6+ hour, 6+ min ago  (404+ words) Introduction Infrastructure as Code has transformed cloud management, but when a single Terraform apply can spin up hundreds of resources, testing becomes essential. This article explores Terratest for functional testing and Checkov for security scanning....

7+ hour, 53+ min ago  (311+ words) According to the multi-tenant application model, we need to create a separate Cognito App Client for each customer and attach their corresponding external OIDC providers. To create App Client navigate to Application - App client, click to Create App Client In…...

8+ hour, 50+ min ago  (462+ words) Your model is trained. Now deploy it to a scalable endpoint with autoscaling, traffic splitting for canary rollouts, and request-response logging. Here's how to deploy Vertex AI endpoints with Terraform. In the previous post, we set up the Vertex AI…...

10+ hour, 22+ min ago  (799+ words) In my previous article, I documented migrating my Cloud Resume from Click Ops to Terraform. The system worked: S3 + Cloud Front for the frontend, a Lambda Function URL for the visitor counter, Dynamo DB for persistence, and Git Hub Actions for…...

22+ hour, 29+ min ago  (405+ words) As part of my 30 Days of AWS Terraform challenge, Day 14 marked a major milestone in my learning journey: deploying a secure, scalable static website on AWS using Terraform. Instead of just creating isolated AWS resources, I built a complete architecture…...

2+ day, 7+ hour ago  (492+ words) Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 1529%. Andrew Harmel-Law and…...

2+ day, 8+ hour ago  (266+ words) Managing multiple AWS accounts is very common in real-world setups " especially in organizations with separate environments like dev, staging, and production. But logging in separately to each account every time? Not efficient. This guide walks you through all practical ways…...

2+ day, 8+ hour ago  (308+ words) Day 18 of the 30-Day Terraform Challenge " and today I finally solved the problem that's been bothering me since Day 1. How do you know your infrastructure actually works? Manual testing gave me confidence, but it didn't scale. Every change meant re-running…...

2+ day, 19+ hour ago  (1089+ words) Amazon S3 Files launched on April 7, and the reaction was immediate " nearly universal excitement across the AWS engineering community. And honestly, the excitement is warranted. Andrew Warfield, VP and Distinguished Engineer at Amazon, framed the vision clearly: "With Tables, Vectors, and…...

3+ day, 1+ hour ago  (408+ words) The data covers three main categories, each mapping to a different stage of your planning and deployment workflow. Use these to verify regional support before you commit to an architecture, write application code, or deploy infrastructure. This solution provides programmatic…...