How to Master AWS for AI?
Ciao Amici 👋 Every hiking trail in the Alps has a map at the trailhead. A good one shows you the...
The Ledger That Charged Twice: S3 Lambda Idempotency
In the counting-houses of old Venice, a merchant's quiet terror was not the thief in the night. It...
Can You Gaslight an AI About AWS? I Built a Game to Find Out
Let me show you the moment that started all this. I asked a model how many AWS regions are enabled...
Python 3.15 just dropped. Here's everything that changed from 3.14
Python 3.15 landed on 9 October 2026 and okay, this one is actually a lot. We got a lazy keyword for...
Out-of-Order Events Break Your AI Agent on AWS
Ciao 👋 Make some chai, this is a long one, and it has a plot twist I did not see...
AWS Lambda Durable Functions and the Replay Bug in Human-in-the-Loop Agents
Ciao 👋 Here is a sentence that should not be possible: my workflow executed an action a...
I Tried to Break My Robot Accountant (So Nobody Else Could)
Ciao Amici 👋 Make some chai, because the robot accountant is back, and this time I am the one...
Your Integrity Checks Are Watching the Wrong Layer
Ciao Amici 👋 Quick story before we get into the weeds. Last week I took a patient health record sitting in Amazon S3, a file clearly stamped as regulated under…
Your Integrity Checks Are Watching the Wrong Layer
Ciao Amici 👋 Quick story before we get into the weeds. Last week I took a patient health...
Same AWS Error, Two Answers: I Built a Tool That Stops Guessing at IAM
Ciao Amici 👋 Let me start with a confession. Every time I hit an AccessDenied in AWS, I do the same...
Same AWS Error, Two Answers: I Built a Tool That Stops Guessing at IAM
Ciao Amici 👋 Let me start with a confession. Every time I hit an AccessDenied in AWS, I do the same lazy thing you do. I copy the wall of text, paste it into a…
My Robot Accountant Got an Eviction Notice. So We Moved: Migrating from Bedrock Agents Classic to AgentCore
Ciao Amici 👋 Grab your chai, because the robot accountant is back, and this time we have a...
I Let a Bedrock Agent Watch My AWS Bill for 30 Days. Here Is Everything It Caught, Missed, and Made Up
Ciao Amici 👋 Pull up a chair, because I have a story for you. It involves a forgotten GPU endpoint,...
30 Tiny React Hooks That Punch Way Above Their Weight
Hello devs 👋 Ever notice how the same ten lines of React keep showing up in every project...
The Invisible Duct Tape of the Internet: Backend Tools You Hear About But Never Fully Get
Hi 👋 fellow devs Sorry for such a big gap since my last article...... Life got a bit hectic, but I...
VS Code Extensions That Code For You
Hello Devs 👋 If your VSCode setup still looks like it did before the AI boom, you may be...
Giving AI Agents “Live Memory” with Aurora Zero-ETL and Redshift Vector Search
Hey everyone! Honestly, it feels so good to be sitting down and writing to you all again. I want to...
RIP 12-Digit IDs: The AWS Matrix Has Finally Been Decoded
Y'all... pull up a chair. We need to talk about a literal miracle. 🥂 It was 2:41 AM. PagerDuty was...
From Monoliths to Multitaskers: Building Your AWS AI Dream Team! 🚀🤖
After being away from active tech ecosystem for about a month, I have decided to shed some light on...
The AWS Lambda Setting I Wish I’d Changed Earlier
I've been using AWS Lambda for quite a few years, and like many people, I left the architecture on...
How I Automated Document Insights Using AWS Textract, Bedrock, and QuickSight
Hello Everyone 👋 So I had a bunch of scanned invoices and PDFs lying around from an old...
🚀 Scaling React Like Big Tech: Folder Structures, Clean Code & Beyond
Hey Everyone 👋 I know it's been quite a long gap since my last article. But we are finally...
WSL2 TensorFlow GPU Setup – RTX 4060 + Ubuntu 22.04 + CUDA 12.2 + cuDNN
🛠 Prereqs: WSL2 enabled on Windows NVIDIA GPU driver (≥ v535) installed on Windows Ubuntu...
Smart Image Tagging on AWS - The Finale
Hello and Greetings Everyone 👋 I am hoping that you are having fun in our journey of...
Level Up Your Auto-Tagging Pipeline on AWS
Hello and Greetings Everyone 👋 I hope you would have loved reading and experimenting with...
Auto-Tag Images on AWS using Amazon Rekognition + Lambda + S3
Hello and Greetings 👋 Everyone! I know it's been quite a gap since my last article and I...
Introduction | Graph Neural Networks (GNNs) & Knowledge Graphs on AWS
The rapid advancements in artificial intelligence (AI) have unlocked new ways to process and learn...
React 19 - New API: 'use'
React 19 brings a game-changing improvement with the use API, making data fetching and asynchronous...
Accelerating Deep Learning with Amazon SageMaker
Ciao Tutti 👋 Recently I have been working on my thesis, and to be very honest, AWS and...
Building My First ML Model Using Amazon SageMaker + Kaggle + Jupyter Notebook
We’re kicking off this fresh calendar year by diving into Amazon SageMaker—a fully managed machine...
Deploying a Globally Accessible Web Application with Disaster Recovery
Introduction 🌐 When working on web applications for a global audience, ensuring high...
30 React One-Liners to Enhance Your Coding Efficiency
React is a powerful JavaScript library for building user interfaces. While its flexibility is one of...
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