Your Database Schema Is the Real Architecture
We obsess over algorithms, debate frameworks, and refactor business logic—yet treat our database schema as an afterthought. We create tables to “make it work...
Posts by Year
2026
Making GenAI Systems More Reliable: Lessons from the Trenches
When you’re building production GenAI systems, reliability isn’t optional—it’s the line between a demo and a deployable product.
2025
Building a Privacy-First RAG Microservice with FastAPI & Open Source Tools
“I didn’t want to just use AI — I wanted to understand it.”
You Can’t Fix What You Can’t See: Why Monitoring Is the Dashboard of Your Software
Imagine driving a car with no speedometer, no fuel gauge, and no warning lights.
TaskFlow: A Secure Task Manager Microservice
“Ever wanted to build your own secure task manager from scratch? Meet TaskFlow — a lightweight, JWT-secured microservice that helps users manage tasks wit...
Infrastructure as code
Infrastructure as Code with AWS CDK: Automating the Mood-Based Music Recommender
FastAPI Lambda Backend with Mangum
🚀 Building a FastAPI Lambda Backend with Mangum
Building the lex bot
🎤 Building the Lex Bot for Mood-Based Music Recommendation
Project Architecture Overview
Project Architecture Overview
Introduction to chatbots
What is a Chatbot? A chatbot is a software application designed to simulate conversation with human users, especially over the internet. Unlike traditional a...
Building a Mood-Based Chatbot with AWS
🎧 Mood-Based Music Recommender – An AWS-Powered Chatbot Series