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Why does AI forget what you said (and how to fix it)

Rohini Gaonkar4d ago • 7 min read

Why does AI forget what you said (and how to fix it)

I received following comment on my hallucinations blog post. Comment on Why...

#ai#beginners#aws#tutorial

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Davide de Paolis3d ago • 16 min read

Vibecoding Our First MCP Server

How three engineers built a proof-of-concept MCP server wrapping an internal API - starting with std...

#mcp#aws#agenticai#ainativedevelopment

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I Stopped Dragging Boxes in Draw.io (Here's What I Do Instead)

Varsha Das3d ago • 8 min read

I Stopped Dragging Boxes in Draw.io (Here's What I Do Instead)

Architecture diagrams shouldn't take longer than the architecture itself. Here's how I generate prod...

#aws#architecture#mcp#productivity

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Getting Claude Code off my laptop and onto shared compute

Danielle Heberling6d ago • 4 min read

Getting Claude Code off my laptop and onto shared compute

Running Claude Code on my own machine was easy. Getting it onto shared compute my whole team could.....

#aws#claude#ai#devops

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Hack your AWS CLI to add CloudShell support and turn your terminal into a bastion

Paul SANTUS1d ago • 5 min read

Hack your AWS CLI to add CloudShell support and turn your terminal into a bastion

I've been using AWS CloudShell from the Console for a while. It's convenient: a pre-authenticated...

#aws#cloudshell#cli

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Securing auth in a large-scale production system: three industry-standard architectures — and why none survived a closer look

Bilaniuc Dragos3d ago • 16 min read

Securing auth in a large-scale production system: three industry-standard architectures — and why none survived a closer look

A case study in why the verdict on an architecture decision can shift entirely once you dive into...

#architecture#security#aws#nextjs

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CLI vs MCP: guía para agentes en producción

ricardoceci2d ago • 8 min read

CLI vs MCP: guía para agentes en producción

Una de las preguntas más interesantes que me hicieron en la última clase de mi curso "Strands Agents...

#ai#agents#mcp#aws

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I Built an AI Agent That Tells Me When to Go Wing Foiling

Vinicius Senger3d ago • 7 min read

I Built an AI Agent That Tells Me When to Go Wing Foiling

How I used AWS Strands Agents, MQTT, and DynamoDB to build a real-time wing foil advisor that checks...

#ai#strands#aws#iot

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Serverless Research Paper Intelligence: Docling, Lambda Containers, and Amazon Bedrock

Romina Elena Mendez Escobar2d ago • 20 min read

Serverless Research Paper Intelligence: Docling, Lambda Containers, and Amazon Bedrock

1.🚀 Introduction Processing scientific PDFs is not as simple as extracting text. Many...

#aws#ai#opensource#python

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Serverless Mental Models: What They Don't Tell You Before You Build

Joanne Skiles3d ago • 11 min read

Serverless Mental Models: What They Don't Tell You Before You Build

Most serverless tutorials teach you how to deploy a Lambda function. This article teaches you how t...

#serverless#aws#cloudcomputing#tutorial

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Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime

Vadym Kazulkin3d ago • 9 min read

Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime

Introduction In part 2, we explained how to deploy and run our conference search...

#aws#java#springai#bedrockagentcore

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The Autonomous "Budget-Bound" Agent: Securing AI with Bedrock AgentCore Payments

Dhananjay Lakkawar4h ago • 4 min read

The Autonomous "Budget-Bound" Agent: Securing AI with Bedrock AgentCore Payments

If you are building multi-agent AI systems in production, you are likely hitting a massive security....

#ai#aws#fintech#architecture

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Gunnar Grosch1d ago • 11 min read

Sending SMS from AWS Lambda

Send SMS from AWS Lambda using the Sinch Conversation API. Complete TypeScript and Python handlers w...

#aws#serverless#python#typescript

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VPC CNI en EKS: cómo dejar de pagar nodos que no usás

Lucas Blanco6d ago • 6 min read

VPC CNI en EKS: cómo dejar de pagar nodos que no usás

Si alguna vez miraste un nodo de EKS y viste algo como esto: CPU: 18% Memory: 22% Pods: 29/2...

#aws#kubernetes#devops#networking

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We gave Kiro a brain for AWS, locally, for free

Nahuel Nucera1d ago • 5 min read

We gave Kiro a brain for AWS, locally, for free

We built MiniStack (a local AWS emulator) when LocalStack moved its core services behind a paywall.....

#kiro#aws#opensource#devops

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Migrating a MERN app to AWS serverless (and what broke)

Suleiman Abdulkadir21h ago • 3 min read

Migrating a MERN app to AWS serverless (and what broke)

I built Taskly about a year ago. Standard MERN stack, ran on a $10/month VPS with PM2 and nginx. It....

#aws#serverless#node#webdev

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I Built a Hybrid Cloud Payment Backend: WireGuard, FastAPI, AWS Lambda, and a Proxmox VM

Victor Ojeje4d ago • 7 min read

I Built a Hybrid Cloud Payment Backend: WireGuard, FastAPI, AWS Lambda, and a Proxmox VM

It has been a while since I posted here. One of my previous article on GitHub Actions OIDC got picke...

#devops#aws#security#python

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Snowflake and FSx for ONTAP S3 Access Points — From 'Access Denied' to Working External Tables

Yoshiki Fujiwara(藤原善基)@AWS Community Builder4d ago • 29 min read

Snowflake and FSx for ONTAP S3 Access Points — From 'Access Denied' to Working External Tables

TL;DR In Part 1, Athena worked cleanly. In Part 2, Databricks hit session policy...

#aws#snowflake#amazonfsxfornetappontap#lakehouse

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Agentic Architectures — Article 5: Harness Engineering and the Agent Runtime Layer

Ali Suleyman TOPUZ4d ago • 23 min read

Agentic Architectures — Article 5: Harness Engineering and the Agent Runtime Layer

Agentic Architectures — Article 5: Harness Engineering and the Agent Runtime Layer There's...

#agenticai#llm#aws#mcp

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How close is your DynamoDB emulator to AWS?

Martin Hicks2d ago • 4 min read

How close is your DynamoDB emulator to AWS?

The DynamoDB conformance suite now has a home: eight emulators and 684 tests scored against live AWS...

#dynamodb#aws#testing#opensource

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AWS DevOps Agent + CDK Python: Building a Real Agentic SRE From Scratch (No Splunk, No 3 Accounts)

Mohammed Anes5d ago • 11 min read

AWS DevOps Agent + CDK Python: Building a Real Agentic SRE From Scratch (No Splunk, No 3 Accounts)

"At 2 AM, a CloudWatch alarm fired on my Lambda function. I did not get paged. The agent woke up...

#aws#python#serverless#devops

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AWS MCP Server Just Gave AI Agents Your Cloud Keys — Here's Why That Should Worry You

xu xu3d ago • 5 min read

AWS MCP Server Just Gave AI Agents Your Cloud Keys — Here's Why That Should Worry You

You're reviewing your AWS bill. $14,000 this month — up from the usual $3,200. You trace it back to ...

#ai#programming#aws#devrel

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How I built an idempotent async task queue with Celery, Redis, and FastAPI

Jayanth5d ago • 3 min read

How I built an idempotent async task queue with Celery, Redis, and FastAPI

Most tutorials show you how to send a task to Celery. None of them show you what happens when that.....

#ai#distributedsystems#aws#backend

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IAM Misconfiguration: Why It Keeps Happening and How to Start Fixing It

Mario5d ago • 3 min read

IAM Misconfiguration: Why It Keeps Happening and How to Start Fixing It

The Most Common Pattern I See Across the AWS environments I've reviewed — financial...

#aws#iam#cloudsecurity#cloudgovernance

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