
Layered AI: Building Cost-Efficient Intelligence
When people say “I used AI in my app,” it often sounds magical. But behind the scenes, it’s a game of strategy—especially when it comes to cost. For one feature, I had to analyze 15,000 code repo...
When people say “I used AI in my app,” it often sounds magical. But behind the scenes, it’s a game of strategy—especially when it comes to cost. For one feature, I had to analyze 15,000 code repo...
The Big Picture: What We’re Building Before diving into the step-by-step implementation, let’s understand the complete architecture we’ll be creating. This is a fortress-like, security-first infra...
I decided to build my own product. What happened next surprised me. The Setup I had a small idea sparked by something I saw online. Instead of just running with it, I tried something different. I...
Four months ago, I was that developer who stayed quiet, focused solely on my day job, and never touched open source for about 10 years. Today, I’m sharing an incredible transformation that every so...
Welcome to this step-by-step tutorial on building an AI-powered transcription app. We’ll use OpenAI’s Whisper, Flask, and Vue.js to create a scalable app that converts speech to text. By the end o...