Blog
Thoughts, tutorials, and insights on software engineering, design patterns, and the future of the web.
RAG
Vectorless RAG
Retrieval-Augmented Generation
Vector Database
Embeddings
Tree-Based RAG
AI Architecture
🌳 Vectorless RAG: Why Some AI Systems Are Abandoning Vector Databases (And How Tree-Based Retrieval Is Changing Everything)
Does RAG really need embeddings? Explore Vectorless RAG, tree-based retrieval, and why modern AI systems are moving beyond vector databases for faster and smarter search.
Jenish
Jul 25, 2026
8-10 min read
Agentic AI
AI Agents
Multi-Agent Systems
Autonomous AI
LLM
RAG
AI Engineering
Future of AI
AI Systems
AI Automation
Generative AI
What is Agentic AI? The Evolution Beyond Chatbots, RAG, and Automation
Learn what Agentic AI is and how it differs from chatbots, RAG, and automation systems. Explore memory, planning, tool calling, multi-agent systems, frameworks, real-world examples, and the future of autonomous AI.
Jenish
May 10, 2026
8-10 min read
RAG
Artificial Intelligence
AI Development
Vector Database
Embeddings
AI Chatbot
LLM
Semantic Search
Machine Learning
Complete Guide to RAG (Retrieval-Augmented Generation): Build AI with Real-Time Data
Learn Retrieval-Augmented Generation (RAG) from beginner to advanced. Discover how to build AI systems using real-time data, vector databases, and embeddings with practical examples.
Jenish
Apr 28, 2026
5-7 min read
Redis
Caching
Database
Backend
Performance
NoSQL
In-Memory
Web Development
MERN Stack
System Design
Redis Explained: The Secret Weapon Behind Lightning-Fast Apps ⚡
Discover how Redis powers ultra-fast applications with in-memory data storage, caching, and real-time processing. Learn why developers love Redis and when to use it.
Jenish
Apr 11, 2026
6–8 min read
Databases
MongoDB
MySQL
WebDevelopment
Backend
Programming
MongoDB vs. MySQL: The Messy Box vs. The Filing Cabinet
Struggling to choose between a NoSQL and SQL database? We simplify the technical jargon by comparing MongoDB to a flexible cardboard box and MySQL to a structured filing cabinet. Find out which storage style fits your project best.
Jenish
Dec 21, 2025
7 min read