Vinay206

Jun 20, 202610 min read

CAP, PACELC, ACID, and Consistency Models: The One Trade-off Hiding Behind Four Names

If you've spent any time around distributed systems, you've run into CAP theorem, PACELC, ACID, and "consistency models" as four separate topics to memorize. They're not separate. They're the same und

Fixing AWS Billing & Cost Explorer Access for IAM Identity Center (SSO) Users
Jan 24, 20263 min read
Stop Forgetting: Automate Your Study Schedule with Google Apps Script
Jan 18, 20263 min read
A Plain-English Guide to Modern Data Architecture (No Jargon, I Promise)
Jan 11, 20264 min read
Mastering dbt: From Core Concepts to CI/CD, Lineage, and Medallion Architecture
Jan 3, 20264 min read

Zero to Production: Deploying Next.js to AWS EC2 using Docker and GitHub Actions (Self-Hosted)
Deploying a modern Next.js app can feel overwhelming with all the choices available. In this guide, we’ll skip the "magic" of Vercel and build our own robust CI/CD pipeline using Docker, GitHub Container Registry (GHCR), and a Self-Hosted Runner on A...
Dec 20, 20253 min read
🚀 Deploying Nginx + Redis on Kubernetes Using a Custom Helm Chart (Full Guide)
This post walks you through building a complete Helm chart that deploys: Nginx (frontend) Redis (backend) With Bitnami Redis as a dependency Includes hooks, schema validation, and packaging And finally, pushing the packaged chart to Azure Container ...
Nov 13, 20254 min read
🚀 How to Install Java 21 Alongside Java 25 and Maven on Windows 10/11
Sometimes developers need to work with multiple Java versions for different projects. In this tutorial, I’ll show you how to install Java 21 alongside Java 25, configure environment variables, and set up Apache Maven on Windows. 🔹 Step 1: Check Exi...
Oct 4, 20253 min read
🚀 How to Install Java (JDK) and Maven on Windows 10/11 – Step by Step
Java is one of the most popular programming languages, and Maven is a powerful build automation tool used for Java projects. In this tutorial, I’ll show you how to install Java JDK and Apache Maven on a Windows machine from scratch. 🔹 Step 1: Check...
Oct 4, 20253 min read
🚀 NVIDIA AI Event 2025 — Full Summary
I attended an NVIDIA AI event where several cutting-edge AI frameworks, agentic systems, and enterprise tools were presented. Below is my structured summary. 🗂️ Data & Compute Frameworks cuDF vs Pandas → cuDF accelerates DataFrames on GPUs; offe...
Aug 27, 20253 min read
⚖️ Eventual Consistency vs Strong Consistency – Explained Simply
When designing distributed systems, especially in cloud architectures, choosing the right consistency model is critical. Let’s break down Eventual vs Strong Consistency with clarity and speed. 🔍 What Is Consistency in Distributed Systems? Consisten...
Jul 17, 20252 min read

Vinay206

Latest articles

CAP, PACELC, ACID, and Consistency Models: The One Trade-off Hiding Behind Four Names

Fixing AWS Billing & Cost Explorer Access for IAM Identity Center (SSO) Users

Stop Forgetting: Automate Your Study Schedule with Google Apps Script

A Plain-English Guide to Modern Data Architecture (No Jargon, I Promise)

Mastering dbt: From Core Concepts to CI/CD, Lineage, and Medallion Architecture

Zero to Production: Deploying Next.js to AWS EC2 using Docker and GitHub Actions (Self-Hosted)

🚀 Deploying Nginx + Redis on Kubernetes Using a Custom Helm Chart (Full Guide)

🚀 How to Install Java 21 Alongside Java 25 and Maven on Windows 10/11

🚀 How to Install Java (JDK) and Maven on Windows 10/11 – Step by Step

🚀 NVIDIA AI Event 2025 — Full Summary

⚖️ Eventual Consistency vs Strong Consistency – Explained Simply