Debjeet Bhowmik 
When you type a prompt into an AI chat and receive a coherent, well-written paragraph in response, it can feel like pure magic. How does a machine, which only understands numbers, process the nuance of human language and weave together new sentences? While the underlying mathematics is incredibly complex, the core concepts are surprisingly intuitive. … Read more
So far in our series, we’ve defined what an AI agent is and traced its history. Now, it’s time to pop the hood and look at the engine. How is a modern, sophisticated AI agent actually built? It’s tempting to think of an agent as a single, monolithic piece of code. The reality is far … Read more
The world of Artificial Intelligence is expanding at a breakneck pace, and with it, a vocabulary that can often seem bewildering. Terms like chatbots, RAG, fine-tuning, and AI agents are frequently used, sometimes interchangeably, leading to confusion about what each technology truly represents. To navigate this landscape, it’s crucial to understand the distinct roles and … Read more
To truly appreciate the current “dawn of Agentic AI,” it’s essential to understand the intellectual lineage that brought us to this point. The concept of an “autonomous agent” isn’t new; it has roots deep in the early days of artificial intelligence research. Tracing this history, from rudimentary rule-based systems to today’s sophisticated LLM-powered entities, provides … Read more
In the rapidly evolving world of artificial intelligence, new terms and concepts emerge almost daily. One term gaining significant traction, particularly with the rise of advanced language models, is “AI Agent.” But what exactly constitutes an AI agent? Is it just another fancy word for a program, or does it represent a distinct and powerful … Read more
For years, artificial intelligence has steadily woven itself into the fabric of our daily lives. From predictive text to personalized recommendations, AI has acted primarily as a sophisticated tool, responding to our prompts and executing defined tasks. But a astronomical shift is underway, one that promises to redefine our relationship with AI from passive utility … Read more
The Containerization Revolution: A Modern Approach to Software Deployment In the world of software development, getting an application to run smoothly and consistently across different environments has always been a major challenge. The solution to this problem came in the form of containerization, a technology that has revolutionized how we build, ship, and run applications. … Read more
Ansible Concepts Cheat Sheet Core Components Key Terminology Advanced Concepts Ansible Directory Structure Explanation of Components Nodes What are Ansible Nodes? Ansible uses the term nodes to refer to the machines it manages. There are two types of nodes in an Ansible setup: Key Characteristics & Workflow How it Works This process is what makes … Read more
Git Concepts & Terminology Cheat Sheet Fundamental Concepts Core Commands & Operations Branches & Pointers Advanced Concepts & Files Merging Specifics Repository States & Objects Additional Terminology Git Commands Cheat Sheet git init git init is a command used to create a new, empty Git repository. It’s the first step in starting a new project … Read more
1. What is Terraform, and why is it used? Terraform is an open-source Infrastructure as Code (IaC) tool. It lets you define and manage your infrastructure (like servers, databases, and networks) using configuration files written in HashiCorp Configuration Language (HCL). It’s used because it allows you to: 2. Explain the difference between Terraform and other … Read more