Java/JVM

Distributed Transactions In Microservices : How the Saga Pattern Solves Real Problems

Introduction A while back, I was working on a simple microservices-based flow — nothing too complex on the surface. The requirement was straightforward: Create inventory Create order Generate billing At first glance, this looked like a typical workflow. But then an important question came up: What happens if one service fails in the middle of […]

MSP

AWS DataSync: GCP to AWS Data Transfer for Google Analytics

1. Introduction If your team uses Google Analytics (GA) to track user behavior but needs to run custom SQL queries — like Daily Active Users (DAU) or session funnels — there’s a fundamental problem: GA data lives in Google Cloud Storage (GCS), and Amazon Athena (your SQL engine) only reads from Amazon S3. Manually downloading […]

Prince Raj
Prince Raj
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.NET

Building Microservices with .NET and Docker

Modern applications require scalability, flexibility, and faster deployments. Traditional monolithic architectures often struggle to handle these demands. This is where microservices architecture becomes highly valuable. Microservices break an application into small, independent services that communicate through APIs. When combined with Docker containerization, microservices become easier to deploy, scale, and maintain. In this article, we will […]

Project Management

When everything is ‘high priority’: How PMs actually decide what gets done

Introduction If you’ve spent even a few months managing a project, you’ve probably heard this countless times: “This is high priority. Can we deliver it by tomorrow?” The tricky part? It’s rarely just one request. It’s multiple stakeholders, each with their own version of “urgent,” all competing for the same team bandwidth. And somewhere in […]

iGaming

The Global Dominance of Football in Sports Betting – Trends, Disruptions & What’s Next

Introduction The global sports betting industry is undergoing rapid transformation, fueled by digital innovation, regulatory evolution, and changing fan behaviors. Among all sports, football (soccer) continues to dominate betting markets across EMEA, Americas, ANZ, and Europe, commanding an estimated ~63% of global betting market share. However, beneath this dominance lies a rapidly evolving ecosystem where […]

DevOps

From Zero to Hundreds: Onboarding Your Entire AWS Fleet to Centralized CloudWatch in Under an Hour

If you’ve ever had to jump between six different AWS accounts just to figure out why one Lambda function is behaving oddly – you already know the pain. Multi-account AWS environments are great for security and governance, but they can turn basic monitoring into a logistical nightmare. The good news? AWS gives you everything you […]

DevOps

Understanding Azure Cloud Fundamentals for DevOps Engineers

What is Microsoft Azure Azure is Microsoft’s cloud computing platform. And it does a lot — virtual machines, storage, networking, monitoring, identity management, databases, you name it. The idea is actually pretty simple. Instead of buying physical servers, setting them up in an office or data center, and then maintaining them yourself, organizations just use […]

DevOps

Memory in AI: Why Your Agent Forgets Everything — And How to Fix It

Three months into building our DevOps AI agent, I gave a demo of it to the team. Checked pods, read logs, suggested fixes. Everyone was impressed. Then one engineer asked it: “Remember that ingress issue we sorted on Tuesday?” The agent had no idea what she was talking about. I had spent weeks on tool […]

Iman Abbas
Iman Abbas
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React Native

Vulnerability Detection Using OSV.dev (Terminal-Only Approach)

Introduction Modern JavaScript applications—especially React Native—depend on hundreds of npm packages. The real risk isn’t just outdated packages, but hidden vulnerabilities inside your dependency tree. Traditional tools like npm audit often overwhelm developers with noisy output and low-context alerts. What we actually need is: Accurate vulnerability detection Minimal noise Actionable output This is where OSV.dev […]

Amit Kumar
Amit Kumar
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