Defender for Endpoint Day 4: advanced hunting, and fixing portal and TVM problems
My Day 4 notes on Defender for Endpoint, rewritten as a "what breaks, why, how to fix" guide and checked against Microsoft Learn (October 2026). Day…
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Entra ID Break-Glass Accounts: Best Practices After Mandatory MFA
A lot of tenants still have the same break-glass setup: one cloud-only Global Admin, a long password in a safe, and "excluded from MFA" written on t…
Tagging 8,700 exam questions with an LLM, and why the Portuguese and English versions disagreed
I'm building NaHero ( https://nahero.site ) on my own. It's a set of timed practice exams for AWS, Azure and Google Cloud certifications, in Brazili…
Durable Task in the Real World: What Problems Does It Actually Solve?
I've never exactly hidden the fact that I think Durable Task is cool. But "cool" is not a use case. Some people would probably say a chainsaw is coo…
When Azure Verified Modules appeared, I had to decide what of my own work to throw away
When a credible standard appears next to work you already own, most of that work quietly splits into three piles you cannot tell apart by looking: t…
Out with AI-900, In with AI-901: Microsoft's Upgraded AI Certification Guide
Out with AI-900, In with AI-901: Microsoft Just Upgraded Its Most Popular AI Certificate! 🚀👉 If you still have "AI-900" on your upskilling checklis…
The Shortlist Decides First
The eval this post runs was designed by the readers. A commenter on What the Agent Pays for Discovery reframed tool selection as a two-stage system:…
I flew helicopters for a living. If I had to break into Azure again, I'd start with the Cloud Resume Challenge
Quick bit of background so you know who's talking. I didn't do computer science. I flew helicopters for a living for a few years, and at some point…
Foundry Local: What It Actually Means to Ship AI Inference Inside Your App, Not Behind an API
Foundry Local: What It Actually Means to Ship AI Inference Inside Your App, Not Behind an API Day 4 of the Foundry 100 Days / 100 Blogs series. Tabl…
Building an Invoice Extraction Pipeline with Azure AI Document Intelligence and Power Automate
Most tutorials on Azure AI Document Intelligence stop at the moment the JSON comes back. You call the API, you get an InvoiceTotal , everyone claps,…
Azure Synapse Databricks: A Migration Playbook That Survives Production
Azure Synapse → Databricks: A Migration Playbook That Survives Production A field-style guide for Lead / Senior Data Engineers moving Dedicated SQL…
Microsoft Fabric Now Encrypts Spark Temporary Data with Customer-Managed Keys;What It Actually Means
Microsoft Fabric has extended customer-managed key (CMK) encryption to cover temporary data generated during Spark job execution. This is not a mino…
Introduction to the Cloud-Native World with Azure Kubernetes Services (AKS) - Series Part 4
Efficient CI/CD Pipelines for Azure Kubernetes Services (AKS): Automation and Scalability In modern cloud-native environments, Continuous Integratio…
User Connectivity: Making the System Scale with Event Hub Partitions, ACA, and KEDA
Part 3 of the User Connectivity Architecture series. Introduction The first post in this series described the pattern: a heartbeat on a timer, an Ev…
From 1.2GB to 24MB: How I Sped Up Our Next.js CI/CD Pipeline by 4 in One Afternoon
The Situation Our team's CI/CD pipeline on Azure DevOps was taking 15 minutes to complete on every push to develop. You'd merge a PR, grab a coffee,…
Designing for the Surge: The Real-World Cost of Separating Reads and Writes
At seven o'clock every Monday morning, thousands of workers on active heavy construction sites log into their mobile devices to complete mandatory e…
One Copy, Two Engines: Architecting a Governed Lakehouse Across Fabric and Azure Databricks
For most of the last decade, the honest answer to "should we standardize on Databricks or on the Microsoft data platform?" was: pick one and live wi…
Voice Interview Prep for Developers Why Typing Your Answers Isn't Enough
I've watched developers who clearly know their stuff completely fall apart in interviews (me being one of them). Not because they didn't know the an…
Foundry Hosted vs In-Process vs Copilot Studio Agents (2026 Decision)
A team lead asks the question in a planning meeting and the room splits three ways: do we build this agent in Copilot Studio, write the orchestratio…
Claims AI Operations Platform
I’ve built a working proof-of-concept prototype for a Claims AI Operations Platform that demonstrates claim intake, validation, orchestration, routi…
I built a free Azure naming tool that knows every resource type's rules
Every Azure team needs a naming convention, and Microsoft's Cloud Adoption Framework defines a good one. The annoying part is that the rules are sca…
Azure Logic Apps vs Function Apps: Choosing the Right Tool for the Integration
Two Azure services can look nearly identical on paper. Both connect systems. Both can call an external API, transform data along the way, and handle…
FaroIQ: how I built a 9-agent pipeline for nonprofits with Azure AI Foundry
I'm Carlos, a Software Design student at the National University of Catamarca, Argentina. This post covers how I built FaroIQ during the Microsoft A…
What Three Fictional Startups Taught Me About Structured, Semi-Structured, and Unstructured Data on Azure
I'm currently transitioning into cloud engineering and DevOps, and one thing I've learned quickly is that understanding a concept in theory is very…
Day 2 — I Stopped Being a Student and Started Acting Like a DevOps Engineer
This is Day 2 of my 90-day cloud engineering challenge. Day 1 was about installing tools and getting familiar with the Azure CLI. Day 2 was differen…
Cinema Seat Reservation System — Part 2: Transitioning To Production-Scale and Deploying on Azure Cloud
Introduction This is the second part of sharing my journey to create a microservices-based backend system, in the previous part, I introduced the sy…
How I Built the Cloud Resume Challenge (And What Actually Tripped Me Up)
From Static HTML to Cloud Infrastructure: My Cloud Resume Challenge Journey When I first read about the Cloud Resume Challenge , I knew that it woul…
Using Microsoft Fabric Shortcuts to Avoid Duplicate Data Copies
Enterprise data platforms are really good at one thing: creating copies of the same data everywhere. Different teams copy the same curated folders i…
When a "Simple Refresh" Broke Our Production App: Next.js Static Export on Azure
We had one of those bugs that looked small from the outside, but exposed a much deeper architecture lesson. In our portal web application, top-level…
Building a Cloud Resume on Azure (and Then Refusing to Stop)
Eight years into a DevOps career and I'd never built a personal site. I'd architected and helped build out dozens of IaaS environments at work. I'd…