Building Production-Ready Agentic AI: The Infrastructure Nobody Talks About
In my previous article, I wrote about why asynchronous processing queues are the backbone of agentic AI. The response was overwhelming—dozens of engineers reach...
Author: Ranjan Kumar
Why Asynchronous Processing & Queues Are the Backbone of Agentic AI
Modern agentic AI systems behave less like monolithic LLM applications and more like distributed, autonomous workers making decisions, invoking tools, coordinat...
Playwright + AI: The Ultimate Testing Power Combo Every Developer Should Use in 2025
Modern software development moves fast—sometimes a little too fast. As developers, we’re constantly shipping new features, handling complex frontends, and makin...
🚀 Introducing My New Book: The ChatML (Chat Markup Language) Handbook
A Developer’s Guide to Structured Prompting and LLM Conversations 📘 Available on Kindle → https://www.amazon.in/dp/B0G2GM44FD 🧠 Why I Wrote This Book Over the l...
🚀Hands-on Tutorial: Fine-tune a Cross-Encoder for Semantic Similarity
🔥 Why Fine-Tune a Cross-Encoder? 1. More Accurate Semantic Judgments: 2. Adapting to Domain-Specific Data Without fine-tuning, the model might miss these domain...
🔎 A Deep Dive into Cross-Encoders and How They Work
1️⃣ Introduction In AI systems that retrieve or generate information, ranking quality and relevance are critical. Whether you are building a RAG-based assistant...
🔎Building a Full-Stack Hybrid Search System (BM25 + Vectors + Cross-Encoders) with Docker
1️⃣ Introduction Search is at the heart of every AI application. Whether you’re building a legal research assistant, a compliance monitoring tool, or an LLM-pow...
🔎BM25-Based Searching: A Developer’s Comprehensive Guide
📌 Introduction: Why BM25 Matters Imagine you type “best Python tutorials” into a search engine. Millions of web pages match your query—but how does the engine k...
✨When Models Stand Between Us and the Web: The Future of the Internet in the Age of Generative AI✨
1. Introduction The Internet once felt like a boundless public square: anyone could publish, anyone could read. But the rise of large language models (LLMs) lik...
🚀 Cursor AI Code Editor: Boost Developer Productivity with MCP Servers
1. Introduction The way we write code is changing faster than ever. For decades, developers have relied on traditional IDEs like IntelliJ IDEA, Eclipse, and Vis...