Learn how to operationalize Amazon Textract Custom Queries adapters for production: infrastructure as code with AWS CloudFormation and Terraform, a cross-account adapter promotion process, a pre-classification routing pattern for multiple form versions, and production security controls such as VPC endpoints, encryption, and least-privilege IAM.

Learn how to operationalize Amazon Textract Custom Queries adapters for production: infrastructure as code with AWS CloudFormation and Terraform, a cross-account adapter promotion process, a pre-classification routing pattern for multiple form versions, and production security controls such as VPC endpoints, encryption, and least-privilege IAM.

CFn書く時のMCPどうしてますか？ 最近私は Kiro を使って、CloudFormationなどを書くことが多いのですが、ウェブ検索したり、AWSドキュメントを読みに行ったり、IaC MCPを使ったり・・・ とりあえず全部有効化してますが、ほんとに全部必要なの？逆に無...

Explore how AWS cloud services can help developers build scalable, secure, and innovative solutions for real-world problems.

Amazon SageMaker simplifies machine learning model development and deployment. It can be combined with AWS Lambda to build event-driven applications. Engineers can also use AWS CloudFormation to automate SageMaker infrastructure, improving development efficiency.

Amazon SageMaker を使用すると、機械学習モデルの開発とデプロイが容易になる。AWS Lambda と組み合わせることで、イベント駆動型のアプリケーションを構築できる。エンジニアは、AWS CloudFormation を使用して SageMaker のインフラストラクチャを自動化することで、開発効率を向上させることができる。

An open-source agent skill that turns missed certification practice questions into Microcredential-style labs in your own AWS account, with cost and security guardrails, an automated grader, and a self-test that deploys every lab before you study with it.

Week 7 of The Transformation Diaries is here. This week, Westbridge planned to continue its Well-Architected review. Production had other plans. 😄 A routine firewall change exposes something much bigger: one CloudFormation stack, 50+ Security Groups, 50+ older applications, shared VPCs, and a blast radius nobody quite expected. The deployment was successful. Production disagreed. Week 7: Six Pillars, Fifty Problems

Learn how AWS CloudFormation simplifies cloud infrastructure management through Infrastructure as Code (IaC). This beginner-friendly guide explains templates, stacks, resources, and how CloudFormation can automate and standardize AWS deployments with a simple example.

Moving an application from a local environment to the cloud involves more than simply putting code on a server. This guide explains the key AWS services, architecture, security, monitoring, scalability, and cost considerations involved in building a reliable cloud application.

I have started my AWS Certified Solutions Architect – Associate (SAA-C03) preparation. In Day 1, I learned about cloud computing, AWS Regions, Availability Zones, Edge Locations, high availability, scalability, and elasticity.

The AWS Management Console is visual and comfortable, but real cloud engineering begins when you stop clicking. An honest reflection on the steep transition from ClickOps to Infrastructure as Code, and why the initial vertigo is completely worth it.

In this post, we show you how to build a fully managed, event-driven change data capture (CDC) pipeline. It streams row-level changes from Amazon RDS for PostgreSQL or Amazon Aurora PostgreSQL to Amazon S3 in near real time. You deploy the entire pipeline with a single AWS CloudFormation template, and it can run in private subnets with no internet gateway without exposing resources to the public internet.

Subtitle: Fn::GetStackOutput référence les outputs d'autres stacks CloudFormation sans export, même en cross-compte : idéal pour le VPC partagé.

Fn::GetStackOutput référence les outputs d'autres stacks CloudFormation sans export, même en cross-compte : idéal pour le VPC partagé.

Dans un article précédent sur le VPC partagé, nous avons mis en place une architecture où le...

Vibe coding and AI assistants promise to turbocharge IT infrastructure deployment, but can generative tools truly replace human discipline, rigorous testing, and engineering experience? In this…

Most AWS bills do not grow because of one big mistake. They grow because of many small ones. A test server that nobody turned off. An EBS volume left behind after an instance was deleted. A NAT Gateway moving data that could go through a free VPC endpoint. Each one is small. Together, they can cost thousands of dollars a month.