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Blog 10: Minecraft Mod Agent- I Made My AI Agent Judge Itself — And Used the Scores to Make It a Better Combat Advisor Cloud Swords Mod — Blog 10 In B…
We've all done it. You spin up an RDS instance to test something on a Friday afternoon. You attach an EBS volume to a t3.micro that you kill three day…
Originally published on Medium on November 11, 2023. In this guide, we’ll speak about communication in a distributed system using AWS Lambda and NestJ…
Solution architect, 17 years in. From roughly March 2026 to July 2026 I was the only hands-on developer on the identity and single-sign-on layer for a…
Ciao Amici 👋 Grab your chai, because the robot accountant is back, and this time we have a moving-day story. If you read my last article, you know I b…
TL;DR I designed a proposed AWS Transform Custom community skill that prepares Glue 2.0, 3.0, and 4.0 repositories for Glue 5.0. It separates safe mec…
This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master agent , built with Strands Agents and hosted on Ama…
This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master agent , built with Strands Agents and hosted on Ama…
Organizations running Dell PowerProtect backup on AWS face a recurring challenge: the multi-appliance ecosystem — PPDM (PowerProtect Data Manager), DD…
SNS vs EventBridge: the 100-point cap nobody talks about I've been digging into AWS in depth lately. At some point I got stuck on something: EventBrid…
Index TL;DR Major Features ⚠️ Lambda Node.js 24.x — Action Required cdk explore — Visual Cloud Assembly Browser cdk validate — Standalone Validation C…
This article provides a step-by-step guide to building and testing a cross-cloud currency agent. A coordinator built with Strands Agents and hosted on…
This article provides a step-by-step guide to building and testing a cross-cloud currency agent. A coordinator built with Strands Agents and hosted on…
Spent 3 days at Quaid i Azam University Islamabad for DEV WEEKEND, organized by the AWS Student Builder Group. What was covered: Tech career journeys …
Most teams think of automated tests as decision machines. Green means ship. Red means stop. That model works right up until the first ambiguous failur…
In the previous article , I built an application detects → edge blocks feedback loop. However, I did not cover the most important part: how the applic…
Bot mitigation has an asymmetric structure. The application is where malicious behavior is easiest to detect. “This account has seen 30 failed login a…
☁️ Exam Guide: Developer Associate Resources to Certify With Confidence My Developer Associate Certification Journey 🧭 First Things First A Note on Re…
Introduction Serverless computing has become a buzzword in cloud architecture. But like any tool, it has sweet spots and sharp edges. After building a…
One of the first features users expect from an AI application is deceptively simple: Upload a document. Ask questions. Get accurate answers. Whether y…
Most résumés never reach a human recruiter. ATS software filters them out silently, with zero feedback to the applicant. That's the problem ScorAxis s…
In the previous post , we built a RAG system from scratch. Sixty lines of Python. Six onboarding documents chunked, embedded, and searchable. Two ques…
A few months ago the ask landed on my desk that a lot of infra people are getting right now: "The XYZ (Non Tech) teams want to build on our LLMs. Can …
In May 2026, AWS WAF introduced a feature called dynamic label interpolation . Did you catch the announcement? It may look like a small addition at fi…
If you searched "nodejs20.x Lambda deadline" recently, you probably read that AWS blocks new function creation on Aug 31, 2026 and updates on Sep 30, …
The Problem Sports scoring sounds simple. One team scores a point, the number goes up, everyone sees it. But when you build it as a web application th…
The Next Chapter When I left the waiter job and returned to engineering, I knew I wanted something different. Not just a different job, but a differen…
Every developer building on AWS eventually runs into the same frustrations: waiting for deployments just to verify a small change, needing an internet…
Moving Generative AI from a proof-of-concept sandbox into an enterprise-grade solution requires shifting our engineering focus from what AI can do to …
Blue/green rollouts look clean on diagrams, but the handoff can still be messy in real operations. Pods go healthy, the service flips, and everyone as…