which suits your site for better performance and flexibility.

"Traditional vs Headless WordPress: Which One Should You Choose?" by Harper Elise Callahan

#wordpress #tutorials #educational

5 AWS Services New Developers Struggle With (And Why) This blog breaks down the core services and concepts that trip up new AWS developers early on. It focuses on the mindset shifts required to understand how systems actually behave in the cloud, not just how to use them. The goal is to help you move from confusion to clarity as you start building in real environments.

"5 AWS Services New Developers Struggle With (And Why)" by Ifeanyi O

#developer #vpc #iam #sns #aws-cloudformation

BuilderType: Turning an AWS Experience Zone into an Interactive Engagement Hub BuilderType is a lightweight interactive typing game designed to boost engagement at tech events, showcasing how simple, real-time experiences can drive large-scale user participation.

"BuilderType: Turning an AWS Experience Zone into an Interactive Engagement Hub" by Shashank Pandey

BuilderType: How We Engaged 2500+ Users at Techkriti IIT Kanpur with a Game Built in Hours We built a simple 45-second typing game for the AWS Experience Zone at Techkriti IIT Kanpur. In just 3 days, it engaged over 2500 participants and turned a booth into an interactive experience.

"BuilderType: How We Engaged 2500+ Users at Techkriti IIT Kanpur with a Game Built in Hours" by Aryan Vijaykar

#students #aws-builders #games-industry #aws-cloud-clubs #cloud-quest

MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes A hands-on walkthrough: build a custom MCP server with FastMCP, deploy it to AWS Bedrock AgentCore Runtime, and wire it up to an AI agent — all without managing infrastructure

"MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes" by Jubin Soni

#agentic-ai #python #amazon-bedrock-agentcore

Your Node.js App Is Probably Killing Your PostgreSQL (Connection Pooling Explained) very PostgreSQL connection costs 5-10MB of RAM and a dedicated backend process. Here's what happens when you don't pool correctly, and how to fix it with PgBouncer.

"Your Node.js App Is Probably Killing Your PostgreSQL (Connection Pooling Explained)" by Giuseppe Pollio

#postgresql #backend #devops

Add Chat AI Summary Using Amazon Bedrock and HTTP Response Streaming Adding AI features to your app was never this easy. Learn how to add chat AI summary using Amazon Bedrock and HTTP streaming with AWS Lambda and API Gateway.

"Add Chat AI Summary Using Amazon Bedrock and HTTP Response Streaming" by Marko Djakovic

#serverless #ai #amazon-bedrock #appsync

How To: Better Serverless Chat on AWS over WebSockets This article shows how to build a cloud-native, serverless chat on AWS using AppSync Events. It covers the architecture, implementation with CDK, but this time with all the latest features including WebSockets.

"How To: Better Serverless Chat on AWS over WebSockets" by Marko Djakovic

#serverless #appsync #websockets

[ES] ¿Cuando se hace complejo una consulta SQL?: dando una guía referencial. Entendiendo que es lo que le hace que una consulta SQL se vuelva compleja; con el fin de tener claro el panorama para como optimizar consultas.

"[ES] ¿Cuando se hace complejo una consulta SQL?: dando una guía referencial." by Carlos Chicata

#sql #databases #spanish #optimization #lets-talk-about-data

Rebuilding OpenClaw on AWS: Why Identity-Driven Agents Are the Way Forward How we mapped OpenClaw's identity files, two-tier memory, and heartbeat scheduling onto S3, AgentCore Memory, EventBridge, and AgentCore Runtime — building a persistent, self-evolving AI agent entirely on AWS managed services with a single `cdk deploy`

"Rebuilding OpenClaw on AWS: Why Identity-Driven Agents Are the Way Forward" by Alves Duarte, Lucas Soriano

From Attendee to Organizer: My Journey Hosting AWS Community Day & Lessons for Future Cloud Captains A personal story of going from an AWS Community Day attendee to helping organize one, along with practical lessons for Cloud Captains planning their own Student Community Day.

"From Attendee to Organizer: My Journey Hosting AWS Community Day & Lessons for Future Cloud Captains" by Manvendra Singh 🥑

#aws-community-day #aws-community-day-2026 #community #aws-community-day-recaps-2026 #aws-community

Antes de construir tu primer agente, entiende el ecosistema de Bedrock Bedrock tiene casi 100 modelos de 15+ proveedores. Después de perder dos semanas en prueba y error, comparto el mapa del ecosistema, cómo elegir modelo sin parálisis, y cuándo conviene Bedrock sobre la API directa. Ya sea que estés empezando con Bedrock o lleves meses probando modelos, este artículo te va a servir.

"Antes de construir tu primer agente, entiende el ecosistema de Bedrock" by Joseph Arriola

#agentic-ai #agents #amazon-bedrock #amazon-bedrock-agentcore #anthropic-claude

AIdeas 2025: 50 Finalists Compliance Audit Report | Generated for judges review Comprehensive compliance review of all 50 AIdeas 2025 finalists against competition requirements — covering title format, required sections, tags, deadlines, and regional distribution. Data extracted April 6, 2026.

"AIdeas 2025: 50 Finalists Compliance Audit Report | Generated for judges review" by Eugene Lotsu

#aideas-2025 #commercial-solutions #social-impact #workplace-efficiency #daily-life-enhancement

I Ditched Prisma for Raw SQL (And My Queries Got 10x Faster) Prisma is a great ORM for getting started. It becomes a liability at scale. Here's what I learned after migrating a production app from Prisma to pg, with real query times before and after.

"I Ditched Prisma for Raw SQL (And My Queries Got 10x Faster)" by Giuseppe Pollio

#typescript #postgresql #performance

Top 10 Fintech App Development Companies in 2026 Explore leading fintech development partners known for building secure, scalable, and innovative financial applications tailored to modern business needs. This guide helps you choose the right experts to accelerate your digital finance product with confidence.

"Top 10 Fintech App Development Companies in 2026" by Eliana Wilson

#application #mobile

Enforce code quality with Kiro-generated git pre-commit hooks Use Kiro to generate and install git pre-commit hooks that run linting, formatting, and secret scanning checks locally, catching issues before code reaches CI

"Enforce code quality with Kiro-generated git pre-commit hooks" by Kawsar

Top 10 Fintech App Development Companies in USA Discover the leading fintech app development companies in the USA, offering secure, scalable, and innovative solutions to help businesses build cutting-edge financial applications. Learn how to hire expert developers for custom fintech app development services tailored to your needs.

"Top 10 Fintech App Development Companies in USA" by Eliana Wilson

#fintech #application #mobile #ai

Migrando DAGs de MWAA Provisioned a MWAA Serverless: Guía Práctica, Lecciones y Verdades Migramos un DAG de producción (ETL con S3, Glue, Athena y SNS) desde Amazon MWAA provisionado a MWAA Serverless. El proceso funciona, pero tiene fricciones importantes que debes conocer antes de intentarlo. Este artículo documenta cada paso, cada error y cada lección aprendida.

"Migrando DAGs de MWAA Provisioned a MWAA Serverless: Guía Práctica, Lecciones y Verdades" by Carlos Zambrano

#amazon-mwaa #serverless #amazon-sagemaker-studio #data #aws-heroes

From Infrastructure to Intelligence: The Strategic Impact of AWS Cloud Consulting Services Learn how AWS cloud consulting services transform infrastructure into intelligence, driving agility, innovation, and secure digital growth.

"From Infrastructure to Intelligence: The Strategic Impact of AWS Cloud Consulting Services " by ElenaMia

#aws-cloudformation #aws-cloud9 #amazon-cloudsearch