Deploying a real-time voice agent with AgentCore Runtime and Amplify Gen 2
🏃 TL;DR In the previous article I built a semantic product search on top of Amazon DynamoDB Vector Search, and then gave that capability to an AI ag…
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Putting FSx for ONTAP operations on a file portal on AWS — 182 actions, and the design of delegation and record (Part 4)
Introduction Part 1 built the foundation of a file portal on top of Amazon FSx for NetApp ONTAP (FSx for ONTAP) S3 access points. Part 2 added ranso…
Four Failures I Kept Repeating on AWS Amplify — Full env Replacement, Green Build but 500 at Runtime, Silent Outages, Domain Migration
From April to July 2026, I ran several Next.js products on AWS Amplify Hosting (AWS's managed service for hosting and deploying web apps). This arti…
I cut small AWS charges by picturing them at 100x scale
In June 2026, I started reviewing my AWS bill. The goal was not to shave a few dollars off this month. Even a charge that is only a few dollars toda…
My main branch wouldn't deploy: CloudFormation forensics on Amplify Gen 2
My dev branch deployed clean. The exact same commit on main — the merge that fast-forwarded dev into main, byte-for-byte identical backend — rolled…
What is AWS Blocks? How it differs from Amplify and App Studio, and what each one is aiming for
On June 16, 2026, AWS announced AWS Blocks as a public preview. It is an open-source framework where the TypeScript you write for your backend becom…
AWS Amplify Looks Simple, Until It Is Not
Who This Is For If you are new to AWS and thinking of using Amplify to deploy your app, this blog is for you. Amplify is marketed as an easy, all-in…