MCP Server: The Silent Infrastructure Powering the Next AI Revolution

Everyone talks about AI models. Continue reading on Medium »

We Benchmarked AWS Lambda vs EC2 — The Real Bill Saved Us $4,000 Every Month

Nothing was broken in production. Only the bill was. Continue reading on Medium »

How I Built a Centralized Monitoring System for 600–700 Servers — Using Open Source Tools

What happens when you're responsible for hundreds of client servers — and have no single pane of glass to see them all? You build one. Managing infras...

Phase 3 - Deploying a Custom App to Azure Kubernetes Service Using Azure Container Registry

🚀 In this lab, we will: Create an Azure Container Registry (ACR) Build a custom Docker image in the cloud Deploy it to Azure Kubernetes Service (AKS)...

Phase 5 - AKS with Azure DNS + NGINX Ingress + cert-manager

In this lab, we built a production-grade HTTPS setup for applications running on: Azure Kubernetes Service Azure DNS NGINX Ingress Controller cert-man...

Phase 4 - Exposing Multiple Services on AKS Using NGINX Ingress

In this lab, we moved beyond a simple LoadBalancer and implemented Layer 7 routing using NGINX Ingress on: Azure Kubernetes Service (AKS) NGINX Ingres...

Phase 2: Deploying a Production-Ready AKS Cluster in East US 2 (Azure CNI + Managed Identity + Monitoring)

In Phase 1, we prepared: Resource Group Virtual Network + Subnet Managed Identity Provider registrations Now we deploy a production-grade AKS cluster...

Phase 1: Preparing Azure CLI for Production AKS (Region: East US 2)

Before deploying a production-grade AKS cluster, you must properly configure Azure CLI, subscription settings, networking, and identity. This guide wa...

The Day Our Kubernetes Cluster Billed Us $47K — Here Is What Actually Broke

We did not lose money because traffic exploded. We lost money because one bad assumption scaled perfectly. Continue reading on Medium »

Cracking the Tech Interview: My Master List of 10+ Interview Experiences 🚀

Navigating the tech interview process can feel overwhelming. Over the years, I’ve interviewed for Software Engineer roles at more than 10 different co...

How to Create and Log Into Microsoft Azure

This guide will help you: Create an Azure account Activate your free subscription Log in to the Azure Portal Log in using Azure CLI Verify everything...

Your Enterprise APIs Are Already Agent Tools. AWS AgentCore Gateway Just Unlocks Them via MCP

In a previous blog https://dev.to/sreeni5018/the-scripted-middle-tier-is-reaching-its-limits-what-comes-next-is-agentic-2f86 , I argued that the scrip...

Build a LanceDB Memory Plugin for OpenClaw

16 minute read You spend forty minutes configuring your OpenClaw agent. Database credentials, code style preferences, deployment quirks — you walk it...

KDB+: Why It’s Still the World’s Fastest Time‑Series Database

If you work in high‑frequency trading, market data infrastructure, or ultra‑low‑latency analytics, you’ve almost certainly heard of kdb+. Continue rea...

Terraform Explained: From "What Even Is This?" to Actually Getting It 🚀

Posted by a 3rd-year engineering student who broke prod at 2AM and lived to tell the tale. The 2AM Problem Nobody Warns You About Picture this: You've...

Deploying a Web Application on AWS EC2: From Localhost to Public Access (Day 3)

When I started my transition from .NET development to Cloud Engineering, I knew one thing: Reading documentation wouldn’t be enough. I had to deploy s...

Beyond “You Build It, You Run It”: The Strategic Case for Internal Developer Platforms

AWS Lambda Node.js 20.x End of Support: What It Means & How to Upgrade Safely

AWS has officially announced the end of support for Node.js Continue reading on Medium »

Building on Tangle: From Idea to Production Service

Building on Tangle: From Idea to Production Service Day 4 of the Tangle Re-Introduction Series The previous posts covered why decentralized infrastruc...

How Tangle Verifies Work

How Tangle Verifies Work Day 3 of the Tangle Re-Introduction Series The hardest question in decentralized infrastructure isn't "how do we run computat...