The prompt optimizer that learns from failure, not just scores. Part 3 of 3 — The Foundation Series on Prompt Engineering If you haven’t read…
Learn how DSPy replaces hand-written prompt engineering with automatic optimization using Signatures, Metrics, and MIPROv2
Part 1 of 3 — The Foundation Series on Prompt Engineering This is not about vibe coding When most people hear “prompt engineering,” they think…
Ever wondered what the T in GPT stands for?Yes — Transformer (Generative Pre-trained Transformer). Let’s start with Why Transformers? Before Transformers, we had Recurrent Neural…
Imagine it is 2016. I want to build a machine translation model that converts English into Tamil. I give it this sentence: The dog chased…
Understanding Vectors What is a vector? vectors are objects which have both length (magnitude) and direction. You can consider it as a directed line segment.…
In this article, we are going to walkthrough a basic but one golden rule that most of us ignored in practice is “Tell, Don’t Ask”.…
Why using int, String or boolean everywhere is a problem and How Java 21 Helps fix it!! The Problem: Primitive Obsession This code smell appears…
Design complexity can be identified using Coupling & Cohesion. In this article, we will discuss about Coupling.
Explore how inheritance may go wrong and how to carefully address the associated issues using design principles especially with Liskov Substitution Principle (LSP).