#ai#aws
Adding Emotions to an AI Agent (with Plutchik's Wheel of Emotions)
Introduction When I build or use AI agents, I often feel that emotional expression driven...
yoko / Naoki Yokomachi9 min read
Organization profile
AWS Community Builders
The AWS Community Builders DEV organization is the unofficially official place for our community members to create and share content for other AWS builders.
Articles by @aws-builders
Browse the latest writing surfaced through DevArt.
yoko / Naoki Yokomachi9 min read
#ecs#aws#terraform#devops
Zero-Downtime Blue-Green and IP-Based Canary Deployments on ECS Fargate
Most ECS blue-green deployment tutorials eventually lead to the same stack: AWS...
POTHURAJU JAYAKRISHNA YADAV5 min read
#aws#kubernetes#devops#networking
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: 29/29...
Lucas Blanco6 min read
#aws#serverless#amazonfsxfornetappontap#s3accesspoints
From Serverless Patterns to Field-Ready Reference Architecture — FSx for ONTAP S3 Access Points, Phase 13.
TL;DR Previous phases showed what can be built. Phase 13 shows how to evaluate, govern,...
#aws#drawio#claudecode#kiro
I built a skill that makes AI-generated AWS diagrams actually usable
How a markdown file with layout and icon rules turns 30 minutes of draw.io cleanup into under 5. Works in Claude Code and Kiro CLI.
Alexey Vidanov4 min read
#aws#dynamodb#nosql#database
Partition and Sort Keys on DynamoDB: Modeling data for batch-and-stream convergence
How to design partition keys, sort keys and a serving layer when your data has two sources...
Ana Silva8 min read
#aws#dataengineering
Organizing How to Use AWS Glue Workflow
Original Japanese article: AWS Glue Workflowの使い方について整理してみる Introduction I'm Aki, an AWS...
Aki9 min read
#aws#amazonfsxfornetappontap#athena#lakehouse
Query NAS Data In Place with Athena and FSx for ONTAP S3 Access Points
TL;DR You can query files stored on Amazon FSx for NetApp ONTAP directly from Amazon...
#awslightsail#aws#ferristhecrab#a2aprotocol
Deploying a Rust A2A Agent to AWS Lightsail
This article covers building Agent applications with the Agent to Agent (A2A) protocol using the Rust...
xbill8 min read
#aws
What did our VPC look like at 22:14 (Tue, 2026-05-20) — building clew, a CLI for navigating AWS Config snapshots
It's 2am. Production is on fire. Someone in the war room asks, "what did the VPC actually look like...
nishikawaakira7 min read
$1.50/Month Email Infrastructure That Beats Your $20 SendGrid Plan
Stop Paying $20/Month for Email You Could Run for $1.50 Most teams handle programmatic...
Ayman Aly Mahmoud9 min read
#aws#s3#lambda#cloud
S3 Files Killed My Least Favorite Lambda Pattern
Every Lambda function I have written that touches S3 has the same three lines of...
Mwanza Simi11 min read
#aws#grafana#observability#amazonfsxfornetappontap
Direct-to-Grafana: Shipping FSx for ONTAP Logs to Grafana Cloud Loki via OTLP Gateway
TL;DR We built a direct Lambda-to-Grafana Cloud pipeline that ships FSx for ONTAP audit...
#aws#kiro#agents#showdev
I built a browser-based chat UI for Kiro CLI and it complete how I use AI agents
I've been living inside Kiro CLI for months now. The ACP integration in my JetBrains IntelliJ IDEA is...
Jérôme GUYON3 min read
#aws#serverless#lambda#security
Lambda Execution Roles Are Quietly Breaking Your Least Privilege Policy
Who This Is For If you are using AWS Lambda to build serverless applications and you have...
Tanseer6 min read
#aws#dataengineering
Organizing the Use Cases of AWS Step Functions and Glue Workflow for ETL Processing with AWS Glue Jobs
Original Japanese article: Glue JobのETL処理におけるAWS Step FunctionsとGlue Workflowの使い分けを整理する ...
Aki7 min read
#kiro#ai#aws
KiroGraph: from a personal side project to community-AI-driven tool
This is the second part of my "Build in Public with Kiro" series. I'm an AWS Community Builder, and...
Davide De Sio11 min read
#ai#genai#cloudcomputing#learning
AI Terms, Simply Explained: Notes from My Learning Journey
While preparing for the AWS Certified AI Practitioner exam, I thought it would be helpful to ✍️ down...
Sandeep Sangu6 min read
#networking#spanish#tutorial#aws
VPC Peering: El puente de red para que recursos aislados se comuniquen
¡Bienvenidos todos a un nuevo workshop sobre redes! El día de hoy vamos a trabajar con VPC Peering:...
Javier Madriz15 min read
#architecture#aws#devops#monitoring
Escape Vendor Lock-in: Multi-Backend Log Delivery with OTel Collector for FSx for ONTAP.
TL;DR We shipped the same FSx for ONTAP audit logs to three backends simultaneously —...
#aws#security#ctf#cloudnative
CTF Event Report: Security-JAWS 10th Anniversary Day 2 — All 27 AWS Security Challenges Solved
My experience participating in the Cloud Vault CTF at Security-JAWS DAYS 10th Anniversary Day 2, where I tackled 27 AWS security challenges over 4 hours.
TOMOAKI ishihara8 min read
#python#machinelearning#flask#kiro
I Built a ML Churn Predictor in Minutes- Here's How Kiro Made It Possible
Customer churn is one of the most expensive problems in the telecom industry. Acquiring a new...
![Adeline Makokha [AWS Hero]](https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F732265%2F06caaea8-9c11-443d-b9a5-09de866cebb4.png){kind=small}
Adeline Makokha [AWS Hero]12 min read
#webdev#aws#programming#startup
Stop Using Lambda for ML at This Scale (Benchmark + Cost Analysis)
As a CTO, your job during a Proof of Concept (POC) is deceptively simple: don’t over-engineer, and...
Matia Rašetina6 min read
#aws#serverless#datadog#amazonfsxfornetappontap
FPolicy File Activity Pipeline — ONTAP to Datadog via ECS Fargate
TL;DR ONTAP FPolicy pushes file operation notifications over a persistent TCP connection....
#aws#azure#cloudcomputing
Diario de una builder: El camino hacia la orquestación de dos mundos
Aprender una segunda nube sin empezar desde cero En tecnología hay una verdad incómoda,...
Diana Castro20 min read
#aws#serverless#amazonfsxfornetappontap#s3accesspoints
Operational Hardening — Guardrails, Secrets Rotation & SLO — FSx ONTAP S3AP Phase 12
TL;DR Phase 12 hardens the Phase 11 event-driven pipeline for production: capacity...
#amazonbedrock#aigovernance#ai#amazonbedrockagentco
Everything is Under Control
I’m a control enthusiast, not a control freak. And control is part of my job description, so no...
mgbec7 min read
#aws#serverless#datadog#amazonfsxfornetappontap
Event-Driven Ransomware Detection with ONTAP ARP + Datadog
TL;DR ONTAP's Autonomous Ransomware Protection (ARP) detects encryption patterns at the...
#aws#serverless#datadog#amazonfsxfornetappontap
Shipping FSx for ONTAP Logs to Datadog — The Serverless Way
TL;DR Deploy a CloudFormation stack, configure ONTAP audit logging, and see structured...
#aws#serverless#observability#amazonfsxfornetappontap
Why Your FSx for ONTAP Audit Logs Deserve Better Than EC2
TL;DR FSx for ONTAP file access audit logs are usually consumed through EC2-based patterns...