Serverless Data Processing: Azure CosmoDB, Azure Functions, and Azure Service Bus
1. Introduction An event-driven architecture using Azure Cosmos DB, Azure Functions, and Azure Service Bus is the enterprise standard for designing hi…
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Creating and Configuring an Azure Storage Account for IT Teams
Whether you are stepping into cloud computing or looking to move from physical storage infrastructure, Azure Storage is one of the best places to star…
Setting Up Your First Azure Storage Account
Introduction Starting with Azure can feel overwhelming. There are so many options, settings, and configurations that it's hard to know where to begin.…
Azure ML Pipelines + Azure DevOps: CI/CD for ML with Terraform 🔁
Manual ML retraining is a reliability risk. Azure ML Pipelines orchestrates the ML workflow while Azure DevOps automates testing, validation, and depl…
5 Ways Azure AI Search is Revolutionizing Enterprise RAG Architectures
In the rapidly evolving landscape of Generative AI, the transition from experimental Proof of Concepts (POCs) to production-grade applications is the …
Designing Stable Integration Testing Architectures for Data-Driven Systems By QA Transformation & Integration Architect
Modern data platforms are no longer simple pipelines—they are distributed ecosystems. Data moves across clouds, microservices, event streams, APIs, wa…
Practical Guide: Building an Active-Active Multicloud Cell-Based Architecture
1. Introduction A multicloud cell-based architecture represents the pinnacle of fault isolation and vendor neutrality. By distributing autonomous "cel…
I shipped a DevSecOps tool in 2026 with zero LLM calls. On purpose. I think determinism still wins.
Let me get one thing out of the way before the comments section catches fire. I am not a luddite. I use AI all day. This article was outlined in Curso…
The Hidden Cost of AWS Lambda SnapStart for Python, and How I Fixed It with Durable Functions
Recently, I opened our AWS bill and found that thousands of dollars had been charged toward AWS Lambda. I was sure we did not have that much traffic. …
Azure CLI: Setup Linux VM, VNet, Storage & Key Vault with Budget Alerts—A Comprehensive Step-by-Step Infrastructure Guide.
Introduction Cloud computing has revolutionized how developers and IT professionals build, deploy, and manage applications. Among the leading platform…
Azure Service Bus for Event-Driven Systems: A Practical Deep Dive
Introduction: Why Event-Driven Architecture Matters Now More Than Ever If you've been building distributed systems on Azure for any meaningful amount …
Integrate a Copilot Studio Agent into an Existing .NET App Using Agents SDK
Introduction If your application already has an API, the fastest way to add AI is to integrate an agent created using Microsoft Copilot studio. Micros…
Running Ollama on Azure Container Apps
Running Ollama on Azure Container Apps Part 2 of "Running LLMs & Agents on Azure Container Apps" In Part 1, I made the case for why Azure Containe…
How to setup Azure Virtual Machine
This Blog is about how to setup your Azure virtual Machine on Azure, connect to the virtual Machine via SSH (Secure Shell Host), install Apache 2 (as …
Fabric OneLake shortcuts vs ADLS Gen2 mounts: what actually works in production
If you've just moved a team onto Microsoft Fabric, the "how do I read our existing ADLS Gen2 data?" question comes up in the first week. Two patterns …
Why Azure Container Apps for AI Workloads
Why Azure Container Apps for AI Workloads Part 1 of "Running LLMs & Agents on Azure Container Apps" I spend a lot of time helping teams at Microso…
Azure ML Feature Store with Terraform: Managed Feature Materialization for Training and Inference 🗃️
Azure ML Feature Store is a specialized workspace that manages feature engineering, offline materialization to storage, and online serving with Redis.…
Running Azure Functions in Docker: Why and How
Azure Functions Beyond the Basics Continues from Azure Functions for .NET Developers (Parts 1-9) Part 1: Running Azure Functions in Docker: Why and Ho…
Why Companies Actually Use Multi-Cloud (And When You Shouldn't) — 2026 Strategy Guide
The short answer: companies use multi-cloud for seven specific reasons — and five of them have nothing to do with technology. Most of the "multi-cloud…
Azure Networking from Zero to Enterprise — Part 1: Networking Basics
Azure Networking from Zero to Enterprise — Part 1: Networking Basics This is Part 1 of a multi-part series where we'll go from the absolute basics of …
Running Terraform against Azure locally, without a subscription
This posts explains how Terraform is integrated with Topaz - Azure emulator for local development and testing. You can check it here . Every Terraform…
Azure AI Fundamentals vs Other AI Certifications: Which Should You Choose?
Artificial Intelligence certifications are rapidly becoming essential for cloud professionals, developers, and data engineers. With multiple AI certif…
Multi-Cloud Identity Federation
Introduction Six months ago, managing AWS access for 50+ developers was slow, manual, and error-prone. New hires waited days for access. Leavers somet…
I upgraded a .NET library into a microservices platform - RabbitMQ, OpenTelemetry, and Azure AI
I had a .NET library that wrapped Azure OpenAI and Azure AI Search into clean domain services for travel applications. It worked, but it was a monolit…
Azure API Management Service with Custom Domain
Scenario: When you create an Azure API Management service instance, Azure assigns a domain of *.azure-api.net like .azure-api.net. However, in general…
Building an Enterprise-Ready SonarCloud Dashboard with Streamlit & Azure
The Catalyst: Chasing KPIs Without an Enterprise License We’ve all been there: SonarCloud gives you fantastic insights for a single repository, but th…
How I Deployed a Static Website with Azure DevOps, Terraform, Ansible, and Nginx
There is something about pushing code and watching a website update itself on a live server that never gets old. No manual uploads. No FTP. No SSH cop…
# Building a Three-Tier Architecture on Azure
Introduction Some assignments teach you tools. This one taught me how to think. As part of DMI Cohort 2, I was tasked with deploying the Book Review A…
Deploying a Full-Stack App on Azure: What I Learned Connecting a VM to a Private MySQL Database
Introduction There's a difference between reading about cloud architecture and actually building it. This week, as part of my DevOps Micro Internship …